CVE-2022-23581: Reachable Assertion
(updated )
Tensorflow is an Open Source Machine Learning Framework. 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. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
References
- github.com/advisories/GHSA-fq86-3f29-px2c
- 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
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