WormTerminator: an effective containment of unknown and polymorphic fast spreading worms
Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems
Sweeper: a lightweight end-to-end system for defending against fast worms
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
Large-scale collection and sanitization of network security data: risks and challenges
NSPW '06 Proceedings of the 2006 workshop on New security paradigms
Triage: diagnosing production run failures at the user's site
Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
Catch me, if you can: evading network signatures with web-based polymorphic worms
WOOT '07 Proceedings of the first USENIX workshop on Offensive Technologies
LISABETH: automated content-based signature generator for zero-day polymorphic worms
Proceedings of the fourth international workshop on Software engineering for secure systems
Polymorphic worm detection using token-pair signatures
Proceedings of the 4th international workshop on Security, privacy and trust in pervasive and ubiquitous computing
Vigilante: End-to-end containment of Internet worm epidemics
ACM Transactions on Computer Systems (TOCS)
Fast and Black-box Exploit Detection and Signature Generation for Commodity Software
ACM Transactions on Information and System Security (TISSEC)
Hardening Botnet by a Rational Botmaster
Information Security and Cryptology
A framework for quantitative security analysis of machine learning
Proceedings of the 2nd ACM workshop on Security and artificial intelligence
Active learning for network intrusion detection
Proceedings of the 2nd ACM workshop on Security and artificial intelligence
Botzilla: detecting the "phoning home" of malicious software
Proceedings of the 2010 ACM Symposium on Applied Computing
Advanced allergy attacks: does a corpus really help
RAID'07 Proceedings of the 10th international conference on Recent advances in intrusion detection
Thwarting zero-day polymorphic worms with network-level length-based signature generation
IEEE/ACM Transactions on Networking (TON)
An automated signature generation approach for polymorphic worm based on color coding
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Behavioral clustering of HTTP-based malware and signature generation using malicious network traces
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Machine learning in adversarial environments
Machine Learning
Mimimorphism: a new approach to binary code obfuscation
Proceedings of the 17th ACM conference on Computer and communications security
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Vulnerability extrapolation: assisted discovery of vulnerabilities using machine learning
WOOT'11 Proceedings of the 5th USENIX conference on Offensive technologies
JACKSTRAWS: picking command and control connections from bot traffic
SEC'11 Proceedings of the 20th USENIX conference on Security
Bagging classifiers for fighting poisoning attacks in adversarial classification tasks
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Graph based signature classes for detecting polymorphic worms via content analysis
Computer Networks: The International Journal of Computer and Telecommunications Networking
Allergy attack against automatic signature generation
RAID'06 Proceedings of the 9th international conference on Recent Advances in Intrusion Detection
Paragraph: thwarting signature learning by training maliciously
RAID'06 Proceedings of the 9th international conference on Recent Advances in Intrusion Detection
Adversarial support vector machine learning
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Improving malware classification: bridging the static/dynamic gap
Proceedings of the 5th ACM workshop on Security and artificial intelligence
Towards automatic assembly of privacy-preserved intrusion signatures
TrustBus'07 Proceedings of the 4th international conference on Trust, Privacy and Security in Digital Business
BotFinder: finding bots in network traffic without deep packet inspection
Proceedings of the 8th international conference on Emerging networking experiments and technologies
Scalable fine-grained behavioral clustering of HTTP-based malware
Computer Networks: The International Journal of Computer and Telecommunications Networking
Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues
Information Sciences: an International Journal
Security analysis of online centroid anomaly detection
The Journal of Machine Learning Research
A Host-Based Approach for Unknown Fast-Spreading Worm Detection and Containment
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special Section on Best Papers from SEAMS 2012
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