Topics
Societal & Human Security
- Content legitimacy & quality
- Detection and mitigation of hate speech & offensive language
- Fake news, deepfakes, mis- & disinformation
- Detection of machine-generated language (text, speech, gesture)
- Trust & credibility of online information
- Cyberbullying & offender identification
- Monitoring extremist fora
- Suicide prevention
- Clickbait & scam detection
- Fake-profile detection in social networks
- Generative-AI–based cyber deception & honeytokens
Technical Measures & Solutions
- Social-engineering & phishing detection
- NLP for risk assessment
- Controlled languages for secure messaging
- Prevention of malicious AI use
- Forensic linguistics
- Explainable AI for threat hunting & analyst support
Speech, Multimodal & Biometrics
- Voice-based security analysis
- Multimodal threat detection (text, speech, gesture)
- Biometrics in a multimodal context
Data & Software Security
- Cryptography & digital forensics
- Malware detection & obfuscation analysis
- Documentation models
- NLP for data-loss prevention (DLP)
- Dataset poisoning & back-door attacks
- Quantum-resistant cryptography and NLP-assisted analysis
Human-Centric Security & Support
- NLP-powered chatbots for incident reporting
- Insider-threat detection via text analytics
- Human supervision of security tech
Anomaly Detection & Threat Intelligence
- Text-based anomaly detection in logs & tickets
- Threat-intel mining from reports, news & blogs
- Extraction of indicators of compromise (IoCs)
Systems & Infrastructure
- System security & anti-reverse engineering
- Side-channel attack mitigation
- Authentication & access control
- Enterprise-scale counter-measures
- NLP for vulnerability detection
- Malware detection via code analysis
- AI-driven security for cyber-physical / OT systems
Financial Cyber Security
- Fraud & risk detection
- Secure algorithmic trading
- Online-banking protection
- Financial text analytics
Ethics, Bias & Legislation
- Digital privacy & identity management
- Ethics of NLP & speech tech
- Explainability & transparency
- Legislation against malicious AI use
- Bias in LLMs, datasets & annotations
Datasets & Resources
- Corpora, benchmarks & tools for Cyber Security
Special Theme Track – Future of Cyber Security in the Era of LLMs & Generative AI
- Detection of LLM-generated content
- LLMs for forensic linguistics
- Bias & safety benchmarks
- Legislation & governance
- Robustness & red-teaming
- Secure retrieval-augmented generation for incident response
- Adversarial attacks / defences on code-generating LLMs