CVE-2022-29196: 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 implem
Summary
TensorFlow, an open source machine learning platform, has a vulnerability in its `tf.raw_ops.Conv3DBackpropFilterV2` function (a tool for training neural networks) that fails to properly check its input arguments before processing them. This missing validation allows attackers to crash the program with a denial of service attack (making it unavailable to legitimate users).
Solution / Mitigation
Update to TensorFlow versions 2.9.0, 2.8.1, 2.7.2, or 2.6.4, which contain patches that fix this input validation issue.
Vulnerability Details
5.5(medium)
EPSS: 0.0%
Classification
Affected Vendors
Related Issues
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CVE-2021-29541: TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a dereference of a null p
Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-29196
First tracked: February 15, 2026 at 08:40 PM
Classified by LLM (prompt v3) · confidence: 95%