Semantic Models for Network Intrusion Detection

Channel:
Eclipse Foundation
Subscribers:
24,000
Published on ● Video Link: https://www.youtube.com/watch?v=awXKWQPgUF4


Duration: 28:12
113 views
0

Authors:

- Peter Bednár, Technical University of Kosice
- Martin Sarnovsky, Technical University of Kosice
- Pavol Halas, Technical University of Kosice

Abstract:
The presented paper describes the design and validation of the hierarchical intrusion detection system (IDS), which combines machine learning approach with the knowledge-based methods. As the knowledge model, we have proposed the ontology of network attacks, which allow to us decompose detection and classification of the existing types of attacks or formalize detection rules for the new types. Designed IDS was evaluated on a widely used KDD 99 dataset and compared to similar approaches.



Other Videos By Eclipse Foundation


2020-10-20Timing Analysis of Car-to-Car Communication Systems Using Real-Time Calculus: A Case Study
2020-10-15Smart Building Energy and Comfort Management Based on Sensor Activity Recognition and Prediction
2020-10-15DINASORE: A Dynamic Intelligent Reconfiguration Tool for Cyber-Physical Production Systems
2020-10-15Cobbles and Potholes – On the Bumpy Road to Secure Software Supply Chains
2020-10-15Risk Assessment in IoT Case Study: Collaborative Robots System
2020-10-15Integrated Solution for Industrial IoT Data Security - the CHARIOT Solution
2020-10-15Model Based Methodology and Framework for Design and Management of Next-Gen IoT Systems
2020-10-15Securing low power device communication in critical infrastructure management
2020-10-15Prescriptive System for Reconfigurable Manufacturing Systems ...
2020-10-15REPLICA: A Solution for Next Gen. IoT and Digital Twin Based Fault Diagn. & Predictive Maintenance
2020-10-15Semantic Models for Network Intrusion Detection
2020-10-15Bringing Clouds down to Earth: Modeling Arrowhead Deployments via Eclipse Vorto
2020-10-15A Cross-Platform Communication Mechanism for ROS-Based Cyber-Physical System
2020-10-15Panorama Introduction - Accelerating design efficiency for Automotive and aerospace systems
2020-10-15Research@Eclipse Project Overview
2020-10-13Sparta@EclipseCon2020
2020-09-23The 80’s Called and They Want Their Architectures Back | Virtual IoT
2020-09-15EclipseCon Sponsor Guide
2020-09-09Member Town Hall 2 - Sept 9
2020-09-04Coming to EclipseCon 2020: IoT and Edge Computing
2020-08-28vECM | Get to Know Eclipse SWTChart


Tags:
SAM-IoT
AI
IoT
intrusion detection