- 期刊
Metamorphic Malware Detection Using Function Call Graph Analysis
摘要
Previous work has shown that well-designed metamorphicmalware can evade many commonly-used malware detection techniques, including signature scanning. In this paper, we consider a previously developed score which is based on function call graph analysis. We test this score on challenging classes of metamorphic malware and we show that the resulting detection rates yield an improvement over other comparable techniques. These results indicate that the function call graph score is among the stronger malware scores developed to date.
參考文獻
Attaluri, S., McGhee, S. and Stamp, M. (2009), ‘Profile hidden Markov models and metamorphic virus detection’, Journal in Computer Virology, Vol. 5, No. 2, pp. 151-169.
Aycock, J.D. (2006), Computer Viruses and Malware, Springer-Verlag, New York, NY.
Baysa, D., Low, R.M. and Stamp, M. (2013), ‘Structural entropy and metamorphic malware’, Journal of Computer Virology and Hacking Techniques, Vol. 9, No. 4, pp. 79-192.
Bilar, D. (2007), ‘On callgraphs and generative mechanisms’, Journal in Computer Virology, Vol. 3, No. 4, pp. 285-297.
Borello, J. and Mé, L. (2008), ‘Code obfuscation techniques for metamorphic viruses’, Journal in Computer Virology, Vol. 4, No. 3, pp. 211-220.
被引用紀錄
周筱胤（2008）。建立乙醯胺基苯酚誘導小鼠肝損傷模式與探討大棗對於小鼠肝損傷之護肝功效〔碩士論文，國立臺灣大學〕。華藝線上圖書館。https://doi.org/10.6342/NTU.2008.10402
邱承凡（2000）。資料倉儲實體化視域選取之研究─以資料方體之建置為例〔碩士論文，元智大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0009-0112200611311246
洪嘉璘（2007）。以顧客關係管理活動探討如何提升顧客忠誠度-以綠島為例〔碩士論文，亞洲大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0118-0807200916280481
Yang, Y. B. (2008). 有效率的在資料方體上進行多維度及多層次的關聯規則探勘 [master's thesis, National Central University]. Airiti Library. https://www.airitilibrary.com/Article/Detail?DocID=U0031-0207200917355517
Chieh, S. C. (2011). 使用電漿輔助式分子束磊晶法成長硒化銅薄膜和奈米結構與光學特性分析 [master's thesis, Tatung University]. Airiti Library. https://www.airitilibrary.com/Article/Detail?DocID=U0081-3001201315111159
延伸閱讀
- 李惇維、伍麗樵、李輝堂、吳亦鈞（2018）。Malware Classification Base On Machine Learning & MapReduce Technology。載於國立東華大學（主編），NCS 2017 全國計算機會議（頁246-251）。國立東華大學。https://doi.org/10.29428/9789860544169.201801.0047
- 彭建福（2011）。Using Aggregation Technology to Improve System Call Based Malware Behavior Detection〔碩士論文，國立中央大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0031-1903201314430091
- Lin, C. T., Wang, N. J., Xiao, H., & Eckert, C. (2015). Feature Selection and Extraction for Malware Classification. Journal of Information Science and Engineering, 31(3), 965-992. https://doi.org/10.6688/JISE.2015.31.3.11
- 林志鴻、楊中皇（2011）。Design and Implementation of Malware Collection Systems for Network Forensic Analysis。載於中華民國資訊安全學會（主編），全國資訊安全會議（頁191-198）。中華民國資訊安全學會。https://doi.org/10.29615/CISC.201105.0191
- 邱嗣儒（2012）。A Fast Malware Database Searching Algorithm and Implementation based on the Feature Vectors Method〔碩士論文，國立交通大學〕。華藝線上圖書館。https://doi.org/10.6842/NCTU.2012.00801