Opportunities · 01Advanced Authentication and Cryptography
1,401 papers23.4% of this theme group
Opportunities focus on strengthening authentication frameworks and cryptographic protocols for network protection.
Authentication (142) · Cryptography (104) · Firewall (165) · Computer network (187)
<i>MLSNet:</i> A Policy Complying Multilevel Security Framework for Software Defined Networking
Analisis Keamanan Protokol Secure Socket Layer (SSL) Terhadap Proses\n Sniffing di Jaringan
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Opportunities · 02Feature‑Driven Intrusion Detection
1,291 papers21.5% of this theme group
Research promotes refined feature selection and data mining to boost intrusion detection effectiveness.
Intrusion detection system (1,254) · Intrusion (120) · Feature selection (123) · Data mining (180)
Review: Machine Learning-Based Network Intrusion Detection System for Enhanced Cyber-security
An Automated Intrusion Detection and Prevention Model for Enhanced Network Security and Threat Assessment
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Opportunities · 03Security Modeling and Event Management
1,084 papers18.1% of this theme group
Papers explore comprehensive security models and event‑management systems for proactive threat assessment.
Network security (713) · Computer security (520) · Computer security model (93) · Security information and event management (68)
Research on Network Security Situation Assessment and Prediction
A Network Security Evaluation Model based on Common Criteria
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Opportunities · 04Malware and Botnet Traffic Analysis
1,009 papers16.8% of this theme group
Studies aim to improve detection of malicious traffic through advanced profiling and machine‑learning techniques.
Malware (156) · Botnet (108) · Network security (232) · Network packet (104)
Entropy-based profiling of network traffic for detection of security attack
Network Security Threat Detection: Leveraging Machine Learning Algorithms for Effective Prediction
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Opportunities · 05Anomaly‑Based Detection Innovations
565 papers9.4% of this theme group
Works highlight novel anomaly detection methods to enhance intrusion detection capabilities.
Anomaly detection (392) · Anomaly-based intrusion detection system (198) · Intrusion detection system (379) · Anomaly (65)
Machine learning based network intrusion detection
Network Intrusion Detection System Using Anomaly Detection Techniques
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Opportunities · 06Machine‑Learning DDoS Mitigation
444 papers7.4% of this theme group
Research targets the use of learning algorithms to identify and counter distributed denial‑of‑service attacks.
Denial-of-service attack (423) · Application layer DDoS attack (105) · Trinoo (42) · Network packet (94)
Towards Detecting Flooding DDOS Attacks Over Software Defined Networks Using Machine Learning Techniques
Detection of Distributed Denial of Service (DDoS) Cyber Attacks through Deep Learning Neural Network
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Opportunities · 07Deception and Honeypot Strategies
206 papers3.4% of this theme group
Papers investigate the deployment of honeypots and deception tactics to trap and study attackers.
Honeypot (203) · Computer security (106) · Deception (19) · Network security (79)
Implementation of a modern security systems honeypot Honey Network on wireless networks
Application of Honeypot Technology in Network Intrusion Detection System
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