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 attacker to trigger an infinite loop. This arises from newly introduced support for ellipsis in axis definition. An attacker ca...

PYSEC-2021-298

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in tf.rawops.SparseFillEmptyRows. The shape inference implementation does not validate that the input arguments are not empt...

PYSEC-2021-778

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in tf.rawops.UnicodeEncode. The implementation reads the first dimension of the inputsplits tensor before validating that th...

PYSEC-2021-589

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in tf.rawops.SparseFillEmptyRows. The shape inference implementation does not validate that the input arguments are not empt...

PYSEC-2021-289

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in tf.rawops.UnicodeEncode. The implementation reads the first dimension of the inputsplits tensor before validating that th...

PYSEC-2021-782

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in tf.rawops.Map and tf.rawops.OrderedMap operations. The implementation has a check in place to ensure that indices is in...

PYSEC-2021-593

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-2021-37681 Null pointer exception in TensorFlow Lite

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-2021-37681

CVE-2021-37681 affects TensorFlow (SVDF in TFLite); root cause is a potential null dereference where GetVariableInput can return nullptr and GetTensorData assumes a valid tensor. A fix was committed (5b048e87e4e55990dae6b547add4dae59f4e1c76) and will be included in TensorFlow 2.6.0, with cherry-p...

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-2021-37689

CVE-2021-37689 : In TensorFlow’s TFLite MLIR optimizations, the L2NormalizeReduceAxis path dereferences a vector iterator without checking for elements, enabling a local attack to crash the process (DoS) via a crafted TFLite model. A patch was applied in the referenced GitHub commit (d6b57f461b39...

CVE-2021-37689 Null pointer dereference in TensorFlow Lite MLIR optimizations

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 L2NormalizeReduceAxis...

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 L2NormalizeReduceAxis...

CVE-2021-37688

CVE-2021-37688 is a TensorFlow/TFLite vulnerability describing a null pointer dereference in TFLite kernels (implemented in optimized_ops.h) that can crash the process and cause denial of service when processing a crafted TFLite model. The issue is a local condition, with the vulnerable path unco...

CVE-2021-37688 Null pointer dereference in TensorFlow Lite

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 unconditionally dereferences a pointer. We have...

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 attacker to trigger an infinite loop. This arises from newly introduced support for ellipsis in axis definition. An attacker ca...

CVE-2021-37686

CVE-2021-37686 – TensorFlow TFLite infinite loop in strided_slice . The issue is in the TFLite strided_slice implementation where the new ellipsis in axis definitions can cause ellipsis_end_idx to be smaller than i. This prevents the inner loop from advancing i, and a continued loop skips the out...

CVE-2021-37686 Infinite loop in TensorFlow Lite

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 attacker to trigger an infinite loop. This arises from newly introduced support for ellipsis in axis definition. An attacker ca...

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-2021-37680

CVE-2021-37680 affects TensorFlow/TSLite, where the division-by-zero vulnerability resides in the implementation of fully connected layers in TFLite. The issue is triggered by a crafted input causing batch_size calculation (input_size / filter->dims->data[1]) to divide by zero. A patch is p...