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-2021-29598

The CVE-2021-29598 entry concerns TensorFlow’s SVDF TFLite operator, where a division-by-zero can occur if params->rank is 0. The SVDF implementation in TensorFlow Lite is the affected component; the root cause is a rank-dependent modulo check that can fail when rank is 0, leading to a crash/d...

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-2021-37642

CVE-2021-37642 involves TensorFlow’s tf.raw_ops.ResourceScatterDiv, where an implementation division-by-zero can occur in affected builds. Public details confirm this is rooted in the shared binary-ops class and that a patch was applied in GitHub commit 4aacb30888638da75023e6601149415b39763d76, w...

CVE-2022-41885

TensorFlow vulnerability CVE-2022-41885 affects tf.raw_ops.FusedResizeAndPadConv2D when handling large tensor shapes, causing a buffer/overflow. A fix was committed (d66e1d568275e6a2947de97dca7a102a211e01ce) and will be included in TensorFlow 2.11. TensorFlow team will cherry-pick this commit to ...

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-2021-29515

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-2021-29516

TensorFlow CVE-2021-29516 describes a null pointer dereference in tf.raw_ops.RaggedTensorToVariant when provided with an invalid ragged tensor. The issue arises because batched_ragged.splits(0) is dereferenced without validating non-emptiness. Affected: TensorFlow and related entries indicate the...

CVE-2021-29526

Summary: CVE-2021-29526 affects TensorFlow’s Conv2D path, where the division by a caller-controlled quantity in tf.raw_ops.Conv2D can trigger a division by zero. This vulnerability is supported by multiple sources in connected documents (OSV entries and NVD/CVE references) that describe the under...

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-2021-29569

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-2021-29580

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-2021-29604

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-2021-37644

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-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-2022-35939

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-2022-35990

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-2022-35994

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-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-2020-15214

CVE-2020-15214 affects TensorFlow Lite prior to 2.2.1 and 2.3.1. A write-out-of-bounds can occur when segment IDs are not sorted in segment_sum, due to memory allocation based on the last segment-id element, causing segmentation faults and potential memory corruption. The issue is patched in comm...

CVE-2021-29522

TensorFlow CVE-2021-29522 concerns division-by-zero in Conv3DBackprop* paths. Multiple connected sources (NVD entry, OSV advisories, GHSA advisory, CNVD entry, BIT-TENSORFLOW OSV) show that tf.raw_ops.Conv3DBackpropInputV2/Conv3DBackpropFilterV2 may fail to validate non-empty inputs, leading to a...

CVE-2021-29528

CVE-2021-29528 is a TensorFlow vulnerability in the QuantizedMul path that can trigger a division by zero. The issue arises because the implementation divides by a quantity controlled by the caller, per the cited code path in quantized_mul_op.cc. Public details confirm affected TensorFlow release...

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-2021-29591

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-2021-29615

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-2021-37648

TensorFlow SaveV2 input validation flaw (tf.raw_ops.SaveV2) allows a local attacker to trigger a NULL pointer dereference due to improper input validation in ValidateInputs. The issue was fixed in TensorFlow 2.6.0 (commit 9728c60e...); backports were planned for 2.5.1, 2.4.3, and 2.3.4. Affected ...

CVE-2021-37666

CVE-2021-37666 is a TensorFlow vulnerability in RaggedTensorToVariant where binding a reference to a null pointer occurs due to incomplete validation of splits values. The issue is addressed by the GitHub patch be7a4de6adfbd303ce08be4332554dff70362612, with the fix scheduled for TensorFlow 2.6.0 ...

CVE-2021-37671

TensorFlow CVE-2021-37671 describes a local-issue in tf.raw_ops.Map* and tf.raw_ops.OrderedMap* where binding a reference to a null pointer can occur if indices is empty, due to a missing check despite a ascending-order validation. The publicly documented fix was committed (532f5c5a…) and will be...

CVE-2021-37677

CVE-2021-37677 describes a vulnerability in TensorFlow where the shape inference for tf.raw_ops.Dequantize can segfault and cause a denial of service if invalid arguments are provided. The root cause is missing validation of the axis value used to compute minmax_rank in the shape inference code. ...

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-2022-35992

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-2022-36011

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-2022-41907

CVE-2022-41907 affects TensorFlow: when calling tf.raw_ops.ResizeNearestNeighborGrad with a very large size, an integer overflow occurs in the operation. The issue has been fixed in commit 00c821af032ba9e5f5fa3fe14690c8d28a657624 and the fix will be included in TensorFlow 2.11; TensorFlow 2.10.1,...

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-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-2021-29551

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-2021-29594

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-2021-29609

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-2021-37661

Summary: CVE-2021-37661 affects TensorFlow and causes a denial of service via the boosted_trees_create_quantile_stream_resource path when a negative number of streams is supplied. The code does not validate that num_streams is non-negative before using it to reserve memory, leading to an implicit...

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-2022-23593

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-2022-35960

CVE-2022-35960 relates to TensorFlow’s TensorListReserve check in core/kernels/list_kernels.cc. The issue occurs when num_elements is a tensor larger than size 1, causing a failed CHECK_EQ in CheckIsAlignedAndSingleElement and potentially denial of service. The documented fix is committed (b5f6fb...

CVE-2022-35998

CVE-2022-35998 affects TensorFlow. When EmptyTensorList receives an input element_shape with more than one dimension, a CHECK failure can be triggered, potentially enabling a denial of service. The issue is fixed in commit c8ba76d48567aed347508e0552a257641931024d and will be included in TensorFlo...

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-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-2022-36026

TensorFlow vulnerability CVE-2022-36026: A non-scalar num_bits input to QuantizeAndDequantizeV3 triggers a CHECK failure, enabling denial of service. The issue is fixed in commit f3f9cb38ecfe5a8a703f2c4a8fead434ef291713 and the fix will be in TensorFlow 2.10.0; cherry-picks are planned for 2.9.1,...