Opportunities · 01Advanced Authentication and Cryptography
1,401 papers23.4% of this theme group
Opportunities focus on stronger authentication protocols and novel cryptographic schemes for secure networking.
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
View research history
Opportunities · 02Feature‑Rich Intrusion Detection
1,291 papers21.5% of this theme group
Studies explore data‑mining and feature‑selection methods to boost IDS accuracy and efficiency.
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
View research history
Opportunities · 03Security Information and Event Management
1,084 papers18.1% of this theme group
Research promotes integrated SIEM frameworks for comprehensive threat assessment and response.
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
View research history
Opportunities · 04Malware and Botnet Traffic Analysis
1,009 papers16.8% of this theme group
Papers investigate profiling and machine‑learning techniques to uncover malicious network traffic patterns.
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
View research history
Opportunities · 05Anomaly‑Based Detection Advances
565 papers9.4% of this theme group
Works highlight new anomaly detection algorithms that improve early warning 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
View research history
Opportunities · 06Deep‑Learning DDoS Mitigation
444 papers7.4% of this theme group
Research demonstrates neural‑network approaches for identifying and blocking large‑scale 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
View research history
Opportunities · 07Honeypot and Deception Techniques
206 papers3.4% of this theme group
Studies present modern honeypot deployments to lure attackers and gather actionable intelligence.
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
View research history