Article

Beaconing Detection in Encrypted Traffic: A SCADA-Based Hybrid Approach Using Zeek Metadata and Isolation Forest

2025-12-18

Abstract excerpt

<title>Abstract</title> <p>Supervisory Control and Data Acquisition (SCADA) and Industrial Control Systems (ICS) infrastructures are critical control mechanisms that ensure the continuity of industrial processes. Late detection of cyberattacks in these systems can pose serious risks in terms of production losses, physical damage, and human safety. Early detection is particularly critical because covert communicat...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2692df7c-a3ab-5565-9d03-29f95aee1996
DOI: 10.21203/rs.3.rs-8244495/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Beaconing Detection in Encrypted Traffic: A SCADA-Based Hybrid Approach Using Zeek Metadata and Isolation ForestDOI 10.21203/rs.3.rs-8244495/v1Read

A Zero-Trust Security Framework for Granular Insight on Blind Spot and Comprehensive Device Protection in the Enterprise of Internet of Things (E-IOT)Semantic proximity Read

Luis Velázquez-Pérez: helping to put SCA2 in the spotlight.Semantic proximity Read

Structural Leakage in Host Intrusion Alert Corpora: An Evaluation Framework for ATT&CK Technique and Tactic MappingSemantic proximity Read

LLM-Guided Digital Twin Agents for Autonomous Threat Detection and Response in Cyber-Physical Energy SystemsSemantic proximity Read

Next-Generation Cyber Defense: Transformer-Based AI for Threat Detection and Autonomous Response in Dynamic EnvironmentsSemantic proximity Read

Prognostics and Availability for Industrial Equipment Using High Performance Computing (HPC) and AI TechnologySemantic proximity Read

Automated Code Generation for Industrial Applications Based on Configurable Programming ModelsSemantic proximity Read

Applications of Data Mining Algorithms for Network SecuritySemantic proximity Read

Ethical and Transparent AI in Cyber Defense: An Explainable AI Plugin for Network Intrusion Detection Using SHAP, LIME, and ELI5Semantic proximity Read

Federated Learning for Power Cyber-Physical Systems: Toward Secure, Resilient, and Explainable IntelligenceSemantic proximity Read

A Hybrid Explainable AI Framework for Cyber Threat Detection and ResponseSemantic proximity Read

Characterization of Probabilistic Structure of Network Traffic During COVID-19: A Study Based on MAWI DataSemantic proximity Read