CVE-2022-23581: `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow
(updated )
The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a SavedModel such that IsSimplifiableReshape would trigger CHECK failures.
References
- github.com/advisories/GHSA-fq86-3f29-px2c
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-90.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-145.yaml
- github.com/tensorflow/tensorflow
- github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc
- github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082
- github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6
- github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1
- github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c
- nvd.nist.gov/vuln/detail/CVE-2022-23581
Code Behaviors & Features
Detect and mitigate CVE-2022-23581 with GitLab Dependency Scanning
Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Dependency Scanning using SBOM also detects vulnerabilities from proprietary advisories that this site does not include. Learn more about Dependency Scanning using SBOM →