CVE-2023-25672

CVE-2023-25672: TensorFlow vulnerability in tf.raw_ops.LookupTableImportV2 causes a NULL pointer dereference when values is scalar, enabling denial of service. Fixes are in TensorFlow 2.12.0 and 2.11.1; IBM/partner advisories reference remediation guidance and affected IBM products may require up...

CVE-2023-25672 TensorFlow has Null Pointer Error in LookupTableImportV2

TensorFlow is an open source platform for machine learning. The function tf.rawops.LookupTableImportV2 cannot handle scalars in the values parameter and gives an NPE. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25673

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a Floating Point Exception in TensorListSplit with XLA. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25673 TensorFlow has Floating Point Exception in TensorListSplit with XLA

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a Floating Point Exception in TensorListSplit with XLA. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25676 TensorFlow has null dereference on ParallelConcat with XLA

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, tf.rawops.ParallelConcat segfaults with a nullptr dereference when given a parameter shape with rank that is not greater than zero. A fix is available in TensorFlow 2.12.0 and 2.11.1...

CVE-2023-25801 TensorFlow has double free in Fractional(Max/Avg)Pool

TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, nnops.fractionalavgpoolv2 and nnops.fractionalmaxpoolv2 require the first and fourth elements of their parameter poolingratio to be equal to 1.0, as pooling on batch and channel dimensions is not supporte...

GHSA-7JVM-XXMR-V5CW TensorFlow vulnerable to integer overflow in EditDistance

Impact TFversion 2.11.0 //tensorflow/core/ops/arrayops.cc:1067 const Tensor hypothesisshapet = c-inputtensor2; std::vector dimshypothesisshapet-NumElements - 1; for int i = 0; i MakeDimstd::maxhvaluesi, tvaluesi; if hypothesisshapet is empty, hypothesisshapet-NumElements - 1 will be integer...

GHSA-64JG-WJWW-7C5W TensorFlow has Null Pointer Error in TensorArrayConcatV2

Impact When ctx-stepcontainter is a null ptr, the Lookup function will be executed with a null pointer. python import tensorflow as tf tf.rawops.TensorArrayConcatV2handle='a', 'b', flowin = 0.1, dtype=tf.int32, elementshapeexcept0=1 Patches We have patched the issue in GitHub commit...

GHSA-F637-VH3R-VFH2 TensorFlow has Floating Point Exception in AudioSpectrogram

Impact version:2.11.0 //core/ops/audioops.cc:70 Status SpectrogramShapeFnInferenceContext c ShapeHandle input; TFRETURNIFERRORc-WithRankc-input0, 2, &input; int32t windowsize; TFRETURNIFERRORc-GetAttr"windowsize", &windowsize; int32t stride; TFRETURNIFERRORc-GetAttr"stride", &stride; .....1...

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,...

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-647V-R7QQ-24FH TensorFlow has Floating Point Exception in TensorListSplit with XLA

Impact FPE in TensorListSplit with XLA python import tensorflow as tf func = tf.rawops.TensorListSplit para = 'tensor': 1, 'elementshape': -1, 'lengths': 0 @tf.functionjitcompile=True def fuzzjit: y = funcpara return y printfuzzjit Patches We have patched the issue in GitHub commit...

TensorFlow has Floating Point Exception in TensorListSplit with XLA

Impact FPE in TensorListSplit with XLA python import tensorflow as tf func = tf.rawops.TensorListSplit para = 'tensor': 1, 'elementshape': -1, 'lengths': 0 @tf.functionjitcompile=True def fuzzjit: y = funcpara return y printfuzzjit Patches We have patched the issue in GitHub commit...

TensorFlow has Null Pointer Error in RandomShuffle with XLA enable

Impact NPE in RandomShuffle with XLA enable python import tensorflow as tf func = tf.rawops.RandomShuffle para = 'value': 1e+20, 'seed': -4294967297, 'seed2': -2147483649 @tf.functionjitcompile=True def test: y = funcpara return y test Patches We have patched the issue in GitHub commit...

PT-2023-20225

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description There is a heap buffer overflow in TAvgPoolGrad. The issue can be exploited by using the tf.raw ops.AvgPoolGrad function with specific parameters, such as ksize, strides, padding, data...

PT-2023-20237

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 TensorFlow versions prior to 2.11.1 Description TensorFlow is an open source machine learning platform. When running with XLA, tf.raw ops.Bincount segfaults when given a parameter weights that is neither the...

PT-2023-20233

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11.1 TensorFlow versions prior to 2.12.0 Description TensorFlow is an open source platform for machine learning. There is out-of-bounds access due to mismatched integer type sizes. The issue is related to the...

PT-2023-20316

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description The issue concerns the nn ops.fractional avg pool v2 and nn ops.fractional max pool v2 functions, which require the first and fourth elements of their pooling ratio parameter to be equ...

PT-2023-20234

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.11.1 TensorFlow versions prior to 2.12.0 Description The function tf.raw ops.LookupTableImportV2 cannot handle scalars in the values parameter and gives a Null Pointer Exception NPE. TensorFlow is an open source...

PT-2023-20228

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description Integer overflow occurs when 2^31 = num frames height width channels 2^32, for example, a Full HD screencast of at least 346 frames. This issue is related to the tf.io.decode gif...