CVE-2026-81727: NLTK Downloader.download Follows Hardlinks And Overwrites Vulnerability

MODERATE
Advisory Identifier: GHSA-f794-5jv7-7672
CVSS 7.1
CWE-59 CWE-73 CWE-61
Published
Advisory Summary

CVE-2026-81727 is a MODERATE (CVSS 7.1) downloader.download follows hardlinks and overwrites vulnerability (CWE-59: Improper Link Resolution Before File Access ('Link Following')) affecting NLTK libraries in the PyPI ecosystem. The issue involves downloader.download follows hardlinks and overwrites outside-root files. Remediation is available by upgrading affected packages to version 3.10.3.

CVE-2026-81727 at a Glance

CVE Identifier CVE-2026-81727
GHSA Identifier GHSA-f794-5jv7-7672
Severity MODERATE
CVSS v3.1 Base Score 7.1
CWE Classification CWE-59: Improper Link Resolution Before File Access ('Link Following')
Affected Product NLTK
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 7.1

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H).

Attack Vector Local (AV:L)
Attack Complexity Low (AC:L)
Privileges Required Low (PR:L)
User Interaction None (UI:N)
Scope Unchanged (S:U)
Confidentiality None (C:N)
Integrity High (I:H)
Availability High (A:H)

How to Fix CVE-2026-81727

To remediate this vulnerability, upgrade all affected NLTK dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

nltk fixed: 3.10.3
pip install nltk>=3.10.3
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release:

pip show nltk

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-81727, inspect your installed packages using pip:

pip show nltk

Analyze the terminal output to locate any version of NLTK in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 3.10.3), your application is affected.

Note: The pip show nltk command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-59: Improper Link Resolution Before File Access ('Link Following'), where the product attempts to access a file based on the filename, but it does not properly prevent that filename from identifying a link or shortcut that resolves to an unintended resource. In NLTK, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

### Summary NLTK's downloader now blocks symlink escapes during ZIP extraction, but it still treats pre-existing hardlinks inside the install tree as ordinary in-root files. A normal package install can therefore overwrite an outside-root inode through that hardlink. ### Details - **Vulnerability type:** Filesystem containment bypass - **Affected component:** `nltk.downloader.Downloader.download`, `nltk.downloader.Downloader.incr_download` - **Affected versions:** Published `3.9.4` and current source `v3.10.0-rc2` both reproduced for the extraction-stage overwrite. - **Patched versions:** 3.10.3 - **Root cause:** The downloader validates traversal and symlink conditions but does not reject pre-existing hardlink aliases inside the install tree. The install flow correctly rejects a pre-existing symlink at an extraction target, yet it accepts a pre-existing hardlink at the same path. When the package is installed, extracted member data is written through the hardlink and mutates the outside inode. ### PoC **Preconditions** - The attacker can plant files inside a writable shared downloader root on the same filesystem as the target file. **Steps** 1. Prepare a downloader root and create a hardlink inside it that points to an outside target file. 2. Confirm a symlink at the same path is rejected as a negative control. 3. Run a normal `Downloader.download()` package install whose extracted member lands on the hardlink path. 4. Observe the outside target file is overwritten while the downloader still reports the package as installed. **Minimal reproducible excerpt** ```text extract_hardlink_before ORIGINAL extract_hardlink_after PWNED extract_hardlink_status installed ``` ### Impact A shared or attacker-influenced downloader directory can be turned into an overwrite primitive against same-filesystem files outside the intended install root. ### Remediation Treat pre-existing hardlinks as unsafe in extraction targets, verify that each write path stays within the intended install tree at the inode level, and add regression tests that pair hardlinks with existing symlink controls.

