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google tensorflow 2.5.0 vulnerabilities and exploits
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4.6
CVSSv2
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
2.1
CVSSv2
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
2.1
CVSSv2
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
2.1
CVSSv2
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
2.1
CVSSv2
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
2.1
CVSSv2
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
2.1
CVSSv2
CVE-2021-37644
TensorFlow is an end-to-end open source platform for machine learning. In affected versions providing a negative element to `num_elements` list argument of `tf.raw_ops.TensorListReserve` causes the runtime to abort the process due to reallocating a `std::vector` to have a negativ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
6.4
CVSSv2
CVE-2021-35958
TensorFlow up to and including 2.5.0 allows malicious users to overwrite arbitrary files via a crafted archive when tf.keras.utils.get_file is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.get_file is not intended for untrusted archives
Google Tensorflow
2 Github repositories
2.1
CVSSv2
CVE-2021-29539
TensorFlow is an end-to-end open source platform for machine learning. Calling `tf.raw_ops.ImmutableConst`(https://www.tensorflow.org/api_docs/python/tf/raw_ops/ImmutableConst) with a `dtype` of `tf.resource` or `tf.variant` results in a segfault in the implementation as code ass...
Google Tensorflow
3.6
CVSSv2
CVE-2021-29613
TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in `tf.raw_ops.CTCLoss` allows an malicious user to trigger an OOB read from heap. The fix will be included in TensorFlow 2.5.0. We will also cherrypick these commits on TensorFlow 2.4.2,...
Google Tensorflow
CVSSv2
CVSSv2
CVSSv3
VMScore
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