LLM Security Researcher | Offensive AI Security
Prompt Injection & Model Exploitation | AI Red Teaming
2 published research papers
BTech CSE · CGPA 8.58 · Ballia, UP_
| Vector | Category | Vulnerable Agent | Secure Agent | Risk |
|---|---|---|---|---|
| V0 | Direct Query | LEAK | BLOCKED | High |
| V1 | Direct Override Injection | LEAK | BLOCKED | High |
| V2 | Authority Impersonation | LEAK | BLOCKED | High |
| V3 | Indirect Narrative Injection | LEAK | BLOCKED | Critical |
| Vector | Strategy | Layer Triggered | Status |
|---|---|---|---|
| V0 Direct Query | Policy baseline test | Layer 2 | BLOCKED |
| V1 Direct Override | Context priority inversion | Layer 1 | BLOCKED |
| V2 Authority Impersonation | Role-based privilege escalation | Layer 1 | BLOCKED |
| V3 Indirect Narrative | Creative framing bypass | Layer 2 | BLOCKED |
All disclosed via coordinated responsible disclosure.
Single static HTML file, hosted on GitHub Pages. No framework, no build step, no backend. Everything you see — the terminal, the chatbot, the feedback popup, the stats — is vanilla JavaScript reading and writing to this one page.
The chatbot doesn't call any LLM API. On page load, it scrapes this page's own DOM into a structured knowledge base, then answers questions using keyword-boundary matching and a scored fuzzy search — no model, no cost per query, and provably private since there's nothing to intercept.
The feedback popup posts to a Formspree endpoint — the only piece of this site with an external write dependency, and it's disclosed in the footer.
The GitHub stats and page counter pull from GitHub's public REST API and CounterAPI respectively — both fail silently if unreachable, so a third-party outage never shows a broken UI to a visitor.
Privacy stance: robots.txt blocks crawlers from indexing personal documents (certificates, resume). Resume downloads log an approximate location — with the browser's native permission prompt, never silently.
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--:::--::------=-----------::-:-+--:::::::--==-----::::--=--------------======-======----======--===$ whoami --verbose abhinandan pandey — final year b.tech cse, aktu [8.58 cgpa] role ....... llm security researcher & ai red teamer focus ...... prompt injection, tool hijacking, agentic pipeline red-teaming record ..... 35+ zero-day disclosures across global mncs, hackerone based ...... gurugram, delhi ncr, in