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Vulnerabilities

Google TensorFlow

Ranked by severity, then by exploit likelihood. Click a CVE ID for its full record.

431CVEs

CVE-2022-29197

Missing validation causes denial of service in TensorFlow via `UnsortedSegmentJoin`

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29198

Missing validation causes denial of service in TensorFlow via `SparseTensorToCSRSparseMatrix`

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29199

Missing validation causes denial of service in TensorFlow via `LoadAndRemapMatrix`

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29200

Missing validation causes denial of service in TensorFlow via `LSTMBlockCell`

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29205

Segfault due to missing support for quantized types in TensorFlow

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29207

Undefined behavior when users supply invalid resource handles in TensorFlow

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29202

Denial of service in TensorFlow due to lack of validation in `tf.ragged.constant`

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29212

Core dump when loading TFLite models with quantization in TensorFlow

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2021-41197

Crashes due to overflow and `CHECK`-fail in ops with large tensor shapes

Published 2021-11-05 · Modified

5.5EPSS 0.003

CVE-2022-29211

Segfault in TensorFlow if `tf.histogram_fixed_width` is called with NaN values

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2022-29213

Incomplete validation in signal ops leads to crashes in TensorFlow

Published 2022-05-20 · Modified

5.5EPSS 0.003

CVE-2021-29544

CHECK-fail in `QuantizeAndDequantizeV4Grad`

Published 2021-05-14 · Modified

5.5EPSS 0.003

CVE-2021-41213

Deadlock in mutually recursive `tf.function` objects

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-41196

Crash in `max_pool3d` when size argument is 0 or negative

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-41198

Overflow/crash in `tf.tile` when tiling tensor is large

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-41199

Overflow/crash in `tf.image.resize` when size is large

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-41200

Incomplete validation in `tf.summary.create_file_writer`

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-29617

Crash in `tf.strings.substr` due to `CHECK`-fail

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29618

Crash in `tf.transpose` with complex inputs

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2022-29210

Heap buffer overflow due to incorrect hash function in TensorFlow

Published 2022-05-20 · Modified

5.5EPSS 0.002

CVE-2021-29551

OOB read in `MatrixTriangularSolve`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29533

CHECK-fail in DrawBoundingBoxes

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-41195

Crash in `tf.math.segment_*` operations

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-41202

Overflow/crash in `tf.range`

Published 2021-11-05 · Modified

5.5EPSS 0.002

CVE-2021-29615

Stack overflow in `ParseAttrValue` with nested tensors

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29611

Incomplete validation in `SparseReshape`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29542

Heap buffer overflow in `StringNGrams`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29516

Null pointer dereference via invalid Ragged Tensors

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29526

Division by 0 in `Conv2D`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29575

Overflow/denial of service in `tf.raw_ops.ReverseSequence`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29619

Segfault in `tf.raw_ops.SparseCountSparseOutput`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-37687

Heap OOB in TensorFlow Lite's `Gather*` implementations

Published 2021-08-12 · Modified

5.5EPSS 0.002

CVE-2021-29543

CHECK-fail in `CTCGreedyDecoder`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29545

Heap buffer overflow in `SparseTensorToCSRSparseMatrix`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29547

Heap out of bounds in `QuantizedBatchNormWithGlobalNormalization`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29548

Division by 0 in `QuantizedBatchNormWithGlobalNormalization`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29549

Division by 0 in `QuantizedAdd`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29550

Division by 0 in `FractionalAvgPool`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29552

CHECK-failure in `UnsortedSegmentJoin`

Published 2021-05-14 · Modified

5.5EPSS 0.002

CVE-2021-29554

Division by 0 in `DenseCountSparseOutput`

Published 2021-05-14 · Modified

5.5EPSS 0.002

Google TensorFlow

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