RESEARCH / THOUGHTS

Research & Blog

Publications and practical writing on AI security, product execution, and building in regulated industries.

Research

PreprintPaper

(Preprint) LLM-Firewall: A Novel Taxonomy of Indirect Prompt Injection Attacks in Enterprise RAG Systems

A structured taxonomy for indirect prompt injection risks in enterprise RAG systems to support practical mitigation design.

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PublishedPaper

LLM-Firewall: A Lightweight Middleware Architecture for Real-Time Detection of Indirect Prompt Injection in Enterprise RAG Systems

A lightweight middleware architecture for real-time detection in enterprise RAG workflows.

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PublishedPaper

Temporal-Spatial Attention Network (TSAN) for DoS Attack Detection in Network Traffic

An attention-based model for identifying DoS attack patterns using temporal and spatial traffic signals.

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Thoughts / Blog

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DraftPlanned

Product Lessons from AI & ML Integrations

How to integrate AI/ML into real products without sacrificing reliability, speed, or user trust.

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DraftPlanned

Building Regulated Products That Users Love

Balancing compliance requirements with product usability in fintech and healthcare environments.

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