Title :
Review on the application of artificial intelligence in antivirus detection systemi
Author :
Wang, Xiao-bin ; Yang, Guang-yuan ; Li, Yi-chao ; Liu, Dan
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
Artificial intelligence (AI) techniques have played increasingly important role in antivirus detection. At present, some principal artificial intelligence techniques applied in antivirus detection are proposed, including heuristic technique, data mining, agent technique, artificial immune, and artificial neural network. It believes that it will improve the performance of antivirus detection systems, and promote the production of new artificial intelligence algorithm and the application in antivirus detection to integrate antivirus detection with artificial intelligence. This paper introduces the main artificial intelligence technologies, which have been applied in antivirus system. Meanwhile, it also points out a fact that combining all kinds of artificial intelligence technologies will become the main development trend in the field of antivirus.
Keywords :
data mining; neural nets; security of data; agent technique; antivirus detection system; artificial immune; artificial intelligence; artificial neural network; data mining; heuristic technique; Application software; Artificial intelligence; Artificial neural networks; Biology computing; Computer science; Data mining; Humans; Immune system; Machine intelligence; Space technology; Anti-virus; Artificial intelligence; Data mining; Heuristic; Neural network;
Conference_Titel :
Cybernetics and Intelligent Systems, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1673-8
Electronic_ISBN :
978-1-4244-1674-5
DOI :
10.1109/ICCIS.2008.4670733