Vulnerability Details CVE-2022-23587
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.
Exploit prediction scoring system (EPSS) score
EPSS Score 0.003
EPSS Ranking 50.9%
CVSS Severity
CVSS v3 Score 8.8
CVSS v2 Score 7.5
References
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q
- https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689
- https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q
Products affected by CVE-2022-23587
-
cpe:2.3:a:google:tensorflow:-
-
cpe:2.3:a:google:tensorflow:0.1.7
-
cpe:2.3:a:google:tensorflow:0.10.0
-
cpe:2.3:a:google:tensorflow:0.11.0
-
cpe:2.3:a:google:tensorflow:0.12.0
-
cpe:2.3:a:google:tensorflow:0.12.1
-
cpe:2.3:a:google:tensorflow:0.5.0
-
cpe:2.3:a:google:tensorflow:0.6.0
-
cpe:2.3:a:google:tensorflow:0.7.0
-
cpe:2.3:a:google:tensorflow:0.7.1
-
cpe:2.3:a:google:tensorflow:0.8.0
-
cpe:2.3:a:google:tensorflow:0.9.0
-
cpe:2.3:a:google:tensorflow:1.0.0
-
cpe:2.3:a:google:tensorflow:1.0.1
-
cpe:2.3:a:google:tensorflow:1.1.0
-
cpe:2.3:a:google:tensorflow:1.10.0
-
cpe:2.3:a:google:tensorflow:1.10.1
-
cpe:2.3:a:google:tensorflow:1.11.0
-
cpe:2.3:a:google:tensorflow:1.12.0
-
cpe:2.3:a:google:tensorflow:1.12.1
-
cpe:2.3:a:google:tensorflow:1.12.2
-
cpe:2.3:a:google:tensorflow:1.12.3
-
cpe:2.3:a:google:tensorflow:1.13.0
-
cpe:2.3:a:google:tensorflow:1.13.1
-
cpe:2.3:a:google:tensorflow:1.13.2
-
cpe:2.3:a:google:tensorflow:1.14.0
-
cpe:2.3:a:google:tensorflow:1.15.0
-
cpe:2.3:a:google:tensorflow:1.15.2
-
cpe:2.3:a:google:tensorflow:1.15.3
-
cpe:2.3:a:google:tensorflow:1.15.4
-
cpe:2.3:a:google:tensorflow:1.15.5
-
cpe:2.3:a:google:tensorflow:1.2.0
-
cpe:2.3:a:google:tensorflow:1.2.1
-
cpe:2.3:a:google:tensorflow:1.3.0
-
cpe:2.3:a:google:tensorflow:1.3.1
-
cpe:2.3:a:google:tensorflow:1.4.0
-
cpe:2.3:a:google:tensorflow:1.4.1
-
cpe:2.3:a:google:tensorflow:1.5.0
-
cpe:2.3:a:google:tensorflow:1.5.1
-
cpe:2.3:a:google:tensorflow:1.6.0
-
cpe:2.3:a:google:tensorflow:1.7.0
-
cpe:2.3:a:google:tensorflow:1.7.1
-
cpe:2.3:a:google:tensorflow:1.8.0
-
cpe:2.3:a:google:tensorflow:1.9.0
-
cpe:2.3:a:google:tensorflow:2.0.0
-
cpe:2.3:a:google:tensorflow:2.0.1
-
cpe:2.3:a:google:tensorflow:2.0.2
-
cpe:2.3:a:google:tensorflow:2.0.3
-
cpe:2.3:a:google:tensorflow:2.0.4
-
cpe:2.3:a:google:tensorflow:2.1.0
-
cpe:2.3:a:google:tensorflow:2.1.1
-
cpe:2.3:a:google:tensorflow:2.1.2
-
cpe:2.3:a:google:tensorflow:2.1.3
-
cpe:2.3:a:google:tensorflow:2.1.4
-
cpe:2.3:a:google:tensorflow:2.2.0
-
cpe:2.3:a:google:tensorflow:2.2.1
-
cpe:2.3:a:google:tensorflow:2.2.2
-
cpe:2.3:a:google:tensorflow:2.2.3
-
cpe:2.3:a:google:tensorflow:2.3.0
-
cpe:2.3:a:google:tensorflow:2.3.1
-
cpe:2.3:a:google:tensorflow:2.3.2
-
cpe:2.3:a:google:tensorflow:2.3.3
-
cpe:2.3:a:google:tensorflow:2.3.4
-
cpe:2.3:a:google:tensorflow:2.4.0
-
cpe:2.3:a:google:tensorflow:2.4.1
-
cpe:2.3:a:google:tensorflow:2.4.2
-
cpe:2.3:a:google:tensorflow:2.4.3
-
cpe:2.3:a:google:tensorflow:2.4.4
-
cpe:2.3:a:google:tensorflow:2.5.0
-
cpe:2.3:a:google:tensorflow:2.5.1
-
cpe:2.3:a:google:tensorflow:2.5.2
-
cpe:2.3:a:google:tensorflow:2.6.0
-
cpe:2.3:a:google:tensorflow:2.6.1
-
cpe:2.3:a:google:tensorflow:2.6.2
-
cpe:2.3:a:google:tensorflow:2.7.0