Awesome Reinforcement Learning for Cyber Security
A curated list of resources dedicated to reinforcement learning applied to cyber security.
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portfolio
OldBailey AI
AI-powered historical research tool with LLM persona chat trained on 2,500+ records from the Old Bailey dataset.
publications
Evaluating AI Agents for Cyber Defense: A Comparison of Deep Reinforcement Learning and LLM Approaches
Published in IDEAL 2025 — International Conference on Intelligent Data Engineering and Automated Learning, 2025
A comparison of Deep Reinforcement Learning and Large Language Model approaches for autonomous cyber defense agents.
Recommended citation: H. Chowdhry, J. Manero, and S. Sampalli. (2025). "Evaluating AI Agents for Cyber Defense: A Comparison of Deep Reinforcement Learning and LLM Approaches." IDEAL 2025.
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talks
teaching
Teaching Assistant — Web Development (CSCI 1170)
Undergraduate course, Dalhousie University, Faculty of Computer Science, 2023
Assisted students with foundational web development concepts including HTML, CSS, JavaScript, and responsive design principles.
Teaching Assistant — Data Structures & Algorithms (CSCI 2110)
Undergraduate course, Dalhousie University, Faculty of Computer Science, 2024
Led weekly labs for 150+ students, reinforcing Data Structures & Algorithms concepts with Java through guided, hands-on projects. Topics include linked lists, trees, graphs, sorting, searching, and algorithm analysis.
Teaching Assistant — Experimental Robotics (CSCI 1108)
Undergraduate course, Dalhousie University, Faculty of Computer Science, 2024
Supported students in hands-on robotics labs, covering sensor integration, motor control, and introductory autonomous systems programming.
Head Teaching Assistant — Server-Side Scripting (CSCI 2170)
Undergraduate course, Dalhousie University, Faculty of Computer Science, 2025
Led and mentored a team of 10 teaching assistants to deliver high-quality lab sessions for 150+ students. Orchestrated weekly coordination meetings and provided targeted guidance on technical and instructional challenges. Topics covered include PHP, Node.js, Express, and server-side web development patterns.
Instructor — Full Stack Development
Workshop, Shiftkey Labs, 2025
Designed and delivered Full Stack Development workshops at Shiftkey Labs, teaching modern web technologies and best practices to aspiring developers.