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Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.35 views

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,...

7.1CVSS1.2AI score0.00154EPSS
SaveExploits0References7Affected Software3
OSV
OSV
added 2021/05/21 2:25 p.m.24 views

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,...

2.5CVSS6.9AI score0.00154EPSS
SaveExploits0References7
OSV
OSV
added 2021/05/21 2:25 p.m.4 views

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 =...

2.5CVSS5.8AI score0.00198EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.41 views

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 =...

7.1CVSS2.4AI score0.00198EPSS
SaveExploits1References7Affected Software3
OSV
OSV
added 2021/05/21 2:25 p.m.13 views

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...

2.5CVSS6.9AI score0.00197EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.45 views

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...

7.8CVSS1.9AI score0.00197EPSS
SaveExploits1References7Affected Software3
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.44 views

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,...

5.5CVSS1.8AI score0.00189EPSS
SaveExploits1References7Affected Software3
OSV
OSV
added 2021/05/21 2:25 p.m.5 views

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,...

2.5CVSS6AI score0.00189EPSS
SaveExploits1References7
OSV
OSV
added 2021/05/21 2:25 p.m.44 views

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...

2.5CVSS6.9AI score0.00201EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.38 views

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...

7.8CVSS1AI score0.00201EPSS
SaveExploits1References7Affected Software3
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.44 views

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...

5.5CVSS2AI score0.00189EPSS
SaveExploits1References7Affected Software3
OSV
OSV
added 2021/05/21 2:25 p.m.62 views

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 =...

2.5CVSS6AI score0.00189EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.44 views

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 =...

5.5CVSS1.7AI score0.00189EPSS
SaveExploits1References7Affected Software3
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.39 views

CHECK-fail in `tf.raw_ops.RFFT`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.rawops.RFFT: python import tensorflow as tf inputs = tf.constant1, shape=1, dtype=tf.float32 fftlength = tf.constant0, shape=1, dtype=tf.int32 tf.rawops.RFFTinput=inputs,...

5.5CVSS2.5AI score0.00189EPSS
SaveExploits1References7Affected Software3
OSV
OSV
added 2021/05/21 2:25 p.m.68 views

GHSA-PH87-FVJR-V33W CHECK-fail in `tf.raw_ops.RFFT`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.rawops.RFFT: python import tensorflow as tf inputs = tf.constant1, shape=1, dtype=tf.float32 fftlength = tf.constant0, shape=1, dtype=tf.int32 tf.rawops.RFFTinput=inputs,...

2.5CVSS5.8AI score0.00189EPSS
SaveExploits1References7
OSV
OSV
added 2021/05/21 2:25 p.m.27 views

GHSA-36VM-XW34-X4PJ CHECK-fail in `tf.raw_ops.IRFFT`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.rawops.IRFFT: python import tensorflow as tf values = -10.0 130 values0 = -9.999999999999995 inputs = tf.constantvalues, shape=10, 13, dtype=tf.float32 inputs = tf.castinputs,...

2.5CVSS5.8AI score0.00189EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:25 p.m.42 views

CHECK-fail in `tf.raw_ops.IRFFT`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from the implementation of tf.rawops.IRFFT: python import tensorflow as tf values = -10.0 130 values0 = -9.999999999999995 inputs = tf.constantvalues, shape=10, 13, dtype=tf.float32 inputs = tf.castinputs,...

5.5CVSS2.5AI score0.00189EPSS
SaveExploits1References7Affected Software3
OSV
OSV
added 2021/05/21 2:24 p.m.16 views

GHSA-GVM4-H8J3-RJRQ CHECK-fail in `LoadAndRemapMatrix`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from tf.rawops.LoadAndRemapMatrix: python import tensorflow as tf ckptpath = tf.constant, shape=0, dtype=tf.string oldtensorname = tf.constant"" rowremapping = tf.constant, shape=0, dtype=tf.int64 colremapping =...

2.5CVSS6AI score0.00189EPSS
SaveExploits1References7
Github Security Blog
Github Security Blog
added 2021/05/21 2:24 p.m.45 views

CHECK-fail in `LoadAndRemapMatrix`

Impact An attacker can cause a denial of service by exploiting a CHECK-failure coming from tf.rawops.LoadAndRemapMatrix: python import tensorflow as tf ckptpath = tf.constant, shape=0, dtype=tf.string oldtensorname = tf.constant"" rowremapping = tf.constant, shape=0, dtype=tf.int64 colremapping =...

5.5CVSS1.2AI score0.00189EPSS
SaveExploits1References7Affected Software3
Github Security Blog
Github Security Blog
added 2021/05/21 2:24 p.m.62 views

Heap buffer overflow in `RaggedTensorToTensor`

Impact An attacker can cause a heap buffer overflow in tf.rawops.RaggedTensorToTensor: python import tensorflow as tf shape = tf.constant10, 10, shape=2, dtype=tf.int64 values = tf.constant0, shape=1, dtype=tf.int64 defaultvalue = tf.constant0, dtype=tf.int64 l = 849, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0...

7.1CVSS1AI score0.00208EPSS
SaveExploits1References7Affected Software3
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