TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a `const char*` array (since that's the underlying storage) and then we typecast it to the element type. However, conversions from `char` to `bool` are undefined if the `char` is not `0` or `1`, so sanitizers/fuzzers will crash. The issue has been patched in GitHub commit `1be74370327`. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.10.1, TensorFlow 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/807cae8a807960fd7ac2313cde73a11fc15e7942/tensorflow/core/framework/tensor.cc#L1200-L1227 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/1be743703279782a357adbf9b77dcb994fe8b508 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pf36-r9c6-h97j | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/807cae8a807960fd7ac2313cde73a11fc15e7942/tensorflow/core/framework/tensor.cc#L1200-L1227 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/1be743703279782a357adbf9b77dcb994fe8b508 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pf36-r9c6-h97j | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 07:24
Type | Values Removed | Values Added |
---|---|---|
References | () https://github.com/tensorflow/tensorflow/blob/807cae8a807960fd7ac2313cde73a11fc15e7942/tensorflow/core/framework/tensor.cc#L1200-L1227 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/1be743703279782a357adbf9b77dcb994fe8b508 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pf36-r9c6-h97j - Patch, Third Party Advisory | |
CVSS |
v2 : v3 : |
v2 : unknown
v3 : 4.8 |
Information
Published : 2022-11-18 22:15
Updated : 2024-11-21 07:24
NVD link : CVE-2022-41911
Mitre link : CVE-2022-41911
CVE.ORG link : CVE-2022-41911
JSON object : View
Products Affected
- tensorflow
CWE
CWE-704
Incorrect Type Conversion or Cast