InMesh: A Zero-Configuration Agentless Endpoint Detection and Response System

Endpoint Detection and Response (EDR) systems play a crucial role in continuously monitoring endpoint activities to detect, analyze, and respond to cybersecurity threats in real time. Traditional agent-based EDR systems rely on software agents installed on endpoints for data collection, which can be impractical due to the large number of devices, their mobility, and privacy concerns. In contrast, agentless EDR systems aim to overcome these limitations by remotely collecting network and host data, but they face challenges in precise data attribution because of the transient nature of network addresses. Achieving a fully zero-configuration agentless EDR system remains a significant challenge. This paper introduces InMesh, an innovative system that can identify and monitor endpoints without relying on network addressing or software agents. The effectiveness of the approach is demonstrated using real-world data.

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Publication Details

Journal
Electronics
Published
2025-03-25
DOI
https://doi.org/10.3390/electronics14071292
Citations
1
Primary Topic
Advanced Malware Detection Techniques
Type
article
Field-Weighted Citation Impact
1.49

Funders

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article

InMesh: A Zero-Configuration Agentless Endpoint Detection and Response System

Jens Gregor, Hansaka Angel Dias Edirisinghe Kodituwakku
1 citations
Electronics
Advanced Malware Detection Techniques
1.49
article

InMesh: A Zero-Configuration Agentless Endpoint Detection and Response System

Jens Gregor, Hansaka Angel Dias Edirisinghe Kodituwakku
article en
1 citations

Abstract

Endpoint Detection and Response (EDR) systems play a crucial role in continuously monitoring endpoint activities to detect, analyze, and respond to cybersecurity threats in real time. Traditional agent-based EDR systems rely on software agents installed on endpoints for data collection, which can be impractical due to the large number of devices, their mobility, and privacy concerns. In contrast, agentless EDR systems aim to overcome these limitations by remotely collecting network and host data, but they face challenges in precise data attribution because of the transient nature of network addresses. Achieving a fully zero-configuration agentless EDR system remains a significant challenge. This paper introduces InMesh, an innovative system that can identify and monitor endpoints without relying on network addressing or software agents. The effectiveness of the approach is demonstrated using real-world data.

ElectronicsVol. 14(7)
University of Tennessee at Knoxville (US)
National Science Foundation
Openalex Percentile: Top 21%
Advanced Malware Detection Techniques
1.49
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InMesh: A Zero-Configuration Agentless Endpoint Detection and Response System — Jens Gregor, Hansaka Angel Dias Edirisinghe Kodituwakku · Electronics (2025) | TGRS Research Map | TGRS