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• Threat Assessment in Machine Learning based Systems
  2022 · 15 citations
• SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks
  2019 · 4 citations
• Reliable Malware Analysis and Detection using Topology Data Analysis
  2022 · 4 citations
• Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
  2025 · 3 citations
• Tri-LLM Cooperative Federated Zero-Shot Intrusion Detection with Semantic Disagreement and Trust-Aware Aggregation
  2026
• Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation
  2025
• Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway
  2025
• Carbon-Aware Intrusion Detection: A Comparative Study of Supervised and Unsupervised DRL for Sustainable IoT Edge Gateways
  2025
• Leveraging Machine Learning Techniques in Intrusion Detection Systems for Internet of Things
  2025