Analyzing string format-based classifiers for botnet detection: GP and SVM
暂无分享,去创建一个
[1] Ashwath Kumar Krishna Reddy. Detecting Networks Employing Algorithmically Generated Domain Names , 2011 .
[2] Malcolm I. Heywood,et al. Coevolutionary bid-based genetic programming for problem decomposition in classification , 2008, Genetic Programming and Evolvable Machines.
[3] Ethem Alpaydin,et al. Introduction to machine learning , 2004, Adaptive computation and machine learning.
[4] Simon Haykin,et al. Neural Networks and Learning Machines , 2010 .
[5] Nick Feamster,et al. Building a Dynamic Reputation System for DNS , 2010, USENIX Security Symposium.
[6] Alexander K. Seewald,et al. Lambda pruning: an approximation of the string subsequence kernel for practical SVM classification and redundancy clustering , 2007, Adv. Data Anal. Classif..
[7] Nick Feamster,et al. Behavioral Clustering of HTTP-Based Malware and Signature Generation Using Malicious Network Traces , 2010, NSDI.
[8] W. Timothy Strayer,et al. Botnet Detection Based on Network Behavior , 2008, Botnet Detection.
[9] Rasmus Ulslev Pedersen,et al. An Embedded Support Vector Machine , 2006, 2006 International Workshop on Intelligent Solutions in Embedded Systems.
[10] Sureswaran Ramadass,et al. A Survey of Botnet and Botnet Detection , 2009, 2009 Third International Conference on Emerging Security Information, Systems and Technologies.
[11] Sandeep Yadav,et al. Detecting Algorithmically Generated Domain-Flux Attacks With DNS Traffic Analysis , 2012, IEEE/ACM Transactions on Networking.
[12] Aiko M. Hormann,et al. Programs for Machine Learning. Part I , 1962, Inf. Control..
[13] Wenke Lee,et al. Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces , 2009, 2009 Annual Computer Security Applications Conference.
[14] Wolfgang Banzhaf,et al. A comparison of linear genetic programming and neural networks in medical data mining , 2001, IEEE Trans. Evol. Comput..
[15] Felix C. Freiling,et al. Measuring and Detecting Fast-Flux Service Networks , 2008, NDSS.
[16] Felix C. Freiling,et al. On Botnets That Use DNS for Command and Control , 2011, 2011 Seventh European Conference on Computer Network Defense.
[17] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[18] Nello Cristianini,et al. Classification using String Kernels , 2000 .
[19] Malcolm I. Heywood,et al. Malicious Automatically Generated Domain Name Detection Using Stateful-SBB , 2013, EvoApplications.
[20] Sureswaran Ramadass,et al. Detecting Botnet Activities Based on Abnormal DNS traffic , 2009, ArXiv.
[21] Andrew R. McIntyre,et al. Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces , 2012, Genetic Programming and Evolvable Machines.
[22] Etienne Stalmans,et al. A framework for DNS based detection and mitigation of malware infections on a network , 2011, 2011 Information Security for South Africa.
[23] Lawrence K. Saul,et al. Beyond blacklists: learning to detect malicious web sites from suspicious URLs , 2009, KDD.
[24] Hassen Saïdi,et al. A Foray into Conficker's Logic and Rendezvous Points , 2009, LEET.