- "Learning to Fight Malware" (INVITED TALK)
AAAI 2010 - Workshop on Intelligent Security
Atlanta, GA, July 12, 2010. [slides]
- "Detecting the Network Behavior of Malware" (INVITED TALK)
EURECOM - ISEC Lab
Sophia Antipolis, France, June 1, 2010. [slides]
- "Behavioral Clustering of HTTP-based Malware and Signature Generation using Malicious Network Traces"
USENIX Symposium on Networked Systems Design and Implementation, NSDI 2010.
San Jose, CA, April 30, 2010. [slides]
- "Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces"
Annual Computer
Security Applications Conference, ACSAC 2009.
Honolulu, Hawaii, December 10, 2009. [slides]
- "WSEC DNS: Protecting Recursive DNS Resolvers from Poisoning Attacks"
IEEE/IFIP International Conference on Dependable Systems and Networks - Dependable Computing and Communications Symposium, DSN-DCCS 2009.
Estoril, Lisbon, Portugal - June 30, 2009. [slides]
- "McBoost : Boosting Scalability in Malware Collection and Analysis
Using Statistical Classification of Executables"
Annual Computer
Security Applications Conference, ACSAC 2008.
Anhaim, CA, USA, December 2008. [slides]
- "Using an Ensemble of One-Class SVM
Classifiers to Harden Payload-based Anomaly Detection Systems"
IEEE
International Conference on Data Mining, ICDM 2006.
Hong Kong, December 2006 [slides]
- "Misleading
Worm Signature Generators Using Deliberate Noise Injection"
IEEE
Symposium on Security and Privacy 2006.
Oakland, CA, USA, May 2006. [slides]
- "The
Role of Machine Learning in Network Intrusion Detection" (INVITED TALK)
Georgia
Institute of Technology, College of Computing, Computational Science
and Engineering division.
Atlanta, GA, USA , October 6, 2006. [slides]
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