Bengaluru’s
cybersecurity industry,
in focus.

Network Security Management Issues

24.3% of this theme group

Researchers highlight gaps in network security policies and management practices.

Computer security (59) · Network security (40) · Security service (13) · Network security policy (8)

Network security and management

Survey on Network security

Mobile Ad‑Hoc Network Threats

17.8% of this theme group

Studies flag vulnerabilities in mobile ad‑hoc and transport‑layer communications.

Computer security (44) · Computer network (19) · Network packet (9) · Mobile ad hoc network (7)

Security Threats in Mobile Ad Hoc Network

Analysis and Study of Network Security at Transport Layer

Intrusion Detection Challenges

16.5% of this theme group

Papers discuss shortcomings of current intrusion detection and prevention systems.

Intrusion detection system (56) · Intrusion prevention system (8) · Network security (29) · Computer security (31)

Classification of Security Attacks in WSNs and Possible Countermeasures: A Survey

A SURVEY ON ATTACKS AND APPROACHES OF INTRUSION DETECTION SYSTEMS

SDN DDoS Vulnerabilities

15.4% of this theme group

Works point out denial‑of‑service risks specific to software‑defined networking.

Denial-of-service attack (49) · Software-defined networking (26) · Application layer DDoS attack (12) · Computer security (42)

Denial of service attack in software defined network

DDoS Vulnerabilities Analysis in SDN Controllers: Understanding the Attacking Strategies

Adversarial Machine‑Learning in IDS

13.1% of this theme group

Research warns about adversarial attacks undermining anomaly‑based intrusion detection.

Intrusion detection system (29) · Anomaly detection (12) · Network security (22) · Adversarial machine learning (4)

Review on Network Intrusion Detection Techniques using Machine Learning

A Brief Analysis on Efficient Machine Learning Techniques for Intrusion Detection Model to Provide Network Security

Exploit and Honeypot Weaknesses

7.3% of this theme group

Authors expose flaws in exploit detection, pseudorandom generators, and honeypot designs.

Exploit (6) · Network security (11) · Pseudorandom number generator (2) · Honeypot (3)

An Improved Model for Analysis of Host Network Vulnerability

Retraction Notice: Identifying and Addressing Security Vulnerabilities in Hybrid Network Security Algorithms

IoT and Blockchain Security Gaps

5.5% of this theme group

Studies identify open issues in securing IoT devices and blockchain‑based systems.

Internet of Things (16) · Blockchain (3) · Computer security (12) · Smart objects (2)

Deep Learning Models for Cyber Security in IoT Networks

A Survey on Layer-Wise Security Attacks in IoT: Attacks, Countermeasures, and Open-Issues

Machine‑Learning Limits for IDS

43.6% of this theme group

Cautions are raised about over‑reliance on ML models for intrusion detection.

Intrusion detection system (14) · Intrusion prevention system (3) · Anomaly-based intrusion detection system (3) · Network security (6)

A Comprehensive Study on Machine Learning Algorithms for Intrusion Detection System

Empirical Analysis of Machine Learning Models towards Adaptive Network Intrusion Detection Systems

Wireless Encryption Concerns

25.6% of this theme group

Papers advise careful handling of encryption and configuration in wireless networks.

Wireless network (3) · Encryption (3) · Network security (4) · Computer security (3)

Opportunities and Challenges of Intelligent Computer Network Configuration and Security with its Technologies

A Review Paper on Cyber Security in Wireless Networks: Threats, Countermeasures, and Future Trends

AI in DDoS and Cloud Security

23.1% of this theme group

Authors caution against untested AI methods for DDoS detection and cloud protection.

Denial-of-service attack (3) · Cyber-attack (2) · Cloud computing security (2) · Applications of artificial intelligence (2)

Employing Supervised Learning Techniques for DDoS Attack Detection

Leveraging Artificial Intelligence to Enhance Data Security and Combat Cyber Attacks

Protocol‑Level Attack Risks

7.7% of this theme group

Research highlights emerging threats targeting VPNs and protocol fingerprinting.

Cross Protocol Attack on IPSec-based VPN

Analyzing Network Protocol Fingerprinting Threats to Bastion Hosts in Adversarial Environments

Data‑Mining for Intrusion Detection

27.3% of this theme group

Opportunities focus on mining features to improve IDS accuracy and efficiency.

Intrusion detection system (652) · Data mining (100) · Feature selection (91) · Network security (178)

Machine Learning for Network Security: An Analysis of Intrusion Detection Systems

An Automated Intrusion Detection and Prevention Model for Enhanced Network Security and Threat Assessment

Secure Authentication in SDN

23.0% of this theme group

Works explore robust authentication mechanisms for software‑defined networking environments.

Computer network (123) · Computer security (172) · Network security (180) · Authentication (54)

Enhancing security in Software-Defined Networks: An approach to efficient ARP spoofing attacks detection and mitigation

An approach for detection of attacks in software defined networks

ML‑Driven Malware and Phishing Defense

14.2% of this theme group

Studies propose machine‑learning approaches to detect malware and phishing attacks.

Malware (73) · Phishing (24) · Network security (81) · Computer security (72)

Enhancing Network Security Algorithm Using Machine Learning

Machine Learning-Based Optimization of Network Security Protocols for Enhanced Threat Detection

Hybrid Anomaly Detection Techniques

11.7% of this theme group

Research promotes combining models to enhance anomaly‑based intrusion detection.

Anomaly detection (206) · Anomaly-based intrusion detection system (97) · Intrusion detection system (216) · Anomaly (22)

Increasing performance Of intrusion detection system using neural network

Identifying anomalies in network traffic using hybrid Intrusion Detection System

DDoS Mitigation in SDN

10.9% of this theme group

Papers present methods to detect and mitigate application‑layer DDoS within SDN.

Denial-of-service attack (255) · Application layer DDoS attack (68) · Software-defined networking (51) · Trinoo (28)

Detection of DDoS Attacks in Software Defined Networks

Analyzing behavior of DDoS attacks to identify DDoS detection features in SDN

Scalable IoT Intrusion Detection

9.1% of this theme group

Works aim at scalable, explainable AI solutions for IoT network security.

Internet of Things (115) · Intrusion detection system (138) · Scalability (33) · Industrial Internet (7)

IoT Network Intrusion Detection: An Explainable AI Approach in Cybersecurity

Enhancing IoT Network Security through Prompt Intrusion Detection Using Machine Learning

Deception‑Based Honeypot Systems

3.7% of this theme group

Research explores honeypot designs to improve intrusion detection through deception.

Honeypot (89) · Computer security (54) · Intrusion detection system (45) · Deception (6)

Honeypot-based intrusion detection system: A performance analysis

Intrusion Detection Using Honeypots