In the end, the inventor is still the hero and always will be
👋 Hi, I’m Zhuoran (Newt) Tan, a PhD researcher in Cybersecurity and AI at the University of Glasgow.
My research focuses on agent security, AI supply chain security, and semantic integrity, especially how attacks propagate across prompts, tools, memory, dependencies, and execution boundaries.
🔍 Current Work:
- Agent and LLM Security
- Software/AI Security Observability
- Software and AI Supply Chain Security
- Temporal Graph Learning for Threat Analysis
🤝 Collaboration:
Open to research and open-source collaborations in:
- Agentic AI Security (AI Red Teaming)
- MCP Security (Lighweight Sandboxing)
- Software Supply Chain Security
- Bug Hunting
🧠 Tech Stack:
Python · Go · Rust · TypeScript, Pytorch
⚙️ Core Expertise:
Agent Security · LLM Security · Supply Chain Security · Graph Neural Networks · Threat Intelligence Research




