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tensorflow vulnerabilities and exploits
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7.8
CVSSv3
CVE-2021-37679
TensorFlow is an end-to-end open source platform for machine learning. In affected versions it is possible to nest a `tf.map_fn` within another `tf.map_fn` call. However, if the input tensor is a `RaggedTensor` and there is no function signature provided, code assumes the output ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37681
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of SVDF in TFLite is [vulnerable to a null pointer error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.1
CVSSv3
CVE-2021-37682
TensorFlow is an end-to-end open source platform for machine learning. In affected versions all TFLite operations that use quantization can be made to use unitialized values. [For example](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tens...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37683
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of division in TFLite is [vulnerable to a division by 0 error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/ker...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37686
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the strided slice implementation in TFLite has a logic bug which can allow an malicious user to trigger an infinite loop. This arises from newly introduced support for [ellipsis in axis de...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37688
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a null pointer dereference, which would result in a crash and denial of service. The [implementation](https://github.com/tensorflow/...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37689
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a null pointer dereference, which would result in a crash and denial of service. This is caused by the MLIR optimization of `L2Norma...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
6.6
CVSSv3
CVE-2021-37690
TensorFlow is an end-to-end open source platform for machine learning. In affected versions when running shape functions, some functions (such as `MutableHashTableShape`) produce extra output information in the form of a `ShapeAndType` struct. The shapes embedded in this struct a...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37691
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can craft a TFLite model that would trigger a division by zero error in LSH [implementation](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b810...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37650
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation for `tf.raw_ops.ExperimentalDatasetToTFRecord` and `tf.raw_ops.DatasetToTFRecord` can trigger heap buffer overflow and segmentation fault. The [implementation](https://g...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
CVSSv3
CVSSv2
CVSSv3
VMScore
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local file inclusion
memory leak
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