收稿日期: 2009-06-15
修回日期: 2009-07-26
网络出版日期: 2010-01-15
基金资助
国家"863"计划基金项目(2006AA01Z449)资助
A method for hidden malcode anomaly detection using dynamic control-flow analysis
Received date: 2009-06-15
Revised date: 2009-07-26
Online published: 2010-01-15
潘剑锋 , 刘守群 , 奚宏生 , 谭小彬 . 一种利用动态控制流路径分析的隐藏恶意代码异常检测方法[J]. 中国科学院大学学报, 2010 , 27(1) : 138 -143 . DOI: 10.7523/j.issn.2095-6134.2010.1.018
The present study proposes a method for hidden malcode detection based on the analysis of dynamic control-flow. First we recorded the malcode-related control-flow paths of program, and then the control-flow paths were analyzed, by calling tree match algorithm, to detect the hidden malcode in the system. The experiments show that this method can detect hidden malcode efficiently at a high detection rate and with low false positive, and thus it can be applied to malcode detection on operating systems.
Key words： malcode; anomaly detection; dynamic control-flow; call tree edit distance
[1] Michael B, Heath D B, Paul P. An undergraduate rootkit research project: How available? how Hard? how dangerous? //Information Security Curriculum Development Conference’07. Kennesaw, Georgia, USA: ACM, 2007.
[2] Tan X B, Xi H S. Hidden semi-Markov model for anomaly detection
[J]. Applied Mathematics and Computation, 2008, 205(2): 562-567.
[3] Wang W,Guan X H,Zhang X L, et al. Profiling program behavior for anomaly intrusion detection based on the transition and frequency property of computer audit data
[J]. Computers & Security, 2006, 25: 539-550.
[4] Sean P, Matt B, Sidney K, et al. Analysis of computer intrusions using sequences of function calls
[J]. IEEE Transactions on Dependable and Secure Computing, 2007, 4(2): 137-150.
[5] Tan X B, Wang W P, Xi H S, et al. Anomaly detection based on hidden markov model
[J]. Mini-Micro Systems, 2004, 25(8):1546-1549(in Chinese). 谭小彬, 王卫平, 奚宏生, 等. 基于隐马尔可夫模型的异常检测
[J]. 小型微型计算机系统, 2004, 25(8):1546-1549.
[6] Yu Z W, Jeffrey J P T, Thomas W. An automatically tuning intrusion detection system
[J]. IEEE Transactions on Systems, Man, and Cybernetics—Part B:Cybernetics, 2007, 37(2): 373-384.
[7] Intel 64 and IA-32 architectures software developer’s manual, volume 3B: system programming guide, part 2
[M]. 2008: 3-38.
[8] AMD64 architecture programmer’s manual, volume 2: system programming
[M]. 2007: 327-341.
[9] Yao J T, Zhang M. A fast tree pattern matching algorithm for XML query //Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence. Beijing: WIC, 2004: 235-241.
[10] Yang R, Panos K, Anthony K H T. Similarity evaluation on tree-structured data //Proceedings of the ACM SIGMOD International Conference on Management of Data. Baltimore, Maryland: ACM, 2005: 754-765.
[11] Philip B. A survey on tree edit distance and related problems . Theoretical Computer Science, 2005, 337(1-3): 217-239.
/
| 〈 |
|
〉 |
