Machine learning mechanisms to diagnose computer virus.
Trương Minh Nhật Quang, Kiếm Văn Hoàng · Journal of Computer Science and Cybernetics · 2012
When computer virus wide spreads in the world nowadays, anti-virus needs to improve their identifying methods to enhance the performance.In this paper, we introduce a new method to diagnose computer virus.First, we analyse the characteristics of viral data type to define virus classes through object-oriented methods.Second, we study the machine learnning mechanism for each virus class.Finally, we apply these learning forms to a data processing stage of a machine learning anti-virus expert system.The experimentation results show that the machine learning approach is suitable for anti-virus to identify the computer virus.This approach also gives a new aspect of anti-virus technology.Tóm tȃ ´t.Trong bô ´i ca 'nh các hê .thô ´ng máy tính thu .ò. ng xuyên bi .virus tâ ´n công, các hê .phòng chô ´ng virus máy tính câ `n ca 'i tiê ´n phu .