Latest CVE Feed
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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
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7.1
HIGHCVE-2021-41205
TensorFlow is an open source platform for machine learning. In affected versions the shape inference functions for the `QuantizeAndDequantizeV*` operations can trigger a read outside of bounds of heap allocated array. The fix will be included in TensorFlo... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41204
TensorFlow is an open source platform for machine learning. In affected versions during TensorFlow's Grappler optimizer phase, constant folding might attempt to deep copy a resource tensor. This results in a segfault, as these tensors are supposed to not ... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41203
TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and `CHECK`-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is bec... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41202
TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conv... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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7.8
HIGHCVE-2021-41201
TensorFlow is an open source platform for machine learning. In affeced versions during execution, `EinsumHelper::ParseEquation()` is supposed to set the flags in `input_has_ellipsis` vector and `*output_has_ellipsis` boolean to indicate whether there is e... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41200
TensorFlow is an open source platform for machine learning. In affected versions if `tf.summary.create_file_writer` is called with non-scalar arguments code crashes due to a `CHECK`-fail. The fix will be included in TensorFlow 2.7.0. We will also cherrypi... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41199
TensorFlow is an open source platform for machine learning. In affected versions if `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in th... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41198
TensorFlow is an open source platform for machine learning. In affected versions if `tf.tile` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41197
TensorFlow is an open source platform for machine learning. In affected versions TensorFlow allows tensor to have a large number of dimensions and each dimension can be as large as desired. However, the total number of elements in a tensor must fit within... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41196
TensorFlow is an open source platform for machine learning. In affected versions the Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative. This is due to the TensorFlow's implementation of pooling operatio... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024
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5.5
MEDIUMCVE-2021-41195
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `tf.math.segment_*` operations results in a `CHECK`-fail related abort (and denial of service) if a segment id in `segment_ids` is large. This is simila... Read more
Affected Products : tensorflow- Published: Nov. 05, 2021
- Modified: Nov. 21, 2024