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» Behavioral Intrusion Detection
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IDEAL
2005
Springer
15 years 10 months ago
Identification of Anomalous SNMP Situations Using a Cooperative Connectionist Exploratory Projection Pursuit Model
Abstract. The work presented in this paper shows the capability of a connectionist model, based on a statistical technique called Exploratory Projection Pursuit (EPP), to identify ...
Álvaro Herrero, Emilio Corchado, José...
IMC
2004
ACM
15 years 9 months ago
A framework for malicious workload generation
Malicious traffic from self-propagating worms and denialof-service attacks constantly threatens the everyday operation of Internet systems. Defending networks from these threats d...
Joel Sommers, Vinod Yegneswaran, Paul Barford
AVSS
2003
IEEE
15 years 9 months ago
A Distributed Visual Surveillance System
We present a distributed vision-based surveillance system. The system acquires and processes grey level images through one or multiple Camera Units monitoring certain area(s) via ...
Xiaojing Yuan, Zehang Sun, Yaakov L. Varol, George...
IMC
2009
ACM
15 years 11 months ago
ANTIDOTE: understanding and defending against poisoning of anomaly detectors
Statistical machine learning techniques have recently garnered increased popularity as a means to improve network design and security. For intrusion detection, such methods build ...
Benjamin I. P. Rubinstein, Blaine Nelson, Ling Hua...
ACSAC
1999
IEEE
15 years 8 months ago
Architecture and Concepts of the ARGuE Guard
ARGuE (Advanced Research Guard for Experimentation) is a prototype guard being developed as a basis for experimentation. ARGuE is based on Network Associates' Gauntlet firewa...
Jeremy Epstein