Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-46660)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3,2.1.4, which stems from a lack of validation between the parameters tf.rawops.Conv3DBackprop. This results in a heap buffer...

CVE-2021-35958

TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

CVE-2021-35958

TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

CVE-2021-35958

TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

Code injection

DISPUTED TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

CVE-2021-35958

TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

CVE-2021-35958

TensorFlow prior to 2.5.1/vulnerable until patched: TF 2.5.0 and earlier allow arbitrary file overwrite via a crafted archive when tf.keras.utils.get_file is used with extract=True. Root cause: get_file extracting an archive from untrusted sources can overwrite arbitrary files. Affected component...

CVE-2021-35958

TensorFlow through 2.5.0 allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.getfile is used with extract=True. NOTE: the vendor's position is that tf.keras.utils.getfile is not intended for untrusted archives...

Google TensorFlow 路径遍历漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an arbitrary file overwrite vulnerability, which originates from an issue caused when tf.keras.utils.getfile is used with extract=True, and can be exploited by an...

PT-2021-21079 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.5.1 Description: The issue allows attackers to overwrite arbitrary files via a crafted archive when tf.keras.utils.get file is used with extract=True. It's noted that the vendor's position is that...

Microsoft: Big Cryptomining Attacks Hit Kubeflow

Microsoft has spotted a new, widespread, ongoing attack targeting Kubernetes clusters running Kubeflow instances, in order to plant malicious TensorFlow pods that are used to mine for cryptocurrency. The Kubeflow open-source project is a popular framework for running machine learning ML tasks in...

Crypto-Mining Attacks Targeting Kubernetes Clusters via Kubeflow Instances

Cybersecurity researchers on Tuesday disclosed a new large-scale campaign targeting Kubeflow deployments to run malicious cryptocurrency mining containers. The campaign involved deploying TensorFlow pods on Kubernetes clusters, with the pods running legitimate TensorFlow images from the official...

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...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2021-48869)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow 2.4.2, 2.3.3 suffers from a buffer overflow vulnerability that stems from the RaggedBincount's split parameter not specifying a valid SparseTensor, which can be exploited by an...

Segfault in `tf.raw_ops.SparseCountSparseOutput`

Impact Passing invalid arguments e.g., discovered via fuzzing to tf.rawops.SparseCountSparseOutput results in segfault. Patches We have patched the issue in GitHub commit 82e6203221865de4008445b13c69b6826d2b28d9. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on...

GHSA-WVJW-P9F5-VQ28 Segfault in `tf.raw_ops.SparseCountSparseOutput`

Impact Passing invalid arguments e.g., discovered via fuzzing to tf.rawops.SparseCountSparseOutput results in segfault. Patches We have patched the issue in GitHub commit 82e6203221865de4008445b13c69b6826d2b28d9. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on...

GHSA-XQFJ-CR6Q-PC8W Crash in `tf.transpose` with complex inputs

Impact Passing a complex argument to tf.transpose at the same time as passing conjugate=True argument results in a crash: python import tensorflow as tf tf.transposeconjugate=True, a=complex1 Patches We have received a patch for the issue in GitHub commit 1dc6a7ce6e0b3e27a7ae650bfc05b195ca793f88...

Crash in `tf.transpose` with complex inputs

Impact Passing a complex argument to tf.transpose at the same time as passing conjugate=True argument results in a crash: python import tensorflow as tf tf.transposeconjugate=True, a=complex1 Patches We have received a patch for the issue in GitHub commit 1dc6a7ce6e0b3e27a7ae650bfc05b195ca793f88...

Crash in `tf.strings.substr` due to `CHECK`-fail

Impact An attacker can cause a denial of service via CHECK-fail in tf.strings.substr with invalid arguments: python import tensorflow as tf tf.strings.substrinput='abc', len=1, pos=1,-1 python import tensorflow as tf tf.strings.substrinput='abc', len=1, pos=1,2 Patches We have received a patch fo...

GHSA-MMQ6-Q8R3-48FM Crash in `tf.strings.substr` due to `CHECK`-fail

Impact An attacker can cause a denial of service via CHECK-fail in tf.strings.substr with invalid arguments: python import tensorflow as tf tf.strings.substrinput='abc', len=1, pos=1,-1 python import tensorflow as tf tf.strings.substrinput='abc', len=1, pos=1,2 Patches We have received a patch fo...