MediumVulnerability
CVE-2022-41895: TensorFlow heap out-of-bounds error in MirrorPadGrad via outsize paddings input
- Source
- NVD(opens in a new tab)
- Identifier
- CVE-2022-41895
- Published
- Record updated
- Affected
- tensorflow < 2.8.4, fixed in 2.8.4
- tensorflow >= 2.9.0, < 2.9.3, fixed in 2.9.3
- tensorflow >= 2.10.0, < 2.10.1, fixed in 2.10.1
- and 6 more
- Known exploitation
- Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
- EPSS
- 0.5%
Summary
CVE-2022-41895 affects TensorFlow's `MirrorPadGrad` operation. When it receives oversized `paddings` input, TensorFlow produces a heap out-of-bounds error, classified as CWE-125. The issue is patched in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92, which will ship in TensorFlow 2.11, and the commit is also being cherry-picked to 2.10.1, 2.9.3 and 2.8.4.
Mitigation
Patched in GitHub commit 717ca98d8c3bba348ff62281fdf38dcb5ea1ec92, included in TensorFlow 2.11; the same commit is being cherry-picked to TensorFlow 2.10.1, 2.9.3 and 2.8.4.
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