EUVD-2021-0421

Malware in sbrugna...

BIT-TENSORFLOW-2021-41198 Overflow/crash in `tf.tile` when tiling tensor is large

TensorFlow is an open source platform for machine learning. In affected versions if tf.tile is called with a large input argument then the TensorFlow process will crash due to a CHECK-failure caused by an overflow. The number of elements in the output tensor is too much for the int64t type and th...

Overflow/crash in `tf.tile` when tiling tensor is large

Impact If tf.tile is called with a large input argument then the TensorFlow process will crash due to a CHECK-failure caused by an overflow. python import tensorflow as tf import numpy as np tf.keras.backend.tilex=np.ones1,1,1, n=100000000,100000000, 100000000 The number of elements in the output...

CVE-2021-41198

TensorFlow is an open source platform for machine learning. In affected versions if tf.tile is called with a large input argument then the TensorFlow process will crash due to a CHECK-failure caused by an overflow. The number of elements in the output tensor is too much for the int64t type and th...

CVE-2021-41198

TensorFlow is an open source platform for machine learning. In affected versions if tf.tile is called with a large input argument then the TensorFlow process will crash due to a CHECK-failure caused by an overflow. The number of elements in the output tensor is too much for the int64t type and th...

PYSEC-2021-608

TensorFlow is an open source platform for machine learning. In affected versions if tf.tile is called with a large input argument then the TensorFlow process will crash due to a CHECK-failure caused by an overflow. The number of elements in the output tensor is too much for the int64t type and th...

CVE-2021-41198

CVE-2021-41198 affects TensorFlow where calling tf.tile with very large inputs can trigger a CHECK failure due to int64 overflow, crashing the process. The issue is rooted in the tile operation’s handling of output size and overflow detection. Remediation is available: TensorFlow 2.7.0 includes t...