DocumentCode
3319572
Title
Characterizing and Detecting Virus Replication
Author
Morales, Jose Andre ; Clarke, Peter J. ; Deng, Yi
Author_Institution
Sch. of Comput. & Inf. Sci., Florida Int. Univ., Miami, FL
fYear
2008
fDate
13-18 April 2008
Firstpage
214
Lastpage
219
Abstract
Newly released computer viruses are spreading faster than ever before and current signature based detection do not protect against these unknown viruses. This paper presents a characterization of virus replication. Two detection models are developed, one using operation sequence matching and the other using frequency measures. The research shows virus replication can be characterized and used to detect known and unknown viruses with minimal false negatives. In our testing using operation sequence matching, over 250 viruses were detected with 43 subsequences. Detection of 130 viruses, 45% of all tested viruses, occured with the replication sequence of just one virus. Our testing using frequency measures detected all test viruses with no false negatives.
Keywords
computer viruses; computer viruses; frequency measures; operation sequence matching; virus detection; virus replication; Computer viruses; Computer worms; Databases; Frequency measurement; Performance evaluation; Production; Protection; Testing; Turning; Viruses (medical); behavior based self reference; replication security; virus detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, 2008. ICONS 08. Third International Conference on
Conference_Location
Cancun
Print_ISBN
978-0-7695-3105-2
Electronic_ISBN
978-0-7695-3105-2
Type
conf
DOI
10.1109/ICONS.2008.37
Filename
4497125
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