Inferring a state of behavior through marginal probability estimation

作者: Pratyusa Kumar Manadhata , Marc R. Eisenbarth , Stuart Haber , Sandeep Yadav , William G. Horne

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摘要: Systems, computer-readable media storing instructions, and methods can infer a state of behavior. Such method include constructing graph including nodes representing hosts domains based on an event dataset. The be seeded with information external to the A belief whether each is in particular behavior calculated marginal probability estimation.

参考文章(23)
Duen Horng Chau, Carey Nachenberg, Christos Faloutsos, Adam Wright, Jeffrey Wilhelm, Polonium: Tera-Scale Graph Mining for Malware Detection ,(2013)
Roberto Perdisci, David Dagon, Manos Antonakakis, Nick Feamster, Wenke Lee, Building a dynamic reputation system for DNS usenix security symposium. pp. 18- 18 ,(2010)
Sandeep Yadav, A. L. Narasimha Reddy, Winning with DNS Failures: Strategies for Faster Botnet Detection Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. pp. 446- 459 ,(2012) , 10.1007/978-3-642-31909-9_26
Alexander Moshchuk, Steven D. Gribble, Arvind Krishnamurthy, John P. John, Studying spamming botnets using Botlab networked systems design and implementation. pp. 291- 306 ,(2009)
Chi-Yao Hong, Prateek Mittal, Matthew Caesar, Nikita Borisov, Shishir Nagaraja, BotGrep: finding P2P bots with structured graph analysis usenix security symposium. pp. 7- 7 ,(2010)
Roberto Perdisci, Guofei Gu, Wenke Lee, Junjie Zhang, BotMiner: clustering analysis of network traffic for protocol- and structure-independent botnet detection usenix security symposium. pp. 139- 154 ,(2008)
Daniel Sheleheda, Edward G. Amoroso, Cynthia Cama, William O'Hern, Valerie Torres, Yuhong Yu, Gregory Leibolt, Sanjay MacWan, Junlan Feng, Method and system for improving website security ,(2009)
Roberto Perdisci, Gunter Ollmann, Wenke Lee, Emmanouil Antonakakis, Method and system for detecting malware ,(2011)