Decentralized Federated Learning
Research on decentralized federated learning for secure, privacy-preserving and resilient AI systems in distributed environments.
DFLFederated LearningDecentralized Federated Learning
Explore topicResearch Topics
Pillar pages connecting projects, publications and notes around the main research lines.
AI and Machine Learning for Cyberdefense
Research on AI and machine learning for cyberdefense, threat detection, situational awareness and attack mitigation.
CyberdefenseCybersecurityMachine Learning for Security
Explore topicLLMs for Cyberdefense Support
Research on LLMs for cyberdefense support, attack explanation, mitigation recommendation and human-in-the-loop incident analysis.
LLMsCyberdefenseHuman-in-the-loopAttack ExplanationMitigation RecommendationExplainable AI
Explore topicTrustworthy AI
Research on trustworthy AI for robust, explainable and privacy-aware machine learning in distributed security settings.
Trustworthy AIExplainable AIPrivacy-Preserving AI
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