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CVE-2020-26270: Improper Input Validation

December 10, 2020 (updated December 14, 2020)

In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer.

References

  • nvd.nist.gov/vuln/detail/CVE-2020-26270

Code Behaviors & Features

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Affected versions

All versions before 1.15.5, all versions starting from 2.0.0 before 2.0.4, all versions starting from 2.1.0 before 2.1.3, all versions starting from 2.2.0 before 2.2.2, all versions starting from 2.3.0 before 2.3.2

Solution

Unfortunately, there is no solution available yet.

Impact 3.3 LOW

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L

Learn more about CVSS

Weakness

  • CWE-20: Improper Input Validation

Source file

maven/org.tensorflow/parentpom/CVE-2020-26270.yml

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