Title :
Research on Active Defence Technology with Virus Based on K-Nearest Neighbor Algorithm of Kernel
Author_Institution :
Dept. of Comput. Sci. & Technol., Dezhou Univ., Dezhou, China
Abstract :
In this paper, the active defence technology against virus, the detection technology of known variants of virus and the active defence technology against virus based on K-NN are introduced. Their disadvantages are analyzed. A solution which is based on k-nearest neighbor algorithm of kernel and the active defence technology against virus is proposed. The solution can distinguish safe process from the unknown viruses process efficiently, and can detect unknown viruses more accurately.
Keywords :
computer viruses; learning (artificial intelligence); operating system kernels; security of data; K-nearest neighbor; active defence technology; kernel; safe process from unknown viruses; virus detection; Application software; Computer science; Computer security; Computer viruses; Cryptography; Electronic mail; Flowcharts; Kernel; Programming; Viruses (medical); Active Defence; K-Nearest Neighbor Algorithm; Kernel Function; Virus;
Conference_Titel :
Environmental Science and Information Application Technology, 2009. ESIAT 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3682-8
DOI :
10.1109/ESIAT.2009.121
