Service interruption via recursive XML entity expansion
Published Aug 25, 2026 · Updated Aug 26, 2026
XML entity expansion in NLTK before 3.10.3 allows remote attackers to interrupt consuming services via crafted XML documents. Raw ElementTree parsing in ElementWrapper, named_entity, and downloader call sites honors nested DTD entity declarations and expands a small input into megabytes of memory. Exploitation requires an application to pass attacker-controlled XML to an affected call site; the resulting memory consumption is limited to availability impact.
Summary
What happened
XML entity expansion in NLTK before 3.10.3 allows remote attackers to interrupt consuming services via crafted XML documents. Raw ElementTree parsing in ElementWrapper, named_entity, and downloader call sites honors nested DTD entity declarations and expands a small input into megabytes of memory. Exploitation requires an application to pass attacker-controlled XML to an affected call site; the resulting memory consumption is limited to availability impact.
The record
- CVE
- CVE-2026-78681
- Published
- Aug 25, 2026
- Updated
- Aug 26, 2026
- Vendor
- NLTK Project
- Product
- NLTK
- Classifications
- CWE-776, CAPEC-197, T1499.004
- Attack vector
- network
- Privileges
- unauthenticated
Timeline
How it unfolded
- Aug 25, 2026CVE publishedPublication date reported by the CVE source.
- Aug 26, 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?
Published CVSS scores
CVSS describes severity. EPSS estimates exploitation probability.
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 entity-expansion attack demonstrationproof 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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