CVE-2025-55556: TensorFlow v2.18.0 was discovered to output random results when compiling Embedding, leading to unexpected behavior in t
mediumvulnerability
security
Summary
TensorFlow v2.18.0 has a bug where the Embedding function (a neural network layer that converts words or items into numerical representations) produces random results when compiled, causing applications to behave unexpectedly. The issue is tracked as CVE-2025-55556 and has a severity rating that is still being assessed.
Vulnerability Details
CVSS Score
6.5(medium)
EPSS (30-day exploit probability)
EPSS: 0.0%
Classification
Attack SophisticationModerate
Impact (CIA+S)
integrity
AI Component TargetedModel
Taxonomy References
CWE (Weakness Type)
Affected Vendors
Original source: https://nvd.nist.gov/vuln/detail/CVE-2025-55556
First tracked: February 15, 2026 at 08:42 PM
Classified by LLM (prompt v3) · confidence: 85%