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A. Thakore

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Review Open access Aug 2026

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.

A. Verma, Neha Gupta, Akash Saxena et al. · 0 citations
Review Open access Aug 2026

Generative Adversarial Networks for Anomaly and Malware Detection

A comprehensive survey of how GAN-based methods are utilized for identifying unusual and harmful activities in cyber settings and addresses ongoing challenges and potential future avenues for employing GANs to counteract emerging cybersecurity threats.

A. Thakore, Neha Gupta, Akash Saxena et al. · 0 citations

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