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osvGoogleOSV:PYSEC-2022-139
HistoryFeb 04, 2022 - 11:15 p.m.

PYSEC-2022-139

2022-02-0423:15:00
Google
osv.dev
8
tensorflow
machine learning
vulnerability
integer overflow
cherrypicking
software

EPSS

0.002

Percentile

51.9%

Tensorflow is an Open Source Machine Learning Framework. The implementation of OpLevelCostEstimator::CalculateTensorSize is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

EPSS

0.002

Percentile

51.9%