Remote code execution via namespace-trusting pickle allowlist
Published Aug 25, 2026 · Updated Aug 25, 2026
Deserialization of untrusted data in NLTK before 3.10.3 allows remote attackers to execute arbitrary commands through crafted artifacts. The affected pickle loaders trust entire module namespaces, letting REDUCE invoke ReppTokenizer._execute or numpy.f2py.crackfortran.myeval. Exploitation requires an application to load an attacker-controlled model or tokenizer artifact, and commands run with that application's privileges.
Summary
What happened
Deserialization of untrusted data in NLTK before 3.10.3 allows remote attackers to execute arbitrary commands through crafted artifacts. The affected pickle loaders trust entire module namespaces, letting REDUCE invoke ReppTokenizer._execute or numpy.f2py.crackfortran.myeval. Exploitation requires an application to load an attacker-controlled model or tokenizer artifact, and commands run with that application's privileges.
The record
- CVE
- CVE-2026-79657
- Published
- Aug 25, 2026
- Updated
- Aug 25, 2026
- Vendor
- NLTK Project
- Product
- NLTK
- Classifications
- CWE-502, CWE-693, T1203
- Attack vector
- network
- Privileges
- unauthenticated
Timeline
How it unfolded
- Aug 25, 2026CVE publishedPublication date reported by the CVE source.
- Aug 25, 2026Record updatedLatest update available in the CVE record.
Exploitability
Present is not the same as exploitable
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Is a vulnerable build present?
Compare these published version ranges with your installed build and any vendor patches.
- Affected versionversion=0 <3.10.3
What conditions does exploitation require?
What is affected?
Attacks
What attackers are doing with it
Daily unique IPs observed by Shadowserver honeypots for known exploited vulnerabilities (KEVs). Missing observations do not establish an absence of attacks.
Weakness, pattern, technique
Public exploit references
- GHSA-x99w-6fgc-pmfw pickle-loader proof of conceptproof of concept · demonstrated
Labels summarize the accepted research assessment. They do not indicate a test against your environment.
Technologies
Your stack
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Your stack
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