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MediumVulnerability

CVE-2021-41215: TensorFlow null pointer dereference in DeserializeSparse shape inference

Identifier
CVE-2021-41215
Published
Record updated
View JSON
Affected
  • tensorflow >= 2.6.0, < 2.6.1, fixed in 2.6.1, released November 1, 2021, 5 days before disclosure
  • tensorflow >= 2.5.0, < 2.5.2, fixed in 2.5.2, released November 1, 2021, 5 days before disclosure
  • tensorflow < 2.4.4, fixed in 2.4.4, released November 1, 2021, 5 days before disclosure
  • and 6 more
Known exploitation
Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
EPSS
0.2%

Summary

CVE-2021-41215 affects TensorFlow, an open source machine learning platform. In affected versions, the shape inference code for `DeserializeSparse` can trigger a null pointer dereference, because the function assumes the `serialize_sparse` tensor has positive rank with `3` as its last dimension.

Mitigation

The fix will be included in TensorFlow 2.7.0. The commit will also be cherrypicked to TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4.