Real Time Intrusion Detection System for Big Data

A Real-Time Intrusion Detection System using Data Mining Technique

Presently, most computers authenticate user ID and password before users can login these systems. However, danger soon comes if the two items are known to hackers. In this paper, we propose a system, named Intrusion Detection and Identification System (IDIS), which builds a profile for each user in an intranet to keep track his/her usage habits as forensic features with which IDIS can identify ...

Real Time Data Mining-based Intrusion Detection

In this paper, we present an overview of our research in real time data mining-based intrusion detection systems (IDSs). We focus on issues related to deploying a data mining-based IDS in a real time environment. We describe our approaches to address three types of issues: accuracy, efficiency, and usability. To improve accuracy, data mining programs are used to analyze audit data and extract f...

Robust Real-time Intrusion Detection System

Computer security has become a critical issue with the rapid development of business and other ftansaction systems over the Intemet. The application of atlificial intelligence, machine learning and data mining techdques to intrusion detection systems has been increasing recently. But most research is focused on improving the classification performaace of a classifier. Selecting important featur...

Real Time Intrusion Detection

Real - Time Intrusion Detection

Distributed mission critical systems require support for ultra-secure communication, in which intrusions must be detected and suppressed in real time, possibly before the aaected messages reach the receiver. When the distributed application has real-time requirements , the eeects of intrusion are particularly severe. In addition to covered channels and potentially tampered data at the receiver,...