CVE-2022-23568

CVE-2022-23568 describes an integer overflow in TensorFlow’s AddManySparseToTensorsMap, causing a CHECK-fail when constructingTensorShape objects. The issue arises from insufficient validation of input tensor shapes and constructing large TensorShape with user-provided dimensions, enabling a deni...

CVE-2022-23580

Summary: CVE-2022-23580 affects TensorFlow; during shape inference, TensorFlow may allocate a very large vector based on a user-controlled tensor value. This can lead to resource exhaustion. The issue has a fix in TensorFlow 2.8.0, with cherry-picks to 2.7.1, 2.6.3, and 2.5.3 for affected support...

CVE-2022-35973

CVE-2022-35973 affects TensorFlow and is caused when QuantizedMatMul receives nonscalar inputs for min_a, max_a, min_b, or max_b, leading to a segfault that can trigger a denial of service. The fix was implemented in a GitHub commit (aca766ac7693bf29ed0df55ad6bfcc78f35e7f48) and will be included ...

CVE-2022-35994

CVE-2022-35994 is a denial-of-service issue in TensorFlow’s CollectiveGather when given a scalar input. Root cause: a CHECK failure in CollectiveGather. A patch was committed (c1f491817dec39a26be3c574e86a88c30f3c4770) and will be included in TensorFlow 2.10.0; the fix will also be cherry-picked t...

CVE-2022-36011

CVE-2022-36011 affects TensorFlow: a null dereference when mlir::tfg::ConvertGenericFunctionToFunctionDef is given empty function attributes. Root cause: empty attributes lead to a null dereference in MLIR/TFG import. Remediation per sources: fix landed in TensorFlow 2.10.0 and will be cherry-pic...

CVE-2023-25661

CVE-2023-25661: TensorFlow denial-of-service due to improper input validation in Convolution3DTranspose. A crafted input can crash the model in versions before 2.11.1 (PoC demonstrated via Convolution3DTranspose). The issue has been patched; upgrade to TensorFlow 2.11.1 or later. IBM advisories (...

CVE-2020-15200

CVE-2020-15200 affects TensorFlow before 2.3.1. The RaggedCountSparseOutput path does not validate that the input ragged tensor is well-formed, specifically not validating that the splits form a valid partition of values. This can set up conditions that lead to a heap-based buffer overflow and, i...

CVE-2021-29515

The CVE-2021-29515 issue affects TensorFlow MatrixDiag* ops: input tensors are not validated to be non-empty, which can lead to a null pointer dereference. The root cause is in MatrixDiagV2/V3 path handling inputs, and patches fix the issue (commit a7116dd39…) with the fix slated for TensorFlow 2...

CVE-2021-29518

CVE-2021-29518 describes a vulnerability in TensorFlow where, in eager mode, session operations can dereference a null session_state pointer, leading to undefined behavior. Concrete details from connected documents show the root cause in tensor flow core/kernels/session_ops.cc, where ctx->sess...

CVE-2021-29532

Summary: CVE-2021-29532 affects TensorFlow and describes a heap out-of-bounds read in RaggedCross when processing tensors, due to missing validation of user-supplied indices in ragged/dense/sparse paths. The vulnerability arises from code that uses list indices (e.g., next_ragged/next_sparse/next...

CVE-2021-29533

TensorFlow DrawBoundingBoxes (CVE-2021-29533) is affected by a CHECK_-driven input validation flaw that can crash the program when an empty image is passed. The root cause is input validation using CHECK_ instead of OP_REQUIRES, causing a negative max_box_row_clamp and a crash. The fix is include...

CVE-2021-29563

CVE-2021-29563 affects TensorFlow via a CHECK-fail in tf.raw_ops.RFFT that can trigger a denial of service when Eigen code operates on an empty matrix. The issue arises from a CHECK/ASSERT path and causes program termination rather than a traditional memory corruption exploit. The affected behavi...

CVE-2021-29567

TensorFlow vulnerability CVE-2021-29567: SparseDenseCwiseMul lacks validation between input dimensions, only validating input ranks. This enables local attackers to trigger CHECK failures or heap-out-of-bounds writes, causing denial of service. Affected TF versions include 2.5.0 and older release...

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-2021-29580

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-2021-29591

TensorFlow/TfLite vulnerability CVE-2021-29591 stems from loops in TFlite subgraphs (example: While) allowing potential infinite recursion and stack exhaustion during evaluation. Affected: TensorFlow/TfLite; root cause: unchecked looping between body and loop subgraphs. Impact described as stack ...

CVE-2021-29592

Summary: CVE-2021-29592 is a null pointer dereference in TensorFlow’s TFLite Reshape operator. The issue arises when the target shape is supplied by a 1-D tensor; a fix previously for CVE-2020-15209 was incomplete, potentially allowing a null buffer to be treated as valid input for a 1-D shape, l...

