Abstract: The traditional rule-based and signature-based methods for detecting malicious files face significant challenges in modern cybersecurity, especially when attackers encode or encrypt ...

Abstract: This study introduces FocalCA, a Hybrid Convolutional-Attention Encoder model for detecting CyberAttacks using the UNSW-NB15 dataset. Despite the inherent imbalance in the binary ...

QTS2D is a Python library for encoding time series data into image representations using quantum computing principles. These image-based representations can then be used as input for various machine ...