To Compare Various Frameworks that Integrate XAI, GANs and LLMs for Dynamic Malware Behavior Analysis
A unified approach of malware analysis incorpo-rating XAI, GAN and LLM is proposed to enable the development of more effective malware detection tools with more transparency, deeper analytical insight and advanced forensic decision-making.