GHSA-828X-QC2P-WPRQ Undefined behavior in `MaxPool3DGradGrad`

Impact The implementation of tf.rawops.MaxPool3DGradGrad exhibits undefined behavior by dereferencing null pointers backing attacker-supplied empty tensors: python import tensorflow as tf originput = tf.constant0.0, shape=1, 1, 1, 1, 1, dtype=tf.float32 origoutput = tf.constant0.0, shape=1, 1, 1,...

Undefined behavior in `MaxPool3DGradGrad`

Impact The implementation of tf.rawops.MaxPool3DGradGrad exhibits undefined behavior by dereferencing null pointers backing attacker-supplied empty tensors: python import tensorflow as tf originput = tf.constant0.0, shape=1, 1, 1, 1, 1, dtype=tf.float32 origoutput = tf.constant0.0, shape=1, 1, 1,...

Division by 0 in `MaxPoolGradWithArgmax`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax is vulnerable to a division by 0: python import tensorflow as tf input = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 grad = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 argmax = tf.constant, shape=0, dtype=tf.int64 ksize = 1, 1, ...

GHSA-9VPM-RCF4-9WQW Division by 0 in `MaxPoolGradWithArgmax`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax is vulnerable to a division by 0: python import tensorflow as tf input = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 grad = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 argmax = tf.constant, shape=0, dtype=tf.int64 ksize = 1, 1, ...

Reference binding to nullptr in `SdcaOptimizer`

Impact The implementation of tf.rawops.SdcaOptimizer triggers undefined behavior due to dereferencing a null pointer: python import tensorflow as tf sparseexampleindices = tf.constant0, dtype=tf.int64, tf.constant0, dtype=tf.int64 sparsefeatureindices = tf.constant, shape=0, 0, 0, 0,...

GHSA-5GQF-456P-4836 Reference binding to nullptr in `SdcaOptimizer`

Impact The implementation of tf.rawops.SdcaOptimizer triggers undefined behavior due to dereferencing a null pointer: python import tensorflow as tf sparseexampleindices = tf.constant0, dtype=tf.int64, tf.constant0, dtype=tf.int64 sparsefeatureindices = tf.constant, shape=0, 0, 0, 0,...

Memory corruption in `DrawBoundingBoxesV2`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf images = tf.fill10, 96, 0, 1, 0. boxes = tf.fill10, 53, 0, 0. colors = tf.fill0, 1, 0...

GHSA-WHR9-VFH2-7HM6 Memory corruption in `DrawBoundingBoxesV2`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf images = tf.fill10, 96, 0, 1, 0. boxes = tf.fill10, 53, 0, 0. colors = tf.fill0, 1, 0...

Heap out of bounds read in `MaxPoolGradWithArgmax`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf input = tf.constant10.0, 10.0, 10.0, shape=1, 1, 3, 1, dtype=tf.float32 grad = tf.constant10.0, 10.0,...

GHSA-545V-42P7-98FQ Heap out of bounds read in `MaxPoolGradWithArgmax`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf input = tf.constant10.0, 10.0, 10.0, shape=1, 1, 3, 1, dtype=tf.float32 grad = tf.constant10.0, 10.0,...

GHSA-3H8M-483J-7XXM Heap out of bounds read in `RequantizationRange`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf input = tf.constant1, shape=1, dtype=tf.qint32 inputmax = tf.constant, dtype=tf.float32 inputmin =...

Heap out of bounds read in `RequantizationRange`

Impact The implementation of tf.rawops.MaxPoolGradWithArgmax can cause reads outside of bounds of heap allocated data if attacker supplies specially crafted inputs: python import tensorflow as tf input = tf.constant1, shape=1, dtype=tf.qint32 inputmax = tf.constant, dtype=tf.float32 inputmin =...

GHSA-4P4P-WWW8-8FV9 Reference binding to null in `ParameterizedTruncatedNormal`

Impact An attacker can trigger undefined behavior by binding to null pointer in tf.rawops.ParameterizedTruncatedNormal: python import tensorflow as tf shape = tf.constant, shape=0, dtype=tf.int32 means = tf.constant1, dtype=tf.float32 stdevs = tf.constant1, dtype=tf.float32 minvals = tf.constant1...

Reference binding to null in `ParameterizedTruncatedNormal`

Impact An attacker can trigger undefined behavior by binding to null pointer in tf.rawops.ParameterizedTruncatedNormal: python import tensorflow as tf shape = tf.constant, shape=0, dtype=tf.int32 means = tf.constant1, dtype=tf.float32 stdevs = tf.constant1, dtype=tf.float32 minvals = tf.constant1...

Lack of validation in `SparseDenseCwiseMul`

Impact Due to lack of validation in tf.rawops.SparseDenseCwiseMul, an attacker can trigger denial of service via CHECK-fails or accesses to outside the bounds of heap allocated data: python import tensorflow as tf indices = tf.constant, shape=10, 0, dtype=tf.int64 values = tf.constant, shape=0,...

GHSA-WP3C-XW9G-GPCG Lack of validation in `SparseDenseCwiseMul`

Impact Due to lack of validation in tf.rawops.SparseDenseCwiseMul, an attacker can trigger denial of service via CHECK-fails or accesses to outside the bounds of heap allocated data: python import tensorflow as tf indices = tf.constant, shape=10, 0, dtype=tf.int64 values = tf.constant, shape=0,...

GHSA-PVRC-HG3F-58R6 Heap OOB access in `Dilation2DBackpropInput`

Impact An attacker can write outside the bounds of heap allocated arrays by passing invalid arguments to tf.rawops.Dilation2DBackpropInput: python import tensorflow as tf inputtensor = tf.constant1.1 81, shape=3, 3, 3, 3, dtype=tf.float32 filter = tf.constant, shape=0, 0, 3, dtype=tf.float32...

Heap OOB access in `Dilation2DBackpropInput`

Impact An attacker can write outside the bounds of heap allocated arrays by passing invalid arguments to tf.rawops.Dilation2DBackpropInput: python import tensorflow as tf inputtensor = tf.constant1.1 81, shape=3, 3, 3, 3, dtype=tf.float32 filter = tf.constant, shape=0, 0, 3, dtype=tf.float32...

Null pointer dereference in `SparseFillEmptyRows`

Impact An attacker can trigger a null pointer dereference in the implementation of tf.rawops.SparseFillEmptyRows: python import tensorflow as tf indices = tf.constant, shape=0, 0, dtype=tf.int64 values = tf.constant, shape=0, dtype=tf.int64 denseshape = tf.constant, shape=0, dtype=tf.int64...

GHSA-75F6-78JR-4656 Null pointer dereference in `EditDistance`

Impact An attacker can trigger a null pointer dereference in the implementation of tf.rawops.EditDistance: python import tensorflow as tf hypothesisindices = tf.constant247, 247, 247, shape=1, 3, dtype=tf.int64 hypothesisvalues = tf.constant-9.9999, shape=1, dtype=tf.float32 hypothesisshape =...