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-2021-37644

TensorFlow CVE-2021-37644 involves a local issue where providing a negative value in the num_elements argument to tf.raw_ops.TensorListReserve triggers a runtime abort when std::vector.resize is called with an invalid size. The vulnerability details are supported by a GitHub advisory describing t...

CVE-2021-41218

CVE-2021-41218 affects TensorFlow: the AllToAll shape-inference code can perform a division by zero when split_count is 0. This is concrete in multiple sources (NVD entry and OSV listings) and tied to TF’s tensor shape inference path for AllToAll. The documented remediation is upgrading to Tensor...

CVE-2022-23593

TensorFlow CVE-2022-23593 affects the MLIR-TFRT simplifyBroadcast path. When shapes are scalar, maxRank becomes 0 and an empty SmallVector is built, leading to a segfault (denial of service). The fix is planned for TensorFlow 2.8.0; upgrading to that version (or newer) is the remediation if appli...

CVE-2022-41894

CVE-2022-41894 affects TensorFlow/TFLite CONV_3D_TRANSPOSE reference kernel. The bug increments data_ptr by num_channels instead of output_num_channels, enabling an out-of-bounds write to the bias buffer when input channels exceed output channels. Attack requires using the reference kernel resolv...

CVE-2020-26267

CVE-2020-26267 affects TensorFlow where tf.raw_ops.DataFormatVecPermute does not validate src_format and dst_format, allowing uninitialized memory accesses, out-of-bounds reads, or crashes by assuming a NHWC permutation. Affected releases include various TensorFlow branches; fixes are published i...

CVE-2021-29548

TensorFlow vulnerability CVE-2021-29548 concerns the QuantizedBatchNormWithGlobalNormalization path. The issue is a runtime division-by-zero that can cause a denial of service due to insufficient validation of the op contract in the quantized batch-norm kernel. A fix is planned and will be includ...

CVE-2021-29586

CVE-2021-29586 affects TensorFlow (TFLite pooling) where optimized pooling implementations fail to validate stride values, allowing params->stride_height/width to be zero and cause a division by zero in ComputePaddingHeightWidth. Practically, this is a vulnerability in the pooling path of Tens...

CVE-2021-29609

TensorFlow SparseAdd (CVE-2021-29609) has incomplete validation for sparse tensor inputs, allowing invalid tensor triples to slip through valid code paths. The vulnerability arises from not validating that inputs are non-empty and that the second dimension of *_indices matches the corresponding *...

CVE-2021-29615

CVE-2021-29615 affects TensorFlow and involves a stack overflow in the ParseAttrValue implementation caused by recursive parsing of nested attributes. Connected sources (OSV/GHSA/CNVD/NVD entries) consistently describe this as a vulnerability in TensorFlow’s attribute parsing path, with the fix s...

CVE-2022-35990

TensorFlow vulnerability CVE-2022-35990 affects the tf.quantization.fake_quant_with_min_max_vars_per_channel_gradient function. When input min or max tensors have rank other than 1, a CHECK failure can trigger a denial of service. The issue has been patched in commit f3cf67ac5705f4f04721d15e485e1...

CVE-2022-36002

CVE-2022-36002 affects TensorFlow: Unbatch can trigger a denial of service when given a nonscalar id input, due to a CHECK failure. The issue has been patched in commit 4419d10d576adefa36b0e0a9425d2569f7c0189f and will be included in TensorFlow 2.10.0; affected releases will also receive a cherry...

CVE-2021-29524

TensorFlow (Conv2DBackpropFilter) suffers a division-by-zero vulnerability caused by a modulus operation in conv_grad_shape_utils.cc where the divisor is supplied by the caller. The concrete issue has been tracked as CVE-2021-29524 and is documented across multiple sources (OSV and Ghsa advisorie...

CVE-2021-29537

CVE-2021-29537 affects TensorFlow: a heap buffer overflow in QuantizedResizeBilinear triggered by invalid quantization thresholds. Root cause is assuming two scalar inputs are valid and directly indexing their values; if min/max tensors are empty, accessing element 0 overflows. Public details con...

CVE-2021-29569

CVE-2021-29569: TensorFlow MaxPoolGradWithArgmax reads past heap bounds when input_min/input_max are empty. The issue stems from accessing first elements of flat() on empty tensors. Patches fix in TensorFlow 2.5.0 and will be cherry-picked to 2.4.2, 2.3.3, 2.2.3, and 2.1.4. Affected ranges are th...

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-2021-29594

This CVE refers to TensorFlow/TFLite: the convolution code in TFLite may perform divisions where the divisor is user-controlled and not checked for zero, risking abnormal behavior or a crash. The root cause is division by zero in the TFLite convolution path (conv.cc). The issue is mitigated by a ...

