TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation

Impact Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or RCE. When axis is larger than the dim of input, c-Diminput,axis goes out of bound. Same problem occurs in the QuantizeAndDequantizeV2/V3/V4/V4Gra...

GHSA-GW97-FF7C-9V96 TensorFlow has a heap out-of-buffer read vulnerability in the QuantizeAndDequantize operation

Impact Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or RCE. When axis is larger than the dim of input, c-Diminput,axis goes out of bound. Same problem occurs in the QuantizeAndDequantizeV2/V3/V4/V4Gra...

cifar-10-model (=7.4.0), gamornet-cpu (>=0.2.3 <=0.4.3) +8 more potentially affected by CVE-2023-25669 via tensorflow-cpu (>=1.15.0 <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.2.3, =0.0.5, =1.0.0, =1.8.2, =0.1.3, =0.3.0.dev221212, =0.7.0, =0.7.5 Source cves: CVE-2023-25669 Source advisory: OSV:GHSA-RCF8-G8JV-VG6P...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +80 more potentially affected by CVE-2023-25669 via tensorflow-gpu (>=1.10.1 <=2.0.4)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =1.0.0, =0.0.1, =0.0.2, =0.6.7, =0.1.2, =0.1.0, =0.1.2 - dragonn =0.4.2 and more Source cves: CVE-2023-25669 Source advisory: OSV:GHSA-RCF8-G8JV-VG6P...

TensorFlow has Floating Point Exception in AvgPoolGrad with XLA

Impact If the stride and window size are not positive for tf.rawops.AvgPoolGrad, it can give an FPE. python import tensorflow as tf import numpy as np @tf.functionjitcompile=True def test: y = tf.rawops.AvgPoolGradoriginputshape=1,0,0,0, grad=0.39117979, ksize=1,0,0,0, strides=1,0,0,0,...

GHSA-RCF8-G8JV-VG6P TensorFlow has Floating Point Exception in AvgPoolGrad with XLA

Impact If the stride and window size are not positive for tf.rawops.AvgPoolGrad, it can give an FPE. python import tensorflow as tf import numpy as np @tf.functionjitcompile=True def test: y = tf.rawops.AvgPoolGradoriginputshape=1,0,0,0, grad=0.39117979, ksize=1,0,0,0, strides=1,0,0,0,...

a2grunnerp (>=0.1.0 <=0.1.8), abba-python (>=0.1.6 <=0.3.0) +607 more potentially affected by CVE-2023-25669 via tensorflow (>=1.0.1 <=2.11.0rc2)

tensorflow PYPI version =1.0.1, =0.1.0, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =1.1.0, =0.0.1, =0.2.0, =0.3.1, =0.5.1 and more Source cves: CVE-2023-25669 Source advisory: OSV:GHSA-RCF8-G8JV-VG6P...

cifar-10-model (=7.4.0), gamornet-cpu (>=0.2.3 <=0.4.3) +8 more potentially affected by CVE-2023-25670 via tensorflow-cpu (>=1.15.0 <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.2.3, =0.0.5, =1.0.0, =1.8.2, =0.1.3, =0.3.0.dev221212, =0.7.0, =0.7.5 Source cves: CVE-2023-25670 Source advisory: OSV:GHSA-49RQ-HWC3-X77W...

a2grunnerp (>=0.1.0 <=0.1.8), abba-python (>=0.1.6 <=0.3.0) +607 more potentially affected by CVE-2023-25670 via tensorflow (>=1.0.1 <=2.11.0rc2)

tensorflow PYPI version =1.0.1, =0.1.0, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =1.1.0, =0.0.1, =0.2.0, =0.3.1, =0.5.1 and more Source cves: CVE-2023-25670 Source advisory: OSV:GHSA-49RQ-HWC3-X77W...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +80 more potentially affected by CVE-2023-25670 via tensorflow-gpu (>=1.10.1 <=2.0.4)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =1.0.0, =0.0.1, =0.0.2, =0.6.7, =0.1.2, =0.1.0, =0.1.2 - dragonn =0.4.2 and more Source cves: CVE-2023-25670 Source advisory: OSV:GHSA-49RQ-HWC3-X77W...

TensorFlow has Null Pointer Error in QuantizedMatMulWithBiasAndDequantize

Impact NPE in QuantizedMatMulWithBiasAndDequantize with MKL enable python import tensorflow as tf func = tf.rawops.QuantizedMatMulWithBiasAndDequantize para='a': tf.constant138, dtype=tf.quint8, 'b': tf.constant4, dtype=tf.qint8, 'bias': 31.81644630432129, 47.21876525878906, 109.95201110839844,...

