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Workshop on Statistical and Machine Learning Techniques in Computer Intrusion Detection
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Presentations (2002 Conference)
Judy H. Novak, Vern Stark, David Heinbuch : "Zombie Scan"
Anup Ghosh: "Challenges and Opportunites for Application-Based Anomaly Detection"
Steven L. Scott: " A Hierarchical Model for Network Intrusion Data"
Fernando Esponda, Stephanie Forrest & Paul Helman: "Analyzing LYSIS: Template Matching, Permutation Masks, and Limited Lifetimes"
Rudolf B Blazek, Hongjoong Kim, Boris Rozovskii, and Alexander Tartakovsky:"A Novel Approach to Detection of Denial-of-Service Attacks Via Adaptive Sequential and Batch-Sequential Change-Point Detection Methods"
Hongjoong
Kim, Boris Rozovskii :
"Fluid Dynamics in Porous Media as a Model for Propagation
of Viruses"
David Marchette: "Backscatter from
denial of service attacks"
Stephano Foresti: "Review of Information Visualization Research in Networking"
Steve Johnston
& William Wright: "Visualization
Techniques For Intrusion Detection" &
Doc
Stephan Bohacek: "Propapogation of Email Worms"
Stephan Bohacek, Boris Rozovski, Vinay Sridhar, Vaibhav Dutta: "Modeling andTracking Congestion"
Srinivas Mukkamala & Andrew H. Sung: "Feature
Ranking and Selectionfor Intrusion Detectionusing Support Vector Machines"
Dr. William Streilein, Robert K. Cunningham, Seth E. Webster: "Improved Detection of Low-Profile Probe and Denial-of-Service Attacks" Paper & Presentation
Patricia Carter & Alan Berger: "Passive Operating System Identification: What can be inferred from TCP Syn packet headers?"
Patricia H. Carter: "Multiplicative Cascades for Non-Stationary Computer Network Traffic"
Guido Cervone,
Ken Kaufman, Ryszard Michalski: "User
Modeling Through Symbolic Learning: The LUS Method and Initial Results"
Khushboo Shah, Edmond Jonckheere, Stephan Bohacek: "Detecting Network Attacks Through Traffic Modeling"
John C. Wierman: "Probabilistic Analysis of a Computer Virus Epidemic Model"
Mark Coates: "Network Tomography For Enhanced Network Monitoring"
Jon Kleinberg: "The Structure of Information Networks"