Latest CVE Feed
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7.1
HIGHCVE-2021-41226
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseBinCount` is vulnerable to a heap OOB access. This is because of missing validation between the elements of the `values` argument and the shape o... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41225
TensorFlow is an open source platform for machine learning. In affected versions TensorFlow's Grappler optimizer has a use of unitialized variable. If the `train_nodes` vector (obtained from the saved model that gets optimized) does not contain a `Dequeue... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.1
HIGHCVE-2021-41224
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseFillEmptyRows` can be made to trigger a heap OOB access. This occurs whenever the size of `indices` does not match the size of `values`. The fix ... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.1
HIGHCVE-2021-41223
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `FusedBatchNorm` kernels is vulnerable to a heap OOB access. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on Tensor... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41222
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SplitV` can trigger a segfault is an attacker supplies negative arguments. This occurs whenever `size_splits` contains more than one value and at least... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41221
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for the `Cudnn*` operations in TensorFlow can be tricked into accessing invalid memory, via a heap buffer overflow. This occurs because the ranks of ... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41220
TensorFlow is an open source platform for machine learning. In affected versions the async implementation of `CollectiveReduceV2` suffers from a memory leak and a use after free. This occurs due to the asynchronous computation and the fact that objects th... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41219
TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to `nullptr`. This occurs whenever the dimensions of `a` or `b` are 0 or... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41218
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `AllToAll` can be made to execute a division by 0. This occurs whenever the `split_count` argument is 0. The fix will be included in TensorFlow 2... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41217
TensorFlow is an open source platform for machine learning. In affected versions the process of building the control flow graph for a TensorFlow model is vulnerable to a null pointer exception when nodes that should be paired are not. This occurs because ... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41216
TensorFlow is an open source platform for machine learning. In affected versions the shape inference function for `Transpose` is vulnerable to a heap buffer overflow. This occurs whenever `perm` contains negative elements. The shape inference function doe... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41215
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `DeserializeSparse` can trigger a null pointer dereference. This is because the shape inference function assumes that the `serialize_sparse` tens... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41214
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `tf.ragged.cross` has an undefined behavior due to binding a reference to `nullptr`. The fix will be included in TensorFlow 2.7.0. We will also c... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41213
TensorFlow is an open source platform for machine learning. In affected versions the code behind `tf.function` API can be made to deadlock when two `tf.function` decorated Python functions are mutually recursive. This occurs due to using a non-reentrant `... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.1
HIGHCVE-2021-41212
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `tf.ragged.cross` can trigger a read outside of bounds of heap allocated array. The fix will be included in TensorFlow 2.7.0. We will also cherry... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.1
HIGHCVE-2021-41211
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `QuantizeV2` can trigger a read outside of bounds of heap allocated array. This occurs whenever `axis` is a negative value less than `-1`. In thi... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.1
HIGHCVE-2021-41210
TensorFlow is an open source platform for machine learning. In affected versions the shape inference functions for `SparseCountSparseOutput` can trigger a read outside of bounds of heap allocated array. The fix will be included in TensorFlow 2.7.0. We wil... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41209
TensorFlow is an open source platform for machine learning. In affected versions the implementations for convolution operators trigger a division by 0 if passed empty filter tensor arguments. The fix will be included in TensorFlow 2.7.0. We will also cher... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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8.8
HIGHCVE-2021-41208
TensorFlow is an open source platform for machine learning. In affected versions the code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service (via dereferencing `nullptr`s or via `CHECK`-failur... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41207
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `ParallelConcat` misses some input validation and can produce a division by 0. The fix will be included in TensorFlow 2.7.0. We will also cherrypick thi... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024