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Ai-Based Malware Detection - Categories & Signature Identification by Bhoomi Dangar is a document available to read on EtoBox.

What is Ai-Based Malware Detection - Categories & Signature Identification about?

This review paper examines AI-based malware detection, detailing various detection paradigms, feature modalities, and challenges such as adversarial evasion and concept drift. It proposes a hybrid defense approach that combines traditional signature identification with advanced AI techniques, emphasizing the need for explainability and continual learning. The paper also identifies promising research directions to enhance the robustness and interpretability of malware detection systems.

Author

Bhoomi Dangar

Language

EN