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LowVulnerability

CVE-2021-29599: TensorFlow division by zero in the Split TFLite operator

Identifier
CVE-2021-29599
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's implementation of the `Split` TFLite operator contains a division by zero error at split.cc lines 63-65. An attacker can craft a model in which `num_splits` 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, which are also affected and still in supported range.