CVE-2022-23575

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.
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/costs/op_level_cost_estimator.cc#L1552-L1558 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1552-L1558 - Exploit, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/fcd18ce3101f245b083b30655c27b239dc72221e - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8 - Patch, Third Party Advisory

Information

Published : 2022-02-04 23:15

Updated : 2024-11-21 06:48


NVD link : CVE-2022-23575

Mitre link : CVE-2022-23575

CVE.ORG link : CVE-2022-23575


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-190

Integer Overflow or Wraparound