GHSA-49RQ-HWC3-X77W TensorFlow has Null Pointer Error in QuantizedMatMulWithBiasAndDequantize

Impact NPE in QuantizedMatMulWithBiasAndDequantize with MKL enable python import tensorflow as tf func = tf.rawops.QuantizedMatMulWithBiasAndDequantize para='a': tf.constant138, dtype=tf.quint8, 'b': tf.constant4, dtype=tf.qint8, 'bias': 31.81644630432129, 47.21876525878906, 109.95201110839844,...

cifar-10-model (=7.4.0), gamornet-cpu (>=0.2.3 <=0.4.3) +8 more potentially affected by CVE-2023-25671 via tensorflow-cpu (>=1.15.0 <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.2.3, =0.0.5, =1.0.0, =1.8.2, =0.1.3, =0.3.0.dev221212, =0.7.0, =0.7.5 Source cves: CVE-2023-25671 Source advisory: OSV:GHSA-J5W9-HMFH-4CR6...

a2grunnerp (>=0.1.0 <=0.1.8), abba-python (>=0.1.6 <=0.3.0) +607 more potentially affected by CVE-2023-25671 via tensorflow (>=1.0.1 <=2.11.0rc2)

tensorflow PYPI version =1.0.1, =0.1.0, =0.1.6, =1.1.2, =0.0.1, =0.3.26, =1.1.0, =0.0.1, =0.2.0, =0.3.1, =0.5.1 and more Source cves: CVE-2023-25671 Source advisory: OSV:GHSA-J5W9-HMFH-4CR6...

TensorFlow has segmentation fault in tfg-translate

Impact Out-of-bounds access due to mismatched integer type sizes in ValueMap::Manager::GetValueOrCreatePlaceholder. Bug with tfg-translate call to InitMlir. The problem happens with generic functions, as it is already handled for non-generic functions. This is because they, unlike non-generic...

GHSA-J5W9-HMFH-4CR6 TensorFlow has segmentation fault in tfg-translate

Impact Out-of-bounds access due to mismatched integer type sizes in ValueMap::Manager::GetValueOrCreatePlaceholder. Bug with tfg-translate call to InitMlir. The problem happens with generic functions, as it is already handled for non-generic functions. This is because they, unlike non-generic...

arekit (>=0.21.0 <=0.22.1), arenets (>=0.23.0 <=0.23.1) +80 more potentially affected by CVE-2023-25672 via tensorflow-gpu (>=1.10.1 <=2.0.4)

tensorflow-gpu PYPI version =1.10.1, =0.21.0, =0.23.0, =0.9.2, =0.1.0, =0.0.1, =0.1.0, =1.0.0, =0.0.1, =0.0.2, =0.6.7, =0.1.2, =0.1.0, =0.1.2 - dragonn =0.4.2 and more Source cves: CVE-2023-25672 Source advisory: OSV:GHSA-94MM-G2MV-8P7R...

TensorFlow has Null Pointer Error in LookupTableImportV2

Impact The function tf.rawops.LookupTableImportV2 cannot handle scalars in the values parameter and gives an NPE. python import tensorflow as tf v = tf.Variable1 @tf.functionjitcompile=True def test: func = tf.rawops.LookupTableImportV2 para='tablehandle': v.handle,'keys': 62.98910140991211,...

GHSA-94MM-G2MV-8P7R TensorFlow has Null Pointer Error in LookupTableImportV2

Impact The function tf.rawops.LookupTableImportV2 cannot handle scalars in the values parameter and gives an NPE. python import tensorflow as tf v = tf.Variable1 @tf.functionjitcompile=True def test: func = tf.rawops.LookupTableImportV2 para='tablehandle': v.handle,'keys': 62.98910140991211,...

cifar-10-model (=7.4.0), gamornet-cpu (>=0.2.3 <=0.4.3) +8 more potentially affected by CVE-2023-25672 via tensorflow-cpu (>=1.15.0 <=2.11.0)

tensorflow-cpu PYPI version =1.15.0, =0.2.3, =0.0.5, =1.0.0, =1.8.2, =0.1.3, =0.3.0.dev221212, =0.7.0, =0.7.5 Source cves: CVE-2023-25672 Source advisory: OSV:GHSA-94MM-G2MV-8P7R...