Merlion

Merlion: A Machine Learning Library for Time Series Table of Contents 1. Introduction 2. Comparison with Related Libraries 3. Installation 4. Documentation 5. Getting Started 1. Anomaly Detection 2. Forecasting 6. Evaluation and Benchmarking 7. Technical Report and Citing Merlion Introduction...

AI-Driven Cybersecurity Testbed for Nuclear Infrastructure: Comprehensive Evaluation Using METL Operational Data

Advanced nuclear reactor systems face increasing cybersecurity threats as sophisticated attackers exploit cyber-physical interfaces to manipulate control systems while evading traditional IT security measures. This research presents a comprehensive evaluation of artificial intelligence approaches...

Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS

Adversarial attacks, wherein slight inputs are carefully crafted to mislead intelligent models, have attracted increasing attention. However, a critical gap persists between theoretical advancements and practical application, particularly in structured data like network traffic, where...