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osvGoogleOSV:BIT-TENSORFLOW-2022-29211
HistoryMar 06, 2024 - 11:14 a.m.

BIT-tensorflow-2022-29211

2024-03-0611:14:16
Google
osv.dev
4
tensorflow
machine learning
vulnerability
crash
nan
patch
cpu

5.5 Medium

CVSS3

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

6.5 Medium

AI Score

Confidence

High

2.1 Low

CVSS2

Access Vector

LOCAL

Access Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

0.001 Low

EPSS

Percentile

31.6%

JSON

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.

Related

github 1
osv 2
prion 1
cve 1
veracode 1
ibm 2
openvas 1
github
github
Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow
2022-05-24 22:15:45
osv
osv
Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow
2022-05-24 22:15:45
CVE-2022-29211
2022-05-21 00:15:11
prion
prion
Stack overflow
2022-05-21 00:15:00
cve
cve
CVE-2022-29211
2022-05-21 00:15:00
veracode
veracode
Denial Of Service (DoS)
2022-05-23 08:57:31
ibm
ibm
Security Bulletin: IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in TensorFlow
2022-06-29 02:20:24
Security Bulletin: Tensorflow is vulnerable to security CVEs used in IBM Maximo Application Suite - Monitor Component
2023-05-08 17:50:05
openvas
openvas
Western Digital My Cloud Multiple Products 5.0 < 5.23.114 Multiple Vulnerabilities (WDC-22011)
2022-07-25 00:00:00

5.5 Medium

CVSS3

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

6.5 Medium

AI Score

Confidence

High

2.1 Low

CVSS2

Access Vector

LOCAL

Access Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

0.001 Low

EPSS

Percentile

31.6%

JSON
Related for OSV:BIT-TENSORFLOW-2022-29211
github1osv2prion1cve1veracode1ibm2openvas1