학술논문

NextEDR - Next Generation Agent-Based EDR Systems for Cybersecurity Threats
Document Type
Conference
Source
2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) PDP Parallel, Distributed and Network-Based Processing (PDP), 2024 32nd Euromicro International Conference on. :183-190 Mar, 2024
Subject
Computing and Processing
Uniform resource locators
Phishing
Organizations
Message services
Mobile handsets
Electronic mail
Time factors
Smishing Atack
Short URL phishing
EDR
Cybersecurity
ChatBot
Security
Language
ISSN
2377-5750
Abstract
In an ecosystem where the losses from cybersecu-rity malicious activity sums more than $2.7 billion worldwide, it is imperative for researchers to design and develop novel mechanisms for cybersecurity protection. The recent cyber-attack on a pivotal digital signature businesses in Romania is actively proving that cyber-criminal activities are border-less. One of the most convenient way for attackers to leverage mobile devices are phishing attacks based on short URLs. A viable mitigation technique for these threats are Intelligent EDR (Endpoint Detection and Response) systems. Therefore, in this paper we propose NextEDR - Next-generation agent-based EDR systems for cybersecurity threats, an innovative and interactive Cloud-Edge-Continuum Endpoint Detection and Response platform for protecting modern organizations from cybersecurity attacks. We design a Proof-of-Concept based on an interactive communication agent (ChatBot) solution for phishing detection in short URLs. Our solution is a mobile-centric multi-layer platform based on the Cloud-Edge-Continuum model.