Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. 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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:48
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 7.5
v3 : 8.8 |
References | () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689 - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q - Patch, Third Party Advisory |
Information
Published : 2022-02-04 23:15
Updated : 2024-11-21 06:48
NVD link : CVE-2022-23587
Mitre link : CVE-2022-23587
CVE.ORG link : CVE-2022-23587
JSON object : View
Products Affected
- tensorflow
CWE
CWE-190
Integer Overflow or Wraparound