PYSEC-2021-179
Quick fix
PYSEC-2021-179 — tensorflow: upgrade to the fixed version with the command below.
pip install --upgrade 'tensorflow>=ba424dd8f16f7110eea526a8086f1a155f14f22b'Details
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow by passing crafted inputs to `tf.raw_ops.StringNGrams`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/1cdd4da14282210cc759e468d9781741ac7d01bf/tensorflow/core/kernels/string_ngrams_op.cc#L171-L185) fails to consider corner cases where input would be split in such a way that the generated tokens should only contain padding elements. If input is such that `num_tokens` is 0, then, for `data_start_index=0` (when left padding is present), the marked line would result in reading `data[-1]`. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.
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Affected packages
0Fixed in: ba424dd8f16f7110eea526a8086f1a155f14f22bpip install --upgrade 'tensorflow>=ba424dd8f16f7110eea526a8086f1a155f14f22b'