VIR Vulnerability Intelligence Relay

CVE-2022-23591

unknown
Published 2022-02-09 · Modified 2023-12-06
CVSS v3
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CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CVSS v2
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VIR risk
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Description

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.

Predictions

Exploit likelihood
30%
Patch ETA
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Heuristic predictions, AS-IS, for prioritization only.

Mitigations

vendor Authored 2026-05-27

Vendor advisory: debian — https://security-tracker.debian.org/tracker/CVE-2022-23591

OS impact
OSVersionStatusFixed in
debian debianforkyfixed0
debian debiansidfixed0

Package impact
EcosystemPackageVulnerableFixed
python PyPItensorflow-cpu>=2.7.0,<2.7.12.7.1
python PyPItensorflow-gpu<2.5.32.5.3
python PyPItensorflow-gpu>=2.6.0,<2.6.32.6.3
python PyPItensorflow-gpu>=2.7.0,<2.7.12.7.1
python PyPItensorflow-cpu<2.5.32.5.3
python PyPItensorflow<2.5.32.5.3
python PyPItensorflow>=2.6.0,<2.6.32.6.3
python PyPItensorflow>=2.7.0,<2.7.12.7.1
python PyPItensorflow-cpu>=2.6.0,<2.6.32.6.3
python PyPItensorflow-gpu<448a16182065bd08a202d9057dd8ca541e67996c||>=2.6.0,<2.6.3448a16182065bd08a202d9057dd8ca541e67996c
python PyPItensorflow-cpu<448a16182065bd08a202d9057dd8ca541e67996c||>=2.6.0,<2.6.3448a16182065bd08a202d9057dd8ca541e67996c

References

Verify integrity in audit chain (admin only). AS-IS.