OtherMedium
CVE-2022-29197: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, a…
- Occurred
- May 20, 2022
- Published
- May 20, 2022
- Source
- NVD CVE
Summary
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.UnsortedSegmentJoin` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code assumes `num_segments` is a scalar but there is no validation for this before accessing its value. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Tags
- CVE
- CVE-2022-29197
- cvss:MEDIUM
Classification
Category confidence: 90%
Severity confidence: 85%
Rationale: CVE describes a software vulnerability in TensorFlow library causing denial of service, not an AI safety incident.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8