Formulating generalize malware attack pattern using features selection

Rudy Fadhlee, Mohd Dollah (2014) Formulating generalize malware attack pattern using features selection. Project Report. UTeM. (Submitted)

Text FORMULATING GENERALIZE MALWARE ATTACK PATTERN USING FEATURES.pdf Download (202kB)

Abstract

Number of malware is growing dramatically. Malicious codes can be easily obtained and use as one of weapon to gain illegal objectives. Hence, in this project, network traffic are explored to identify the traces left on the victim and attacker to reveal the true victim and attacker. For the purpose of this project, it focused on malware intrusion and traditional worms namely Blaster and Sasser worm variants. This project is operated based on victim’s and attacker’s perspective. Thus, the objective of this project is to identify the features/attributes of malware in perspective of victim and attacker, to generate attack pattern of malware in perspective of victim and attacker, and to generalize the attack pattern in perspective of victim and attacker. Based on generating the attack pattern, the attack pattern for malware is generalized in algorithm script to verify it accuracy.

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