BIT-TENSORFLOW-2025-55559

An issue was discovered TensorFlow v2.18.0. A Denial of Service DoS occurs when padding is set to 'valid' in tf.keras.layers.Conv2D...

GHSA-4VF2-4XCG-65CX Division by 0 in `Conv2D`

Impact An attacker can trigger a division by 0 in tf.rawops.Conv2D: python import tensorflow as tf input = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 filter = tf.constant, shape=0, 0, 0, 0, dtype=tf.float32 strides = 1, 1, 1, 1 padding = "SAME" tf.rawops.Conv2Dinput=input, filter=filter,...

PYSEC-2021-652

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a division by 0 in tf.rawops.Conv2D. This is because the implementationhttps://github.com/tensorflow/tensorflow/blob/988087bd83f144af14087fe4fecee2d250d93737/tensorflow/core/kernels/convops.ccL261-L263...