CVE-2022-36027: TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel we
Summary
TensorFlow (an open source platform for machine learning) crashes when converting transposed convolutions (a type of neural network layer operation) with per-channel weight quantization (a compression technique that reduces precision individually for different channels). The crash causes a segfault (a memory access error that terminates the program), crashing the Python process.
Solution / Mitigation
The issue has been patched in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be included in TensorFlow 2.10.0, and will also be backported to TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2.
Vulnerability Details
5.9(medium)
EPSS: 0.3%
Classification
Taxonomy References
Affected Vendors
Related Issues
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Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-36027
First tracked: February 15, 2026 at 08:41 PM
Classified by LLM (prompt v3) · confidence: 92%