Deface Detection
LegCo Election Website Defacement Detection · 2025
- Automated monitoring of official election web pages
- Scheduled capture + baseline diff for text / image / link changes
- Real-time alerting
- Ran on internal gov network; commended by Cyber Security Manager
Monitoring
Detection
Threat Intel AI
Threat Intel Monitoring & AI Analysis Platform · 2025–26
- Python / Flask platform, 20+ vendor advisory + CVE feeds
- LLM parsing → products, CVEs, severity, remediation
- Dashboards, editing workflow, report export
- Cut manual SOC triage & reporting effort
Python
Flask
LLM
LLM Pentesting
Local LLM Pentesting Automation System · 2026
- On-premise, vLLM + local Gemma 4 + LangGraph
- Planning, tool calling, attack-chain orchestration
- Vuln scanning, payload generation, result parsing
- All testing data stays local
vLLM
LangGraph
Study Planner
AI Study Planner & Progress Tracker · 2026
- React + TypeScript + FastAPI + Supabase + PostgreSQL
- Tasks, learning plans, calendar, progress views
- JWT / API-key auth, rate limiting, row-level security
- API-key hashing + AI usage quota
React
FastAPI
PostgreSQL
Agent Hijack
Hijacking Local Low-Parameter Multi-Agent Systems · 2026
- Offensive / defensive security of local multi-agent LLMs
- Inter-agent trust abuse, MCP tool poisoning, memory attacks
- Runtime mitigations
LLM Security
Agents