CHECK-failure in `UnsortedSegmentJoin`

Impact An attacker can cause a denial of service by controlling the values of numsegments tensor argument for UnsortedSegmentJoin: python import tensorflow as tf inputs = tf.constant, dtype=tf.string segmentids = tf.constant, dtype=tf.int32 numsegments = tf.constant, dtype=tf.int32 separator = ''...

GHSA-JHQ9-WM9M-CF89 CHECK-failure in `UnsortedSegmentJoin`

Impact An attacker can cause a denial of service by controlling the values of numsegments tensor argument for UnsortedSegmentJoin: python import tensorflow as tf inputs = tf.constant, dtype=tf.string segmentids = tf.constant, dtype=tf.int32 numsegments = tf.constant, dtype=tf.int32 separator = ''...

OOB read in `MatrixTriangularSolve`

Impact The implementation of MatrixTriangularSolve fails to terminate kernel execution if one validation condition fails: cc void ValidateInputTensorsOpKernelContext ctx, const Tensor& in0, const Tensor& in1 override OPREQUIRES ctx, in0.dims = 2, errors::InvalidArgument"In0 ndims must be = 2: ",...

GHSA-VQW6-72R7-FGW7 OOB read in `MatrixTriangularSolve`

Impact The implementation of MatrixTriangularSolve fails to terminate kernel execution if one validation condition fails: cc void ValidateInputTensorsOpKernelContext ctx, const Tensor& in0, const Tensor& in1 override OPREQUIRES ctx, in0.dims = 2, errors::InvalidArgument"In0 ndims must be = 2: ",...

GHSA-F78G-Q7R4-9WCV Division by 0 in `FractionalAvgPool`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.FractionalAvgPool: python import tensorflow as tf value = tf.constant60, shape=1, 1, 1, 1, dtype=tf.int32 poolingratio = 1.0, 1.0000014345305555, 1.0, 1.0 pseudorandom = False overlapping = False...

Division by 0 in `FractionalAvgPool`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.FractionalAvgPool: python import tensorflow as tf value = tf.constant60, shape=1, 1, 1, 1, dtype=tf.int32 poolingratio = 1.0, 1.0000014345305555, 1.0, 1.0 pseudorandom = False overlapping = False...

GHSA-X83M-P7PV-CH8V Division by 0 in `QuantizedAdd`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedAdd: python import tensorflow as tf x = tf.constant68, 228, shape=2, 1, dtype=tf.quint8 y = tf.constant, shape=2, 0, dtype=tf.quint8 minx = tf.constant10.723421015884028 maxx =...

Division by 0 in `QuantizedAdd`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedAdd: python import tensorflow as tf x = tf.constant68, 228, shape=2, 1, dtype=tf.quint8 y = tf.constant, shape=2, 0, dtype=tf.quint8 minx = tf.constant10.723421015884028 maxx =...

Division by 0 in `QuantizedBatchNormWithGlobalNormalization`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization: python import tensorflow as tf t = tf.constant, shape=0, 0, 0, 0, dtype=tf.quint8 tmin = tf.constant-10.0, dtype=tf.float32 tmax = tf.constant-10.0,...

GHSA-P45V-V4PW-77JR Division by 0 in `QuantizedBatchNormWithGlobalNormalization`

Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization: python import tensorflow as tf t = tf.constant, shape=0, 0, 0, 0, dtype=tf.quint8 tmin = tf.constant-10.0, dtype=tf.float32 tmax = tf.constant-10.0,...

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...

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,...

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,...

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...

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...

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...