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AI4: Intelligent Malwares Classification and Detection

Malware analysis forms an important part of cyber defence mechanism. In recent years, the current techniques employed by Antivirus software fail to provide accurate detection of new and sophisticated malware. Hence, the recent success of machine learning (ML) has led researchers and companies to invest more energy and resources towards the use of machine learning to solve the age-old problem of analysis, prediction, as well as detection of possible malicious attacks. This project requires a performance analysis of various state-of- the-art ML algorithms in order to determine their effectiveness when applied on large heterogeneous dataset of malwares and clean data.