Latest CVE Feed
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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
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7.8
HIGHCVE-2021-41206
TensorFlow is an open source platform for machine learning. In affected versions several TensorFlow operations are missing validation for the shapes of the tensor arguments involved in the call. Depending on the API, this can result in undefined behavior ... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024