Workshop on Statistical and Machine Learning Techniques in Computer Intrusion Detection


Johns Hopkins University

 

 

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 Selection for Intrusion Detection using 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"

Adobe Acrobat Doc & PostScript