Heap out of bounds in `QuantizedBatchNormWithGlobalNormalization`

Impact An attacker can cause a segfault and denial of service via accessing data outside of bounds in tf.rawops.QuantizedBatchNormWithGlobalNormalization: python import tensorflow as tf t = tf.constant1, shape=1, 1, 1, 1, dtype=tf.quint8 tmin = tf.constant, shape=0, dtype=tf.float32 tmax =...

Division by 0 in `QuantizedBiasAdd`

Impact An attacker can trigger an integer division by zero undefined behavior in tf.rawops.QuantizedBiasAdd: python import tensorflow as tf inputtensor = tf.constant, shape=0, 0, 0, 0, dtype=tf.quint8 bias = tf.constant, shape=0, dtype=tf.quint8 mininput = tf.constant-10.0, dtype=tf.float32...

GHSA-M34J-P8RJ-WJXQ Division by 0 in `QuantizedBiasAdd`

Impact An attacker can trigger an integer division by zero undefined behavior in tf.rawops.QuantizedBiasAdd: python import tensorflow as tf inputtensor = tf.constant, shape=0, 0, 0, 0, dtype=tf.quint8 bias = tf.constant, shape=0, dtype=tf.quint8 mininput = tf.constant-10.0, dtype=tf.float32...

GHSA-HMG3-C7XJ-6QWM Heap buffer overflow in `SparseTensorToCSRSparseMatrix`

Impact An attacker can trigger a denial of service via a CHECK-fail in converting sparse tensors to CSR Sparse matrices: python import tensorflow as tf import numpy as np from tensorflow.python.ops.linalg.sparse import sparsecsrmatrixops indicesarray = np.array0, 0 valuearray = np.array0.0,...

Heap buffer overflow in `SparseTensorToCSRSparseMatrix`

Impact An attacker can trigger a denial of service via a CHECK-fail in converting sparse tensors to CSR Sparse matrices: python import tensorflow as tf import numpy as np from tensorflow.python.ops.linalg.sparse import sparsecsrmatrixops indicesarray = np.array0, 0 valuearray = np.array0.0,...

CHECK-fail in `QuantizeAndDequantizeV4Grad`

Impact An attacker can trigger a denial of service via a CHECK-fail in tf.rawops.QuantizeAndDequantizeV4Grad: python import tensorflow as tf gradienttensor = tf.constant0.0, shape=1 inputtensor = tf.constant0.0, shape=1 inputmin = tf.constant0.0, shape=1, 1 inputmax = tf.constant0.0, shape=1, 1...

GHSA-FPHQ-GW9M-GHRV CHECK-fail in `CTCGreedyDecoder`

Impact An attacker can trigger a denial of service via a CHECK-fail in tf.rawops.CTCGreedyDecoder: python import tensorflow as tf inputs = tf.constant, shape=18, 2, 0, dtype=tf.float32 sequencelength = tf.constant-100, 17, shape=2, dtype=tf.int32 mergerepeated = False...

CHECK-fail in `CTCGreedyDecoder`

Impact An attacker can trigger a denial of service via a CHECK-fail in tf.rawops.CTCGreedyDecoder: python import tensorflow as tf inputs = tf.constant, shape=18, 2, 0, dtype=tf.float32 sequencelength = tf.constant-100, 17, shape=2, dtype=tf.int32 mergerepeated = False...

GHSA-4HRH-9VMP-2JGG Heap buffer overflow in `StringNGrams`

Impact An attacker can cause a heap buffer overflow by passing crafted inputs to tf.rawops.StringNGrams: python import tensorflow as tf separator = b'\x02\x00' ngramwidths = 7, 6, 11 leftpad = b'\x7f\x7f\x7f\x7f\x7f' rightpad = b'\x7f\x7f\x25\x5d\x53\x74' padwidth = 50 preserveshortsequences = Tr...

Heap buffer overflow in `StringNGrams`

Impact An attacker can cause a heap buffer overflow by passing crafted inputs to tf.rawops.StringNGrams: python import tensorflow as tf separator = b'\x02\x00' ngramwidths = 7, 6, 11 leftpad = b'\x7f\x7f\x7f\x7f\x7f' rightpad = b'\x7f\x7f\x25\x5d\x53\x74' padwidth = 50 preserveshortsequences = Tr...

