CVE-2021-37685

TensorFlow is an end-to-end open source platform for machine learning. In affected versions TFLite's expanddims.cc contains a vulnerability which allows reading one element outside of bounds of heap allocated data. If axis is a large negative value e.g., -100000, then after the first if it would...

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. We have patched the issue in GitHub commit 718721986aa137691ee23f03638867151f74935f. The fix will be includ...

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...

CVE-2021-29601

TensorFlow is an end-to-end open source platform for machine learning. The TFLite implementation of concatenation is vulnerable to an integer overflow issuehttps://github.com/tensorflow/tensorflow/blob/7b7352a724b690b11bfaae2cd54bc3907daf6285/tensorflow/lite/kernels/concatenation.ccL70-L76. An...

CVE-2021-29589

TensorFlow is an end-to-end open source platform for machine learning. The reference implementation of the GatherNd TFLite operator is vulnerable to a division by zero...

CVE-2021-29605

TensorFlow is an end-to-end open source platform for machine learning. The TFLite code for allocating TFLiteIntArrays is vulnerable to an integer overflow issuehttps://github.com/tensorflow/tensorflow/blob/4ceffae632721e52bf3501b736e4fe9d1221cdfa/tensorflow/lite/c/common.cL24-L27. An attacker can...

CVE-2021-29606

TensorFlow is an end-to-end open source platform for machine learning. A specially crafted TFLite model could trigger an OOB read on heap in the TFLite implementation of...

CVE-2021-29588

TensorFlow is an end-to-end open source platform for machine learning. The optimized implementation of the TransposeConv TFLite operator is vulnerable to a division by zero error. An attacker can craft a model such that strideh,w values are 0. Code calling this function must validate these...

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. The GetVariableInput function can return a null pointer but GetTensorData assumes that the argument is always a valid tensor...

CVE-2022-23561

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause a write outside of bounds of an array in TFLite. In fact, the attacker can override the linked list used by the memory allocator. This can be leveraged for an arbitrary write primitive...

Denial Of Service (DoS)

TensorFlow is vulnerable to Denial of Service DoS. The vulnerability is due to insufficient validation of user-controlled input in TFLite's convolution code, where the code does not check if the divisor is zero before performing division. This allows an attacker to exploit the division by zero...

Division By Zero Error

TensorFlow is vulnerable to a Division By Zero Error. The vulnerability is due to a division by zero error in the TFLite implementation of hashtable lookup when the values tensor's first dimension is 0, allowing an attacker to craft a model that, when processed, triggers the division by zero erro...

Divide By Zero

tensorflow, tensorflowcpu and tensorflowgpu are vulnerable to Divide By Zero. The vulnerability is caused due to a missing validation where the implementation of fully connected layers in TFLite is vulnerable to a division by zero error. An attacker can craft a model such that filter-dims-data1 i...

Division By Zero Error

TensorFlow is vulnerable to Division By Zero Error. The vulnerability is due to the SVDF TFLite operator does not properly handle cases where params-rank is set to 0, allowing an attacker to craft a model that triggers a division by zero error...

Uncontrolled Recursion

TensorFlow is vulnerable to an Uncontrolled Recursion vulnerability. The vulnerability is due to the failure to check for loops between nodes in TFLite graphs, allowing an attacker to craft models that could cause infinite loops or stack overflow during evaluation...

Null Pointer Dereference

TensorFlow is vulnerable to a null pointer dereference. The vulnerability exists due to unconditionally dereferencing a pointer in the TFLite model, allowing an attacker to craft a TFLite model that triggers this dereference. It leads to crash the system and cause a denial of service...

Out-of-bounds Read

TensorFlow is vulnerable to an Out-of-bounds Read. The vulnerability is due to improper validation of the axisvalue in the TFLite implementation of SplitV, which can lead to accessing data outside the bounds of the tensor shape array...

Divide By Zero

tensorflow is vulnerable to Divide By Zero. The vulnerability is caused due to a defect in the implementation of BatchToSpaceNd where TFLite operator is vulnerable to a division by zero error. An attacker can craft a model such that one dimension of the block input is 0 resulting in the...

Out-of-bounds Write

tensorflow, tensorflowcpu and tensorflowgpu are vulnerable to Out-of-bounds Write. The vulnerability is caused due to a missing validation. A specially crafted TFLite model could trigger an OOB write on heap in the TFLite implementation of ArgMin/ArgMax'...

Integer Overflow

TensorFlow is vulnerable to an Integer Overflow. The vulnerability is due to an integer overflow in the TFLite code for allocating TFLiteIntArrays, allowing attackers to craft models that cause memory corruption by dereferencing invalid pointers...