The vulnerability of the `tf.keras.layers.Conv2D()` function in the TensorFlow machine learning system, which allows attackers to trigger a service denial-of-service attack.

The vulnerability of the tf.keras.layers.Conv2D function in TensorFlow’s machine learning system is related to uncontrolled resource consumption when the padding='valid' parameter is used. Exploiting this vulnerability could allow a malicious actor to cause a service failure...

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...

EUVD-2025-31122

Malicious code in bioql PyPI...

SUSE CVE-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...

Allocation of Resources Without Limits or Throttling

Overview tensorflow is a machine learning framework. Affected versions of this package are vulnerable to Allocation of Resources Without Limits or Throttling via the tf.keras.layers.Conv2D function when the padding parameter is set to 'valid'. An attacker can cause the application to crash or...

CVE-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...

DEBIAN-CVE-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...

UBUNTU-CVE-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...

CVE-2025-55559: Uncontrolled Resource Consumption

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...

CVE-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...

CVE-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...

CVE-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...

CVE-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...

PT-2025-39417

Name of the Vulnerable Software and Affected Versions TensorFlow version 2.18.0 Description A Denial of Service DoS issue exists in TensorFlow. Specifically, the problem occurs within the tf.keras.layers.Conv2D layer when the padding parameter is set to 'valid'. This configuration can lead to a...