234 matches found
Division by 0 in `QuantizedAdd`
Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedAdd: python import tensorflow as tf x = tf.constant68, 228, shape=2, 1, dtype=tf.quint8 y = tf.constant, shape=2, 0, dtype=tf.quint8 minx = tf.constant10.723421015884028 maxx =...
Division by 0 in `QuantizedBatchNormWithGlobalNormalization`
Impact An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization: python import tensorflow as tf t = tf.constant, shape=0, 0, 0, 0, dtype=tf.quint8 tmin = tf.constant-10.0, dtype=tf.float32 tmax = tf.constant-10.0,...
Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37631)
Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow. The vulnerability stems from an FPE runtime error in tf.rawops.SparseMatMul. An attacker can exploit the vulnerability to cause a denial of service...
Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37628)
Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow. The vulnerability stems from an FPE runtime error in tf.rawops.DenseCountSparseOutput. An attacker can exploit the vulnerability to cause a denial of service...
Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37629)
Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow. The vulnerability stems from an FPE runtime error in tf.rawops.FusedBatchNorm. An attacker can exploit the vulnerability to cause a denial of service...
Denial Of Service (DoS)
tensorflow is vulnerable to denial of service. An attacker may exploit the vulnerability by inputting a crafted x tensor which may cause a FPE runtime error in tf.rawops.FusedBatchNorm...
Denial Of Service (DoS)
tensorflow is vulnerable to denial of service. A division by zero undefined behavior in a FPE runtime error in tf.rawops.SparseMatMul because it performs division without checking if the b tensor is empty, allowing an attacker to crash the application...
Denial Of Service (DoS)
tensorflow is vulnerable to denial of service. An attacker is able to trigger an FPE runtime error in tf.rawops.Reverse as it performs a division based on the first dimension of the tensor argument...
CVE-2021-29557
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...
CVE-2021-29557
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...
CVE-2021-29549
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization. This is because the...
Code injection
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...
PYSEC-2021-484
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.Reverse. This is because the...
Design/Logic Flaw
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a runtime division by zero error and denial of service in tf.rawops.QuantizedBatchNormWithGlobalNormalization. This is because the...
PYSEC-2021-683
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.SparseMatMul. The division by 0 occurs deep in Eigen code because the b tensor is empty. The fix will be included in TensorFlow 2.5.0. We will also...
PYSEC-2021-682
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.Reverse. This is because the...
PYSEC-2021-681
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.FusedBatchNorm. This is because the...
Design/Logic Flaw
TensorFlow is an end-to-end open source platform for machine learning. An attacker can cause a denial of service via a FPE runtime error in tf.rawops.Reverse. This is because the...