Essays about: "malware analysis behaviour machine learning"

Found 2 essays containing the words malware analysis behaviour machine learning.

1. 1. Classifying evasive malware

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : David Norrestam; Gustaf Ekenstein; [2017]
   Keywords : machine learning; malware; evasive malware; Technology and Engineering;

   Abstract : Malware are become increasingly aware of their execution environment. In order to avoid detection by automated analysis solutions and to obstruct manual analysis, malware authors are coming up with new ways for their malware to decide whether it should express its malicious behavior or not. READ MORE

3. 2. Automatic behavioural analysis of malware

   University essay from Institutionen för datavetenskap

   Author : Tiziano Santoro; [2010]
   Keywords : malware analysis behaviour machine learning;

   Abstract : With malware becoming more and more diffused and at the same time more sophisticated in its attack techniques, countermeasures need to be set up so that new kinds of threats can be identified and dismantled in the shortest possible time, before they cause harm to the system under attack. With new behaviour patterns like the one shown by polymorphic and metamorphic viruses, static analysis is not any more a reliable way to detect those threats, and behaviour analysis seems a good candidate to fight against the next-generation families of viruses. READ MORE