IDPS: A Machine Learning Framework for Real-Time Intrusion Detection and Protection System for Malicious Internet Activity

Paper ID: 75

Abstract

This research presents an advanced cybersecurity system using machine learning and real-time network analysis with Wireshark and Cisco tools. Achieving high accuracy in intrusion detection and proactive threat mitigation, it demonstrates adaptability for large-scale, industry-wide cybersecurity applications.

Keywords

CybersecurityMachine LearningIntrusion DetectionReal-Time Network Analysis

Authors & Affiliations

Stein Joachim Reberio

Raisa Fabiha

Zubayer Farazi

Publication Details

Conference

IEEE CS BDC SYMPOSIUM 2024

Date

Nov 22-23, 2024

Location

Jagannath University, Dhaka, Bangladesh

Publisher

IEEE Computer Society Bangladesh Chapter