Tensorflow is an Open Source Machine Learning Framework. The implementation of `StringNGrams` can be used to trigger a denial of service attack by causing an out of memory condition after an integer overflow. We are missing a validation on `pad_witdh` and that result in computing a negative value for `ngram_width` which is later used to allocate parts of the output. 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 |
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https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161 | Exploit Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8 | Patch Third Party Advisory |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g | Patch Third Party Advisory |
Configurations
Configuration 1 (hide)
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History
21 Nov 2024, 06:45
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 5.0
v3 : 4.3 |
References | () https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161 - Exploit, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8 - Patch, Third Party Advisory | |
References | () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g - Patch, Third Party Advisory |
Information
Published : 2022-02-03 12:15
Updated : 2024-11-21 06:45
NVD link : CVE-2022-21733
Mitre link : CVE-2022-21733
CVE.ORG link : CVE-2022-21733
JSON object : View
Products Affected
- tensorflow
CWE
CWE-190
Integer Overflow or Wraparound