MediumVulnerability

CVE-2025-55556: TensorFlow embedding compilation produces random, unexpected results

Source: NVD(opens in a new tab)
Identifier: CVE-2025-55556
Published: September 25, 2025
Record updated: October 9, 2026

Known exploitation: Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
EPSS: 0.2%

Summary

CVE-2025-55556 affects TensorFlow v2.18.0. The source reports that the library produces random results when compiling Embedding, which leads to unexpected behavior in applications that use it. The NVD assessment has not yet been provided, and the CWE listed is CWE-506 (Embedded Malicious Code), assigned by CISA-ADP.

Mitigation

The source does not state a fix yet. Check the original advisory for updates.

Details

Scores and exploitation

CVSS score: 6.5(medium)
EPSS: 0.2%Estimated probability that this CVE is exploited in the next 30 days, from the FIRST Exploit Prediction Scoring System. Read on November 4, 2026.

Weaknesses and techniques

Weakness (CWE): CWE-506

Affected

Vendors: Google

Classification

Attack sophistication: Moderate
AI component targeted: Framework
Impact: Integrity
Labels: security

How this record was produced

Summaries, mitigations and labels on this page are generated automatically from the source. The linked source is authoritative. The source gives this advisory a description and no title, so the title above is a headline generated from the source text.

Original source: https://nvd.nist.gov/vuln/detail/CVE-2025-55556

First tracked: February 15, 2026 at 08:42 PM ET, from NVD/CVE Database

Classifier: claude-haiku-5-5, prompt v4

Classifier confidence: 85% (self-assessed)

Summary

Mitigation

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