12 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.CR2024★ 12 cited
Metamorphic Malware Evolution: The Potential and Peril of Large Language Models
Pooria Madani
Code metamorphism refers to a computer programming exercise wherein the program modifies its own code (partial or entire) consistently and automatically while retaining its core fu…
cs.CR2024
Noise as a Double-Edged Sword: Reinforcement Learning Exploits Randomized Defenses in Neural Networks
Steve Bakos, Pooria Madani, Heidar Davoudi
This study investigates a counterintuitive phenomenon in adversarial machine learning: the potential for noise-based defenses to inadvertently aid evasion attacks in certain scenar…
cs.CR2024★ 1 cited
Fine-Tuning LLMs for Code Mutation: A New Era of Cyber Threats
Mohammad Setak, Pooria Madani
Recent advancements in Large Language Models (LLMs) have significantly improved their capabilities in natural language processing and code synthesis, enabling more complex applicat…