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LowVulnerability

CVE-2021-29602: TensorFlow division by zero in DepthwiseConv TFLite operator

Identifier
CVE-2021-29602
Published
Record updated
View JSON
Affected
  • tensorflow < 2.1.4, fixed in 2.1.4, released June 15, 2021, 31 days after disclosure
  • tensorflow >= 2.2.0, < 2.2.3, fixed in 2.2.3, released June 15, 2021, 31 days after disclosure
  • tensorflow >= 2.3.0, < 2.3.3, fixed in 2.3.3, released June 15, 2021, 31 days after disclosure
  • and 9 more
Known exploitation
Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
EPSS
0.2%

Summary

CVE-2021-29602 affects TensorFlow's implementation of the `DepthwiseConv` TFLite operator, which is vulnerable to a division by zero error. An attacker can craft a model in which `input`'s fourth dimension is 0, triggering the flaw.

Mitigation

The fix will be included in TensorFlow 2.5.0. The commit will also be cherrypicked to TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4.