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tensorflow vulnerabilities and exploits
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187
VMScore
CVE-2021-37680
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of fully connected layers in TFLite is [vulnerable to a division by zero error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/te...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
409
VMScore
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
320
VMScore
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
187
VMScore
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
187
VMScore
CVE-2021-37684
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementations of pooling in TFLite are vulnerable to division by 0 errors as there are no checks for divisors not being 0. We have patched the issue in GitHub commit [dfa22b348b70bb8...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
187
VMScore
CVE-2021-37685
TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's [`expand_dims.cc`](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/expand_dims.cc#L36-L50) contains a vulnerabi...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
187
VMScore
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
187
VMScore
CVE-2021-37687
TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's [`GatherNd` implementation](https://github.com/tensorflow/tensorflow/blob/149562d49faa709ea80df1d99fc41d005b81082a/tensorflow/lite/kernels/gather_nd.cc#L124) does not support...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
187
VMScore
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
409
VMScore
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
VMScore
CVSSv2
CVSSv3
VMScore
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