Null pointer dereference in `StringNGrams`

Impact An attacker can trigger a dereference of a null pointer in tf.rawops.StringNGrams: python import tensorflow as tf data=tf.constant'' 11, shape=11, dtype=tf.string splits = 0115 splits.append3 datasplits=tf.constantsplits, shape=116, dtype=tf.int64 tf.rawops.StringNGramsdata=data,...

GHSA-XQFJ-35WV-M3CR Null pointer dereference in `StringNGrams`

Impact An attacker can trigger a dereference of a null pointer in tf.rawops.StringNGrams: python import tensorflow as tf data=tf.constant'' 11, shape=11, dtype=tf.string splits = 0115 splits.append3 datasplits=tf.constantsplits, shape=116, dtype=tf.int64 tf.rawops.StringNGramsdata=data,...

GHSA-XGC3-M89P-VR3X Heap buffer overflow in `Conv2DBackpropFilter`

Impact An attacker can cause a heap buffer overflow to occur in Conv2DBackpropFilter: python import tensorflow as tf inputtensor = tf.constant386.078431372549, 386.07843139643234, shape=1, 1, 1, 2, dtype=tf.float32 filtersizes = tf.constant1, 1, 1, 1, shape=4, dtype=tf.int32 outbackprop =...

Heap buffer overflow in `Conv2DBackpropFilter`

Impact An attacker can cause a heap buffer overflow to occur in Conv2DBackpropFilter: python import tensorflow as tf inputtensor = tf.constant386.078431372549, 386.07843139643234, shape=1, 1, 1, 2, dtype=tf.float32 filtersizes = tf.constant1, 1, 1, 1, shape=4, dtype=tf.int32 outbackprop =...

GHSA-G4H2-GQM3-C9WQ Segfault in tf.raw_ops.ImmutableConst

Impact Calling tf.rawops.ImmutableConst with a dtype of tf.resource or tf.variant results in a segfault in the implementation as code assumes that the tensor contents are pure scalars. python import tensorflow as tf tf.rawops.ImmutableConstdtype=tf.resource, shape=, memoryregionname="/tmp/test.tx...

Segfault in tf.raw_ops.ImmutableConst

Impact Calling tf.rawops.ImmutableConst with a dtype of tf.resource or tf.variant results in a segfault in the implementation as code assumes that the tensor contents are pure scalars. python import tensorflow as tf tf.rawops.ImmutableConstdtype=tf.resource, shape=, memoryregionname="/tmp/test.tx...

Division by zero in `Conv2DBackpropFilter`

Impact An attacker can cause a division by zero to occur in Conv2DBackpropFilter: python import tensorflow as tf inputtensor = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 filtersizes = tf.constant0, 0, 0, 0, shape=4, dtype=tf.int32 outbackprop = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32...

GHSA-J8QC-5FQR-52FP Division by zero in `Conv2DBackpropFilter`

Impact An attacker can cause a division by zero to occur in Conv2DBackpropFilter: python import tensorflow as tf inputtensor = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 filtersizes = tf.constant0, 0, 0, 0, shape=4, dtype=tf.int32 outbackprop = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32...

GHSA-8C89-2VWR-CHCQ Heap buffer overflow in `QuantizedResizeBilinear`

Impact An attacker can cause a heap buffer overflow in QuantizedResizeBilinear by passing in invalid thresholds for the quantization: python import tensorflow as tf images = tf.constant, shape=0, dtype=tf.qint32 size = tf.constant, shape=0, dtype=tf.int32 min = tf.constant, dtype=tf.float32 max =...

Heap buffer overflow in `QuantizedResizeBilinear`

Impact An attacker can cause a heap buffer overflow in QuantizedResizeBilinear by passing in invalid thresholds for the quantization: python import tensorflow as tf images = tf.constant, shape=0, dtype=tf.qint32 size = tf.constant, shape=0, dtype=tf.int32 min = tf.constant, dtype=tf.float32 max =...