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Vulnerabilities

Google TensorFlow

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

431CVEs

CVE-2022-29208

Segfault and Out-of-bounds Write write due to incomplete validation in TensorFlow

Published 2022-05-20 · Modified

7.1EPSS 0.004

CVE-2021-29613

Incomplete validation in `tf.raw_ops.CTCLoss`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29605

Integer overflow in TFLite memory allocation

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-41211

Heap OOB read in shape inference for `QuantizeV2`

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-29560

Heap buffer overflow in `RaggedTensorToTensor`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-41212

Heap OOB read in `tf.ragged.cross`

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-41223

Heap OOB read in `FusedBatchNorm` kernels

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-41224

`SparseFillEmptyRows` heap OOB read

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-41226

Heap OOB read in `SparseBinCount`

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-29553

Heap OOB in `QuantizeAndDequantizeV3`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29559

Heap OOB access in unicode ops

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29569

Heap out of bounds read in `RequantizationRange`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29582

Heap OOB read in `tf.raw_ops.Dequantize`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29532

Heap out of bounds read in `RaggedCross`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29590

Heap OOB read in TFLite's implementation of `Minimum` or `Maximum`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-29601

Integer overflow in TFLite concatentation

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-37682

Use of unitialized value in TensorFlow Lite

Published 2021-08-12 · Modified

7.1EPSS 0.002

CVE-2021-29570

Heap out of bounds read in `MaxPoolGradWithArgmax`

Published 2021-05-14 · Modified

7.1EPSS 0.002

CVE-2021-41205

Heap OOB read in all `tf.raw_ops.QuantizeAndDequantizeV*` ops

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2021-41210

Heap OOB read in `tf.raw_ops.SparseCountSparseOutput`

Published 2021-11-05 · Modified

7.1EPSS 0.002

CVE-2022-23563

Insecure temporary file in Tensorflow

Published 2022-02-04 · Modified

7.1EPSS 0.001

CVE-2020-15201

Heap buffer overflow in Tensorflow

Published 2020-09-25 · Modified

6.8EPSS 0.006

CVE-2021-41227

Arbitrary memory read in `ImmutableConst`

Published 2021-11-05 · Modified

6.6EPSS 0.002

CVE-2021-37690

Use after free and segfault in shape inference functions in TensorFlow

Published 2021-08-12 · Modified

6.6EPSS 0.002

CVE-2022-23581

`CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.012

CVE-2022-23567

Integer overflows in Tensorflow

Published 2022-02-03 · Modified

6.5EPSS 0.011

CVE-2022-23589

Null pointer dereference in Grappler's `IsConstant` in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.011

CVE-2022-23570

Null-dereference in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.010

CVE-2022-23572

Crash when type cannot be specialized in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.010

CVE-2022-23585

Memory leak in decoding PNG images in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.010

CVE-2022-23583

`CHECK`-failures in binary ops in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.009

CVE-2022-23588

`CHECK`-fails due to attempting to build a reference tensor in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.009

CVE-2022-21731

Type confusion leading to segfault in Tensorflow

Published 2022-02-03 · Modified

6.5EPSS 0.009

CVE-2022-23579

`CHECK`-failures during Grappler's `SafeToRemoveIdentity` in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.008

CVE-2022-23580

Abort caused by allocating a vector that is too large in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.008

CVE-2022-21733

Memory exhaustion in Tensorflow

Published 2022-02-03 · Modified

6.5EPSS 0.008

CVE-2022-21741

Division by zero in TFLite

Published 2022-02-03 · Modified

6.5EPSS 0.008

CVE-2022-23568

Integer overflows in Tensorflow

Published 2022-02-03 · Modified

6.5EPSS 0.008

CVE-2022-23586

Multiple `CHECK`-fails in `function.cc` in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.008

CVE-2022-23575

Integer overflow in Tensorflow

Published 2022-02-04 · Modified

6.5EPSS 0.008

Google TensorFlow

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