CVE-2022-23581

  1. OpenCVE
  2. Vulnerabilities (CVE)
  3. CVE-2022-23581
Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. 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.

6.5 /10

CVSS v3 : MEDIUM

V3 Legend

Vector :

Exploitability : 2.8 / Impact : 3.6

Attack Vector NETWORK

Attack Complexity LOW

Privileges Required LOW

User Interaction NONE

Confidentiality Impact NONE

Integrity Impact NONE

Availability Impact HIGH

Scope UNCHANGED

5.0 /10

CVSS v2.0 : MEDIUM

V2 Legend

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

Exploitability : 10.0 / Impact : 2.9

Access Vector NETWORK

Access Complexity LOW

Authentication NONE

Confidentiality Impact NONE

Integrity Impact NONE

Availability Impact PARTIAL

References
Link Resource
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 Exploit Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 Exploit Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 Patch Third Party Advisory
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c Patch Third Party Advisory
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
History

21 Nov 2024, 06:48

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 - Exploit, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c - Patch, Third Party Advisory

10 Feb 2022, 01:34

Type Values Removed Values Added
References (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 - (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742 - Exploit, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 - (MISC) https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 - (MISC) https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 - (MISC) https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c - Patch, Third Party Advisory
CPE cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
CVSS v2 : unknown
v3 : unknown 		v2 : 5.0
v3 : 6.5

04 Feb 2022, 23:28

Type Values Removed Values Added
New CVE
Information

Published : 2022-02-04 23:15

Updated : 2024-11-21 06:48

NVD link : CVE-2022-23581

Mitre link : CVE-2022-23581

CVE.ORG link : CVE-2022-23581

JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-617

Reachable Assertion