Germany’s
cybersecurity industry,
in focus.

Wireless Network Security Gaps

25.7% of this theme group

Researchers highlight weaknesses in wireless protocols and the need for stronger protection mechanisms.

Computer security (450) · Wireless network (133) · Network security (396) · Computer network (159)

The Analysis of Wireless Network Security Protocol and Solution

Security in wireless networks

Malware and Exploit Vulnerabilities

22.7% of this theme group

Papers discuss persistent malware threats and gaps in host and network exploit defenses.

Computer security (520) · Malware (128) · Network security (429) · Exploit (110)

Penetration Testing: A Roadmap to Network Security

An Improved Model for Analysis of Host Network Vulnerability

Network Policy and Access Control Issues

22.6% of this theme group

Studies expose flaws in security policies and access control frameworks for computer networks.

Computer security (1,117) · Network security (935) · Network security policy (242) · Network Access Control (232)

Research on Security Issues and Protection Strategy of Computer Network

Analysis on the Situation and Protection of Computer Network Information Security

Intrusion Detection and Prevention Challenges

13.1% of this theme group

Works examine limitations of current intrusion detection and prevention systems, especially anomaly‑based approaches.

Intrusion detection system (751) · Intrusion prevention system (138) · Intrusion (160) · Anomaly-based intrusion detection system (95)

An In-Depth Analysis of Network Security: Intrusion Detection and Prevention Systems

Application of Intrusion Detection Technology in Network Security

Distributed Denial‑of‑Service Threats

6.6% of this theme group

Research points to ongoing DDoS attacks and the difficulty of mitigating them in modern networks.

Denial-of-service attack (375) · Application layer DDoS attack (76) · Trinoo (54) · Computer security (161)

A Review on Distributed Denial of Service Attack

Detection and Analysis of Distributed Denial of Service attack on Software Defined Network

Campus Network Security Weaknesses

6.0% of this theme group

Analyses reveal specific security problems affecting campus environments and their network infrastructures.

Campus network (171) · Computer security (279) · Network security (254) · Network security policy (77)

The problems in campus network information security and its solutions

Research on Network Security of Campus Network

Historical Perspectives on Security

3.2% of this theme group

Papers explore the evolution of security concepts and their relevance to contemporary challenges.

Computer security (148) · History (17) · Peninsula (9) · Ancient history (9)

DMZ 평화적 이용 방안 연구

DMZ의 지속가능한 평화적 이용과 발전 방안

Foundations of Network Security

21.2% of this theme group

Authors caution that basic security models often overlook emerging threats and implementation gaps.

Computer security (97) · Network security (84) · Computer network (36) · Network Access Control (18)

Introduction to Computer and Network Security

Research on network information security model and system construction

IoT Encryption and Authentication Risks

17.8% of this theme group

Studies warn about weak encryption and authentication practices in Internet‑of‑Things deployments.

Encryption (21) · Cryptography (14) · Authentication (15) · Internet of Things (14)

Enhancing Routing Security in IoT: Performance Evaluation of RPL’s Secure Mode Under Attacks

A Security Vulnerability Analysisof Internet Protocol Cameras

DNS Privacy and Anonymity Concerns

15.3% of this theme group

Research highlights vulnerabilities in DNS traffic that can compromise anonymity and privacy.

Anonymity (17) · Domain Name System (10) · Encryption (18) · Private network (8)

STING: A Stealthy Backdoor Attack on GNN-Based Malicious Domain Detection via DNS Perturbations

ANALYZING DNS TRAFFIC FOR ENHANCED NETWORK SECURITY AND PERFORMANCE

Machine Learning Limits for Intrusion Detection

14.9% of this theme group

Analyses caution that ML‑based intrusion detection may suffer from bias and false‑positive issues.

Intrusion detection system (119) · Intrusion (17) · Anomaly-based intrusion detection system (15) · Intrusion prevention system (14)

A Comprehensive Study on Machine Learning Algorithms for Intrusion Detection System

<b>Network Intrusion Detection Enhancement Using Machine Learning: A Systematic Literature Review</b>

Malware and Botnet Defense Gaps

13.5% of this theme group

Papers point out insufficient defenses against sophisticated malware, honeypot evasion, and botnet operations.

Malware (28) · Honeypot (14) · Botnet (13) · Compromise (7)

Analysis of Reversible Network Covert Channels

Peer-to-Peer botnets: Analysis and defense

Application‑Layer DDoS Detection Challenges

9.0% of this theme group

Works caution that detecting application‑layer flooding attacks remains difficult despite advanced techniques.

Denial-of-service attack (65) · Application layer DDoS attack (12) · Spoofing attack (13) · Computer security (23)

DDoS Attacks on Software Defined Network: Challenges and Issues

DDoSDet: An approach to Detect DDoS attacks using Neural Networks

Adversarial Machine Learning Threats

8.3% of this theme group

Research warns that adversarial attacks can undermine anomaly detection and other ML‑based security tools.

Adversarial system (17) · Adversarial machine learning (7) · Transformative learning (5) · Anomaly detection (11)

Artificial intelligence in network security: Enhancing protection against cyber threats

The Impact of Artificial Intelligence in Finding Network Vulnerabilities

Advanced Authentication and Cryptography

23.4% of this theme group

Opportunities focus on stronger authentication schemes and cryptographic protocols for protecting network communications.

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

Feature‑Rich Intrusion Detection Systems

21.5% of this theme group

Studies explore enhanced intrusion detection using refined feature selection and data‑mining techniques.

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

Security Information and Event Management

18.1% of this theme group

Research promotes integrated SIEM solutions for comprehensive security assessment and predictive analytics.

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

Malware and Botnet Traffic Analysis

16.8% of this theme group

Papers investigate novel methods for profiling malicious traffic and improving detection accuracy.

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

Anomaly‑Based Detection Innovations

9.4% of this theme group

Works highlight new anomaly detection algorithms that boost intrusion detection performance.

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

Machine Learning for DDoS Mitigation

7.4% of this theme group

Research showcases ML approaches to identify and block 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

Honeypot and Deception Technologies

3.4% of this theme group

Studies present advanced honeypot designs 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

Berlin

37.5% across the displayed hubs

7 companies hiring · $171.9M disclosed funding

Munich

24.4% across the displayed hubs

10 companies hiring · $402.0M disclosed funding

Hamburg

11.2% across the displayed hubs

2 companies hiring · $20.9M disclosed funding

Frankfurt Am Main

6.7% across the displayed hubs

0 companies hiring · $15.8M disclosed funding

Dusseldorf

5.4% across the displayed hubs

2 companies hiring · $5.0M disclosed funding

Cologne

5.4% across the displayed hubs

3 companies hiring · $98.9M disclosed funding

Bochum

5.1% across the displayed hubs

2 companies hiring · $70.2M disclosed funding

Darmstadt

4.2% across the displayed hubs

2 companies hiring · $0 disclosed funding