CVE-2022-21734: Access of Resource Using Incompatible Type

Tensorflow is an Open Source Machine Learning Framework. The implementation of MapStage is vulnerable a CHECK-fail if the key tensor is not a scalar. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Tensorflow suffers from a security vulnerability that stems from the fact that the MapStage implementation is vulnerable if the key tensor is not a scalar - CHECK fails...

GHSA-278G-RQ84-9HMG `CHECK`-fail in `MapStage`

Impact An attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage: python import tensorflow as tf tf.rawops.MapStage key=tf.constant, shape=0, 0, 0, 0, dtype=tf.int64, indices=tf.constant0, dtype=tf.int32, values=tf.constant0, dtype=tf.int32, dtypes=tf.int32, tf.int64,...

PYSEC-2021-295

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage. The implementation does not check that the key input is a valid non-empty tensor. We have patched the issue in GitHub...

CVE-2021-37673

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage. The implementation does not check that the key input is a valid non-empty tensor. We have patched the issue in GitHub...

PYSEC-2021-295

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage. The implementation does not check that the key input is a valid non-empty tensor. We have patched the issue in GitHub...

PYSEC-2021-784

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage. The implementation does not check that the key input is a valid non-empty tensor. We have patched the issue in GitHub...

CVE-2021-37673

TensorFlow maps-stage DoS (CVE-2021-37673). The issue arises from tf.raw_ops.MapStage not validating non-empty key tensors, enabling a local attacker to trigger a denial-of-service via a CHECK-fail. Patches were committed and the fix is expected in TensorFlow 2.6.0, with backports to 2.5.1, 2.4.3...

CVE-2021-37673 `CHECK`-fail in `MapStage` in TensorFlow

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a CHECK-fail in tf.rawops.MapStage. The implementation does not check that the key input is a valid non-empty tensor. We have patched the issue in GitHub...

Google TensorFlow 输入验证错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in tf.rawops.MapStage in Google TensorFlow versions prior to 2.6.0. An attacker can exploit this vulnerability to cause a denial of service...