CVE-2022-29209

Summary

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the macros that TensorFlow uses for writing assertions (e.g., CHECK_LT, CHECK_GT, etc.) have an incorrect logic when comparing size_t and int values. Due to type conversion rules, several of the macros would trigger incorrectly. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Affected Software

VendorProductVersion RangeStatus
tensorflowtensorflow< 2.6.4affected
tensorflowtensorflow>= 2.7.0rc0, < 2.7.2affected
tensorflowtensorflow>= 2.8.0rc0, < 2.8.1affected
tensorflowtensorflow>= 2.9.0rc0, < 2.9.0affected

Weaknesses

  • CWE-843: CWE-843: Access of Resource Using Incompatible Type ('Type Confusion')

ADP Enrichment

CVE Program Container

Additional References

CISA ADP Vulnrichment

  • SSVC:
  • Exploitation: poc
    • Automatable: no
    • Technical Impact: partial

References