CVE-2021-29612

TensorFlow CVE-2021-29612 describes a heap-based buffer overflow in the Eigen-based tf.raw_ops.BandedTriangularSolve path. Root cause: ValidateInputTensors fails to check for empty inputs, and OP_REQUIRES validation may not propagate status, making the validation ineffective. Impact: potential co...

CVE-2021-29612

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a heap buffer overflow in Eigen implementation of tf.rawops.BandedTriangularSolve. The...

CVE-2021-29613 Incomplete validation in `tf.raw_ops.CTCLoss`

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in tf.rawops.CTCLoss allows an attacker 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, TensorFlow 2.3.3,...

CVE-2021-29613

CVE-2021-29613 covers TensorFlow CTCLoss: the vulnerability is caused by incomplete validation in tf.raw_ops.CTCLoss that can trigger an out-of-bounds read from the heap (and related heap buffer overflow/null-pointer dereference conditions) as described in multiple sources. Affected: TensorFlow r...

CVE-2021-29613

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in tf.rawops.CTCLoss allows an attacker 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, TensorFlow 2.3.3,...

CVE-2021-29614

CVE-2021-29614 affects TensorFlow: the tf.io.decode_raw path (padded version) mishandles fixed_length with wider datatypes, advancing the output pointer by fixed_length bytes even when only fixed_length bytes are copied. This causes parts of input not to be decoded and can lead to out-of-bounds w...

CVE-2021-29614 Interpreter crash from `tf.io.decode_raw`

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.io.decoderaw produces incorrect results and crashes the Python interpreter when combining fixedlength and wider datatypes. The implementation of the padded...

CVE-2021-29614

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.io.decoderaw produces incorrect results and crashes the Python interpreter when combining fixedlength and wider datatypes. The implementation of the padded...

CVE-2021-29555

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.FusedBatchNorm. This is because the...

CVE-2021-29555

TensorFlow CVE-2021-29555 describes a denial-of-service vulnerability in tf.raw_ops.FusedBatchNorm caused by a division operation based on the last tensor dimension, which can be triggered by user-provided input. The issue affects the FusedBatchNorm path and has been patched; TensorFlow 2.5.0 wil...

CVE-2021-29555 Division by 0 in `FusedBatchNorm`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.FusedBatchNorm. This is because the...

CVE-2021-29556 Division by 0 in `Reverse`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.Reverse. This is because the...

CVE-2021-29556

CVE-2021-29556 affects TensorFlow cores with a Denial of Service via a division-by-first-dimension in tf.raw_ops.Reverse. The vulnerability arises because N = input.dim_size(0) is used to compute cost_per_unit, enabling a user-controlled trigger (through the tensor’s first dimension) to cause a F...

CVE-2021-29556

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.Reverse. This is because the...

CVE-2021-29557

CVE-2021-29557 : TensorFlow’s DoS is caused by a division-by-zero in tf.raw_ops.SparseMatMul when the second operand (b) is an empty tensor, triggering a runtime error deep in Eigen. Public sources in connected documents confirm this vulnerability in TensorFlow’s SparseMatMul, with remediation de...

CVE-2021-29557

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...

CVE-2021-29557 Division by 0 in `SparseMatMul`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...

CVE-2021-29558

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow in tf.rawops.SparseSplit. This is because the...

CVE-2021-29558 Heap buffer overflow in `SparseSplit`

TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a heap buffer overflow in tf.rawops.SparseSplit. This is because the...

CVE-2021-29558

TensorFlow SparseSplit heap overflow (CVE-2021-29558) : Multiple security records (OSV, GHSA, CNVD, NVD) describe a heap-based overflow in tf.raw_ops.SparseSplit caused by accessing an array element using a user-controlled offset in SparseTensor.h. The vulnerability can lead to denial of service ...