A Federated Network Intrusion Detection System with Multi-Branch Network and Vertical Blocking Aggregation

Network Intrusion Detection by a Multi-stage Classification System

A serial multi-stage classification system for facing the problem of intrusion detection in computer networks is proposed. The whole decision process is organized into successive stages, each one using a set of features tailored for recognizing a specific attack category. All the stages employ suitable criteria for estimating the reliability of the performed classification, so that, in case of ...

Network Intrusion Detection System with Data Mart

Network Intrusion Detection Systems (NIDS) capture large amounts of data that is difficult or impractical to report and analyze directly from the capture device. It is also common to have more than one NIDS device and reporting from a consolidated multi-NIDS device. To provide a platform for multi-NIDS device reporting and analysis, this paper describes a consolidated database, or Data Mart des...

NetSTAT: A Network-based Intrusion Detection System

A Distributed Autonomous Agent Network Intrusion Detection and Response System A Distributed Autonomous-Agent Network-Intrusion Detection and Response System

We propose a distributed architecture with autonomous agents to monitor security-related activity within a network. Each agent operates cooperatively yet independently of the others, providing for efficiency, real-time response and distribution of resources. This architecture provides significant advantages in scalability, flexibility, extensibility, fault tolerance, and resistance to compromis...

Network Vertical Intrusion Model (NetVIM)

The Network Vertical Intrusion Model (NetVIM) is proposed in this paper. The NetVIM is a vertical four layer model that provides for the identification, detection and profiling of network based attacks. The NetVIM models attack profiles consisting of the components involved in the physical delivery, the involved computation and communication processes and the states and state transitions inhere...