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CVE-2022-29211

MEDIUM

5.5

Beschreibung

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.histogram_fixed_width` is vulnerable to a crash when the values array contain `Not a Number` (`NaN`) elements. The implementation assumes that all floating point operations are defined and then converts a floating point result to an integer index. If `values` contains `NaN` then the result of the division is still `NaN` and the cast to `int32` would result in a crash. This only occurs on the CPU implementation. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

CVE Details

CVSS v3.1 Bewertung5.5

SchweregradMEDIUM

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

AngriffsvektorLOCAL

KomplexitatLOW

Erforderliche PrivilegienLOW

BenutzerinteraktionNONE

Veroffentlicht5/21/2022

Zuletzt geandert11/21/2024

Quellenvd

Honeypot-Sichtungen0

Betroffene Produkte

google:tensorflow

Schwachen (CWE)

CWE-20

Referenzen

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/issues/45770(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w(security-advisories@github.com)

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/histogram_op.cc#L35-L74(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/commit/e57fd691c7b0fd00ea3bfe43444f30c1969748b5(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/issues/45770(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0(af854a3a-2127-422b-91ae-364da2661108)

https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrp2-fhq4-4q3w(af854a3a-2127-422b-91ae-364da2661108)

IOC Korrelationen

Keine Korrelationen erfasst

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