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Github Security Blog
Github Security Blog
•added 2022/05/24 10:15 p.m.•68 views

Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow

Impact The implementation of tf.histogramfixedwidth is vulnerable to a crash when the values array contain NaN elements: python import tensorflow as tf import numpy as np tf.histogramfixedwidthvalues=np.nan, valuerange=1,2 The implementation assumes that all floating point operations are defined...

5.5CVSS5.8AI score0.00316EPSS
SaveExploits1References11Affected Software3
Mend
Mend
•added 2022/05/20 11:20 p.m.•2 views

CVE-2022-29211

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of "tf.histogramfixedwidth" is vulnerable to a crash when the values array contain "Not a Number" "NaN" elements. The implementation assumes that all floating point...

6.8CVSS0.00316EPSS
SaveExploits1References16
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2022/05/20 12:00 a.m.•3 views

CVE-2022-29211: Improper Input Validation

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of tf.histogramfixedwidth is vulnerable to a crash when the values array contain Not a Number NaN elements. The implementation assumes that all floating point operation...

5.5CVSS5.8AI score0.00316EPSS
SaveExploits1References2
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