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LowVulnerability

CVE-2021-29526: TensorFlow division by zero in tf.raw_ops.Conv2D

Identifier
CVE-2021-29526
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

TensorFlow, an open source machine learning platform, has a flaw in `tf.raw_ops.Conv2D` that lets an attacker trigger a division by 0. The implementation divides by a quantity the caller controls, which causes the crash.

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, which are also affected and still in supported range.