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• Zero Day Threat Detection Using Graph and Flow Based Security Telemetry
  2022 · 15 citations
• Zero Day Threat Detection Using Metric Learning Autoencoders
  2022 · 8 citations
• Lateral Movement Detection Using User Behavioral Analysis
  2022 · 2 citations
• Enhancing Exfiltration Path Analysis Using Reinforcement Learning
  2023 · 1 citations
• Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations
  2024 · 1 citations
• RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks
  2025
• Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning
  2025
• Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs
  2022
• Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks
  2023
• MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning
  2023
• FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks
  2023
• Discovering Command and Control Channels Using Reinforcement Learning
  2024
• Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning
  2024