CVE-2021-29604

TensorFlow/TFLite hashtable lookup (HashtableLookup) is affected by a division-by-zero in hashtable_lookup.cc when the first dimension of values is 0. Root cause: num_rows derived from the 0th dimension leads to invalid division. Affected: TensorFlow/TFLite hashtable lookup; fix slated for Tensor...

CVE-2021-41199

CVE-2021-41199 refers to an overflow crash in TensorFlow’s tf.image.resize when the output size is very large. Affected TF versions up to 2.7.0 (and cherry-picks for 2.6.1, 2.5.2, 2.4.4) abort the process via a CHECK failure due to int64 overflow while computing the output tensor size. Connected ...

CVE-2022-23581

CVE-2022-23581 concerns the Grappler optimizer in TensorFlow. The vulnerability arises when a SavedModel is altered in a way that triggers a CHECK failure in IsSimplifiableReshape, enabling a denial of service. Technical details in the connected documents specify the affected component as the Gra...

CVE-2022-23588

CVE-2022-23588 affects TensorFlow: a malicious SavedModel can trigger Grappler optimizer to build a tensor using a reference dtype, causing a crash via a CHECK-fail in the Tensor constructor. The issue is fixed in TensorFlow 2.8.0; commits are cherry-picked to 2.7.1, 2.6.3, and 2.5.3 for affected...

CVE-2022-23589

CVE-2022-23589 affects the Grappler component of TensorFlow. The vulnerability is a null pointer dereference that can occur during constant folding when SavedModel nodes are missing, and similarly in IsIdentityConsumingSwitch. The fix is in TensorFlow 2.8.0, with cherry-picks to 2.7.1, 2.6.3, and...

CVE-2022-35934

CVE-2022-35934 : TensorFlow’s tf.reshape op is vulnerable to a denial of service caused by a CHECK-failure when overflowing the number of tensor elements. The issue is patched in commit 61f0f9b94df8c0411f0ad0ecc2fec2d3f3c33555; the fix is planned for TensorFlow 2.10.0 and will be cherry-picked to...

CVE-2022-35939

CVE-2022-35939 concerns TensorFlow’s ScatterNd in TensorFlow Lite and core TF, where an input index outside the output bounds can write at an invalid location or crash. The issue is fixed via commit b4d4b4cb019bd7240a52daa4ba61e3cc814f0384 and the patch is scheduled for inclusion in TensorFlow 2....

CVE-2022-35992

TensorFlow’s CVE-2022-35992 affects TensorListFromTensor when element_shape has rank > 1, triggering a CHECK failure that can lead to denial of service. The issue is addressed by GitHub commit 3db59a042a38f4338aa207922fa2f476e000a6ee and will be fixed in TensorFlow 2.10.0; Red Hat and IBM advi...

CVE-2022-36014

TensorFlow vulnerability CVE-2022-36014: a null dereference in mlir::tfg::TFOp::nameAttr when provided a null type list, causing a crash (denial of service potential). Fixed in GitHub commits 3a754740d5414e362512ee981eefba41561a63a6 and a0f0b9a21c9270930457095092f558fbad4c03e5. The patch will be ...

CVE-2018-7575

CVE-2018-7575 affects Google TensorFlow 1.7.x and earlier. Connected sources describe a buffer/integer overflow in parsing a malicious meta checkpoint: the block size in a meta file may contain a large int64 value, causing an overflow when added and potentially leading to an out-of-bounds read in...

CVE-2020-26270

CVE-2020-26270 affects TensorFlow: when an LSTM/GRU layer receives a zero-length input, the CUDA backend triggers a CHECK failure leading to a denial-of-service (query-of-death). Public sources consistently describe this as a vulnerability in affected TensorFlow builds, with fixes implemented in ...

CVE-2021-29521

TensorFlow CVE-2021-29521: A bug in tf.raw_ops.SparseCountSparseOutput triggers a segmentation fault when dense_shape contains negative values. Root cause is the implementation assuming the first element of dense_shape is positive to initialize BatchedMap; with multi-element shapes, num_batches d...

CVE-2021-29551

TensorFlow CVE-2021-29551 relates to MatrixTriangularSolve: the kernel failed to terminate when input validation fails, enabling a potential heap OOB read with crafted tensors. The issue is tied to OP_REQUIRES paths not aborting before using inputs, leading to invalid data usage in bcast construc...

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 ...

CVE-2021-29571

TensorFlow DrawBoundingBoxesV2 memory corruption issue (CVE-2021-29571) arises when the last dimension of boxes is

CVE-2021-29611

TensorFlow vulnerability CVE-2021-29611: In SparseReshape, input validation is incomplete, allowing a denial-of-service via a CHECK failure. The issue affects multiple TF releases (notably the 2.3.3, 2.4.2 and 2.5.0 lines are mentioned for fixes/patches). The patch is referenced as commit 1d04d7d...