Random Output Vulnerability in TensorFlow by Google
CVE-2025-55556

6.5MEDIUM

Key Information:

Vendor

Google
Status
TensorFlow
Vendor
CVE Published:
25 September 2025

What is CVE-2025-55556?

A vulnerability in TensorFlow v2.18.0 allows the framework to produce random results when compiling the Embedding function. This unexpected behavior can lead to inconsistent application performance and results, potentially compromising the integrity of applications that rely on stable output. Developers are advised to review their code and check for the use of affected versions to mitigate any risks associated with this behavior.

References

https://github.com/tensorflow/tensorflow/issues/82317
https://gist.github.com/shaoyuyoung/0e7d2a586297ae9c8ed14...

CVSS V3.1

Score:
6.5
Severity:
MEDIUM
Confidentiality:
None
Integrity:
Low
Availability:
None
Attack Vector:
Network
Attack Complexity:
Low
Privileges Required:
None
User Interaction:
None
Scope:
Unchanged

Timeline

  • Vulnerability published

  • Vulnerability Reserved

JSON
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CVE-2025-55556 : Random Output Vulnerability in TensorFlow by Google