Ashfaaq Farzaan

My research sits at the intersection of artificial intelligence and cyber security: how AI systems can make security operations faster and more reliable, and how we measure whether they actually do.

Interests

  • #AI-for-Cyber-Security
  • #Security-Agents
  • #LLM-Evaluation
  • #Incident-Response
  • #Digital-Forensics
  • #Reinforcement-Learning
  • #Adversary-Technique-Inference
  • #Agentic-Threat-Intelligence

Publications

2025Journal Article

AI-Powered System for an Efficient and Effective Cyber Incidents Detection and Response in Cloud Environments

IEEE Transactions on Machine Learning in Communications and Networking, April 2025

An AI-driven approach to detecting and responding to security incidents in cloud environments, aimed at reducing the manual effort involved in triaging and acting on cloud-native telemetry.

Read the paper →

Profiles

Working on AI for defensive security, or want to talk about the paper? I'd like to hear from you.

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