CVE-2021-29574

CVE-2021-29574 concerns TensorFlow. The issue is an undefined behavior in tf.raw_ops.MaxPool3DGradGrad where inputs can be empty and trigger null-pointer dereferences due to lack of input validation in pooling_ops_3d.cc. Affected context includes TensorFlow versions in the 2.x line with planned f...

CVE-2021-29575

CVE-2021-29575 targets TensorFlow’s tf.raw_ops.ReverseSequence. Concrete details from connected docs show the root cause: the operation does not validate seq_dim and batch_dim, allowing negative values to cause stack overflow or CHECK-fail Denial of Service (local). Impact is a local DoS conditio...

CVE-2021-29575 Overflow/denial of service in `tf.raw_ops.ReverseSequence`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.ReverseSequence allows for stack overflow and/or CHECK-fail based denial of service. The...

CVE-2021-29575

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.ReverseSequence allows for stack overflow and/or CHECK-fail based denial of service. The...

CVE-2021-29576 Heap buffer overflow in `MaxPool3DGradGrad`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.MaxPool3DGradGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29576

CVE-2021-29576 is a confirmed heap buffer overflow in TensorFlow related to the tf.raw_ops.MaxPool3DGradGrad implementation. The root cause is that Pool3dParameters may be initialized with invalid data because the constructor’s validation (OP_REQUIRES) can fail before completion, and the code pat...

CVE-2021-29576

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.MaxPool3DGradGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29577

CVE-2021-29577 describes a heap-buffer-overflow in TensorFlow’s tf.raw_ops.AvgPool3DGrad caused by an assumption that orig_input_shape and grad have similar first/last dimensions without proper validation. Public sources (NVD, OSV, GHSA) confirm the issue and its impact as a memory corruption vul...

CVE-2021-29577 Heap buffer overflow in `AvgPool3DGrad`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.AvgPool3DGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29577

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.AvgPool3DGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29578 Heap buffer overflow in `FractionalAvgPoolGrad`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.FractionalAvgPoolGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29578

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.FractionalAvgPoolGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29578

CVE-2021-29578 : TensorFlow’s tf.raw_ops.FractionalAvgPoolGrad is vulnerable to a heap-based buffer overflow caused by a missing validation of pooling sequence arguments against the out_backprop tensor shape. Multiple connected sources corroborate the issue and provide the same root cause. The mi...

CVE-2021-29579

TensorFlow CVE-2021-29579 concerns a heap-based buffer overflow in tf.raw_ops.MaxPoolGrad caused by missing validation when indexing out_backprop_flat. The cited patch (commit a74768f8e4efbda4def9f16ee7e13cf3922ac5f7) fixes boundary checks and was planned to be included in TensorFlow 2.6.0, with ...

CVE-2021-29579

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.MaxPoolGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29579 Heap buffer overflow in `MaxPoolGrad`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.MaxPoolGrad is vulnerable to a heap buffer overflow. The...

CVE-2021-29580 Undefined behavior and `CHECK`-fail in `FractionalMaxPoolGrad`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.FractionalMaxPoolGrad triggers an undefined behavior if one of the input tensors is empty. The code is also vulnerable to a denial of service attack as a CHECK condition becomes false and aborts...

CVE-2021-29580

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.FractionalMaxPoolGrad triggers an undefined behavior if one of the input tensors is empty. The code is also vulnerable to a denial of service attack as a CHECK condition becomes false and aborts...

CVE-2021-29580

The CVE covers TensorFlow tf.raw_ops.FractionalMaxPoolGrad with undefined behavior when an input tensor is empty and a_CHECK failure that can abort the process, per multiple sources in the Initial document. The issue arises from input/output validation (empty tensors and rank checks) in fractiona...

CVE-2021-29581

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in tf.rawops.CTCBeamSearchDecoder, an attacker can trigger denial of service via segmentation faults. The...