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PYSEC-2022-112
Quick fix
PYSEC-2022-112 — tensorflow-gpu: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow-gpu>=f68fdab93fb7f4ddb4eb438c8fe052753c9413e8'Details
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.
Are you affected?
Enter the version of the package you're using.
Affected packages
PyPI/tensorflow-gpu
Introduced in:
0Fixed in: f68fdab93fb7f4ddb4eb438c8fe052753c9413e8Fix
pip install --upgrade 'tensorflow-gpu>=f68fdab93fb7f4ddb4eb438c8fe052753c9413e8'References
- https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161[WEB]
- https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8[FIX]
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g[ADVISORY]