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CVE-2022-23591

Fixed upstream EPSS <1%CVSS 7.5

Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. 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.

Published 2022-02-04 · CVE record · OSV

Products: tensorflow

Fixed upstream

EcosystemPackageFixed in
PyPItensorflow2.5.3
PyPItensorflow2.6.3
PyPItensorflow2.7.1
PyPItensorflow-cpu2.5.3
PyPItensorflow-cpu2.6.3
PyPItensorflow-cpu2.7.1
PyPItensorflow-cpu448a16182065bd08a202d9057dd8ca541e67996c
PyPItensorflow-gpu2.5.3
PyPItensorflow-gpu2.6.3
PyPItensorflow-gpu2.7.1
PyPItensorflow-gpu448a16182065bd08a202d9057dd8ca541e67996c