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• Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning
  2024 · 8 citations
• RAIDER: Reinforcement-aided Spear Phishing Detector
  2021 · 2 citations
• Does Teaming-Up LLMs Improve Secure Code Generation? A Comprehensive Evaluation with Multi-LLMSecCodeEval
  2026
• TempoNet: Learning Realistic Communication and Timing Patterns for Network Traffic Simulation
  2026
• From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs
  2025
• Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents
  2025
• Co-Evolutionary Defence of Active Directory Attack Graphs via GNN-Approximated Dynamic Programming
  2025
• CyberAlly: Leveraging LLMs and Knowledge Graphs to Empower Cyber Defenders
  2025
• Modelling Direct Messaging Networks with Multiple Recipients for Cyber Deception
  2021
• Deception for Cyber Defence: Challenges and Opportunities
  2022
• DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks
  2022