Methodology for the Detection of Contaminated Training Datasets for Machine Learning-Based Network Intrusion-Detection Systems †
Article in Sensors (January 2024)
Recent Advances in Intrusion Detection
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Better Logging through Formality
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Altmetric BadgeChapter 2 A Pattern Matching Based Filter for Audit Reduction and Fast Detection of Potential Intrusions
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Altmetric BadgeChapter 3 Transaction-Based Pseudonyms in Audit Data for Privacy Respecting Intrusion Detection
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Altmetric BadgeChapter 4 A Data Mining and CIDF Based Approach for Detecting Novel and Distributed Intrusions
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Altmetric BadgeChapter 5 Using Finite Automata to Mine Execution Data for Intrusion Detection: A Preliminary Report
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Altmetric BadgeChapter 6 Adaptive, Model-Based Monitoring for Cyber Attack Detection
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Altmetric BadgeChapter 7 A Real-Time Intrusion Detection System Based on Learning Program Behavior
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Altmetric BadgeChapter 8 Intrusion Detection Using Variable-Length Audit Trail Patterns
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Altmetric BadgeChapter 9 Flexible Intrusion Detection Using Variable-Length Behavior Modeling in Distributed Environment: Application to CORBA Objects
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Altmetric BadgeChapter 10 The 1998 Lincoln Laboratory IDS Evaluation
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Altmetric BadgeChapter 11 Analysis and Results of the 1999 DARPA Off-Line Intrusion Detection Evaluation
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Altmetric BadgeChapter 12 Using Rule-Based Activity Descriptions to Evaluate Intrusion-Detection Systems
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Altmetric BadgeChapter 13 LAMBDA: A Language to Model a Database for Detection of Attacks
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Altmetric BadgeChapter 14 Target Naming and Service Apoptosis
Attention for Chapter 3:
Transaction-Based Pseudonyms in Audit Data for Privacy Respecting Intrusion Detection