CVE-2026-81727 Affected NLTK Versions

1 component(s)
Fixed Versions:
3.10.3
Product / Package Ecosystem Affected Versions Fixed Version
nltk
PyPI
< 3.10.3
3.10.3

References

Frequently Asked Questions

What is CVE-2026-81727?
CVE-2026-81727 is a security vulnerability in NLTK involving Downloader.download follows hardlinks and overwrites outside-root files under CWE-59: Improper Link Resolution Before File Access ('Link Following').
Which NLTK versions are affected?
Affected versions include releases prior to 3.10.3 across affected packages: nltk.
What version fixes CVE-2026-81727?
Upgrading to 3.10.3 (or the latest patched release for your respective branch) resolves the vulnerability.
Is nltk affected?
Yes, nltk is affected in releases prior to 3.10.3. Upgrade your dependency to 3.10.3 or later.
What is the CVSS score of CVE-2026-81727?
CVE-2026-81727 has a CVSS v3.1 base score of 7.1 (MODERATE) with vector string CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H.
What CWE is associated with CVE-2026-81727?
CVE-2026-81727 is classified under CWE-59: Improper Link Resolution Before File Access ('Link Following') (The product attempts to access a file based on the filename, but it does not properly prevent that filename from identifying a link or shortcut that resolves to an unintended resource.).
How can I check PyPI dependencies for CVE-2026-81727?
Run the dependency tree command: 'pip show nltk'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-f794-5jv7-7672",
  "modified" : "2026-09-02T14:35:41Z",
  "published" : "2026-09-02T14:35:41Z",
  "aliases" : [ "CVE-2026-81727" ],
  "summary" : "NLTK: Downloader.download follows hardlinks and overwrites outside-root files",
  "details" : "### Summary\n\nNLTK's downloader now blocks symlink escapes during ZIP extraction, but it still treats pre-existing hardlinks inside the install tree as ordinary in-root files. A normal package install can therefore overwrite an outside-root inode through that hardlink.\n\n### Details\n\n- **Vulnerability type:** Filesystem containment bypass\n- **Affected component:** `nltk.downloader.Downloader.download`, `nltk.downloader.Downloader.incr_download`\n- **Affected versions:** Published `3.9.4` and current source `v3.10.0-rc2` both reproduced for the extraction-stage overwrite.\n- **Patched versions:** 3.10.3\n- **Root cause:** The downloader validates traversal and symlink conditions but does not reject pre-existing hardlink aliases inside the install tree.\n\nThe install flow correctly rejects a pre-existing symlink at an extraction target, yet it accepts a pre-existing hardlink at the same path. When the package is installed, extracted member data is written through the hardlink and mutates the outside inode.\n\n### PoC\n\n**Preconditions**\n- The attacker can plant files inside a writable shared downloader root on the same filesystem as the target file.\n\n**Steps**\n1. Prepare a downloader root and create a hardlink inside it that points to an outside target file.\n2. Confirm a symlink at the same path is rejected as a negative control.\n3. Run a normal `Downloader.download()` package install whose extracted member lands on the hardlink path.\n4. Observe the outside target file is overwritten while the downloader still reports the package as installed.\n\n**Minimal reproducible excerpt**\n\n```text\nextract_hardlink_before ORIGINAL\nextract_hardlink_after PWNED\nextract_hardlink_status installed\n```\n\n### Impact\n\nA shared or attacker-influenced downloader directory can be turned into an overwrite primitive against same-filesystem files outside the intended install root.\n\n### Remediation\n\nTreat pre-existing hardlinks as unsafe in extraction targets, verify that each write path stays within the intended install tree at the inode level, and add regression tests that pair hardlinks with existing symlink controls.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H"
  }, {
    "type" : "CVSS_V4",
    "score" : "CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:H/VA:H/SC:N/SI:N/SA:N"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "nltk"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "0"
      }, {
        "fixed" : "3.10.3"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 3.10.2"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/nltk/nltk/security/advisories/GHSA-f794-5jv7-7672"
  }, {
    "type" : "ADVISORY",
    "url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-81727"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/nltk/nltk/pull/3797"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/nltk/nltk/commit/9e6d5f05902b9aaa1221a0a565448d17a9c9b3e8"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/nltk/nltk"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/nltk/nltk/releases/tag/v3.10.3"
  }, {
    "type" : "WEB",
    "url" : "https://github.com/pypa/advisory-database/tree/main/vulns/nltk/PYSEC-2026-3741.yaml"
  }, {
    "type" : "WEB",
    "url" : "https://www.vulncheck.com/advisories/nltk-before-3.10.3-hardlink-file-overwrite-via-downloader"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-59", "CWE-61", "CWE-73" ],
    "severity" : "MODERATE",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-09-02T14:35:41Z",
    "nvd_published_at" : null
  }
}