CVE-2021-41208

CVE-2021-41208 involves TensorFlow boosted trees code with missing validation. The root cause is incomplete validation in boosted trees APIs, enabling a local attacker to trigger denial of service (via dereferencing null pointers or CHECK failures) and to cause undefined behavior (binding referen...

CVE-2021-41219

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

PYSEC-2021-406

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for tf.ragged.cross has an undefined behavior due to binding a reference to nullptr. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1,...

Heap overflow

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

PYSEC-2021-826

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

CVE-2021-41214

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for tf.ragged.cross has an undefined behavior due to binding a reference to nullptr. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1,...

PYSEC-2021-396

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

PYSEC-2021-406

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for tf.ragged.cross has an undefined behavior due to binding a reference to nullptr. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1,...

CVE-2021-41219

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

PYSEC-2021-826

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

PYSEC-2021-411

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

CVE-2021-41203

TensorFlow is an open source platform for machine learning. In affected versions an attacker can trigger undefined behavior, integer overflows, segfaults and CHECK-fail crashes if they can change saved checkpoints from outside of TensorFlow. This is because the checkpoints loading infrastructure ...

CVE-2021-41203

TensorFlow vulnerability CVE-2021-41203 (checkpoint loading) is due to missing validation for invalid checkpoint file formats. This allows a local attacker to trigger undefined behavior, integer overflows, segfaults, and CHECK-fail crashes by altering saved checkpoints from outside TensorFlow. Af...

CVE-2021-41219

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

CVE-2021-41219 Undefined behavior via `nullptr` reference binding in sparse matrix multiplication

TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to nullptr. This occurs whenever the dimensions of a or b are 0 or less. In the case on one of these is 0, an empt...

PT-2021-23192 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The code for sparse matrix multiplication in TensorFlow is vulnerable to undefin...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A buffer error vulnerability exists in Google TensorFlow, which stems from the code for sparse matrix multiplication being susceptible to undefined behavior by binding references to "nullptr" in the...

PT-2021-23187 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.0 through 2.6.0 will be fixed in 2.6.1 TensorFlow versions 2.5.0 through 2.5.1 will be fixed in 2.5.2 TensorFlow versions 2.4.0 through 2.4.3 will be fixed in 2.4.4 Description: The...

Holiday Shopping Season is Upon Us: The State of Security Within eCommerce in 2021

The eCommerce industry has gone through years worth of changes in a matter of just a mere couple of months as the global pandemic emerged back in March of 2020. These changes have led to skyrocketing growth for the industry, with sales predicted to hit $4.921 trillion by the end of this year. And...

MAM SDK Migration Unexpected behavior on MDX/MAM SDK app container

Some interaction between managed applications in the same container are not working properly for example, copy and paste, open-in, etc. Scenario 1: Productivity Apps only using Hybrid mode One app on Legacy MDX and one app on MAM SDK. This scenario is not supported and not recommended. Scenario 2...