OESA-2021-1198 ImageMagick security update

Use ImageMagick to create, edit, compose, or convert bitmap images. It can read and write images in a variety of formats over 200 including PNG, JPEG, GIF, HEIC, TIFF, DPX, EXR, WebP, Postscript, PDF, and SVG. Use ImageMagick to resize, flip, mirror, rotate, distort, shear and transform images,...

Google TensorFlow code issue vulnerability (CNVD-2021-48868)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which stems from tf.rawops.FusedBatchNorm demonstrating undefined behavior by dereferencing null pointers to...

Heap OOB and null pointer dereference in `RaggedTensorToTensor`

Impact Due to lack of validation in tf.rawops.RaggedTensorToTensor, an attacker can exploit an undefined behavior if input arguments are empty: python import tensorflow as tf shape = tf.constant-1, -1, shape=2, dtype=tf.int64 values = tf.constant, shape=0, dtype=tf.int64 defaultvalue =...

GHSA-9XH4-23Q4-V6WR Heap buffer overflow and undefined behavior in `FusedBatchNorm`

Impact The implementation of tf.rawops.FusedBatchNorm is vulnerable to a heap buffer overflow: python import tensorflow as tf x = tf.zeros10, 10, 10, 6, dtype=tf.float32 scale = tf.constant0.0, shape=1, dtype=tf.float32 offset = tf.constant0.0, shape=1, dtype=tf.float32 mean = tf.constant0.0,...

Heap buffer overflow and undefined behavior in `FusedBatchNorm`

Impact The implementation of tf.rawops.FusedBatchNorm is vulnerable to a heap buffer overflow: python import tensorflow as tf x = tf.zeros10, 10, 10, 6, dtype=tf.float32 scale = tf.constant0.0, shape=1, dtype=tf.float32 offset = tf.constant0.0, shape=1, dtype=tf.float32 mean = tf.constant0.0,...

Undefined behavior and `CHECK`-fail in `FractionalMaxPoolGrad`

Impact The implementation of tf.rawops.FractionalMaxPoolGrad triggers an undefined behavior if one of the input tensors is empty: python import tensorflow as tf originput = tf.constant2, 3, shape=1, 1, 1, 2, dtype=tf.int64 origoutput = tf.constant, dtype=tf.int64 outbackprop = tf.zeros2, 3, 6, 6,...

GHSA-828X-QC2P-WPRQ Undefined behavior in `MaxPool3DGradGrad`

Impact The implementation of tf.rawops.MaxPool3DGradGrad exhibits undefined behavior by dereferencing null pointers backing attacker-supplied empty tensors: python import tensorflow as tf originput = tf.constant0.0, shape=1, 1, 1, 1, 1, dtype=tf.float32 origoutput = tf.constant0.0, shape=1, 1, 1,...

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...

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...

RUSTSEC-2021-0068 Soundness issue in `iced-x86` versions <= 1.10.3

Versions of iced-x86...

Soundness issue in `iced-x86` versions <= 1.10.3

Versions of iced-x86...

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. The vulnerability exists due to an undefined behavior in tf.rawops.MaxPool3DGradGrad by dereferencing null pointers backing attacker-supplied empty tensors...

CVE-2021-29608

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in tf.rawops.RaggedTensorToTensor, an attacker can exploit an undefined behavior if input arguments are empty. The...

CVE-2021-29608

TensorFlow is an end-to-end open source platform for machine learning. Due to lack of validation in tf.rawops.RaggedTensorToTensor, an attacker can exploit an undefined behavior if input arguments are empty. The...

CVE-2021-29609

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in SparseAdd results in allowing attackers to exploit undefined behavior dereferencing null pointers as well as write outside of bounds of heap allocated data. The...

CVE-2021-29609

TensorFlow is an end-to-end open source platform for machine learning. Incomplete validation in SparseAdd results in allowing attackers to exploit undefined behavior dereferencing null pointers as well as write outside of bounds of heap allocated data. The...

CVE-2021-29572

TensorFlow is an end-to-end open source platform for machine learning. The implementation of tf.rawops.SdcaOptimizer triggers undefined behavior due to dereferencing a null pointer. The...

PYSEC-2021-155

TensorFlow is an end-to-end open source platform for machine learning. In eager mode default in TF 2.0 and later, session operations are invalid. However, users could still call the raw ops associated with them and trigger a null pointer dereference. The...

PYSEC-2021-446

TensorFlow is an end-to-end open source platform for machine learning. In eager mode default in TF 2.0 and later, session operations are invalid. However, users could still call the raw ops associated with them and trigger a null pointer dereference. The...

PYSEC-2021-694

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger undefined behavior by binding to null pointer in tf.rawops.ParameterizedTruncatedNormal. This is because the...