CVE-2023-25667: Integer Overflow or Wraparound

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, integer overflow occurs when 2^31 = numframes height width channels 2^32, for example Full HD screencast of at least 346 frames. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25663: NULL Pointer Dereference

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when ctx-stepcontainter is a null ptr, the Lookup function will be executed with a null pointer. A fix is included in TensorFlow 2.12.0 and 2.11.1...

CVE-2023-25669: Incorrect Comparison

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the stride and window size are not positive for tf.rawops.AvgPoolGrad, it can give a floating point exception. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25668: Heap-based Buffer Overflow

TensorFlow is an open source platform for machine learning. Attackers using Tensorflow prior to 2.12.0 or 2.11.1 can access heap memory which is not in the control of user, leading to a crash or remote code execution. The fix will be included in TensorFlow version 2.12.0 and will also cherrypick...

CVE-2023-25659: Out-of-bounds Read

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the parameter indices for DynamicStitch does not match the shape of the parameter data, it can trigger an stack OOB read. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25658: Out-of-bounds Read

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, an out of bounds read is in GRUBlockCellGrad. A fix is included in TensorFlow 2.12.0 and 2.11.1...

CVE-2023-25675: Incorrect Comparison

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, tf.rawops.Bincount segfaults when given a parameter weights that is neither the same shape as parameter arr nor a length-0 tensor. A fix is included in TensorFlow 2.12.0 and 2.11.1...

CVE-2023-25671: Out-of-bounds Write

TensorFlow is an open source platform for machine learning. There is out-of-bounds access due to mismatched integer type sizes. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CVE-2023-25674: NULL Pointer Dereference

TensorFlow is an open source machine learning platform. Versions prior to 2.12.0 and 2.11.1 have a null pointer error in RandomShuffle with XLA enabled. A fix is included in TensorFlow 2.12.0 and 2.11.1...

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-2023-20316

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-2023-20224

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description The issue occurs when ctx-step containter is a null pointer, causing the Lookup function to be executed with a null pointer. This can be triggered in certain scenarios, such as when...

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...

PT-2023-20227

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description The issue is related to a floating point exception in the AudioSpectrogram function. The exception occurs when the stride is set to 0. This can be exploited by passing a stride value o...

PT-2023-20229

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 platform for machine learning. Attackers using TensorFlow can access heap memory which is not in the control of the user, leading ...

PT-2023-20219

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.12.0 and 2.11.1 Description The issue arises when the parameter indices for DynamicStitch does not match the shape of the parameter data, potentially triggering a stack OOB read. Recommendations For versions prio...

CVE-2023-25665: NULL Pointer Dereference

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when SparseSparseMaximum is given invalid sparse tensors as inputs, it can give a null pointer error. A fix is included in TensorFlow version 2.12 and version 2.11.1...

CVE-2023-25666: Incorrect Comparison

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a floating point exception in AudioSpectrogram. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41898)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41898 advisory. - TensorFlow is an open source platform for machine learning. If SparseFillEmptyRowsGrad is given empty...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41899)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41899 advisory. - TensorFlow is an open source platform for machine learning. Inputs densefeatures or examplestatedata not...