JEV Concept Overview and Comparison of Two Open-Source Implementations
JEV is the name TypeSafe AI gives to its “System One” model concept. The company...
AI Security
NER-based PII Anonymization: OpenAI Privacy Filter Analysis & Lightweight Implementation of privyscope-ko
“Honestly, I didn’t even start this project with NER (Named Entity Recognition) in mind. But...
[Bastion-RAG 4 – Anchor] Embedding Model Bias Verification
Bias mitigation is one of those topics that’s easy to nod along to in theory...
[Bastion-RAG 1 – Sentinel] Prompt Injection Defense
This is the build post for Sentinel, the first module. The architecture design from [Bastion-RAG...
The Evolution of Vulnerabilities from DevOps to MLOps and LLMOps
Moving from DevOps to MLOps, and then to LLMOps, brings a new layer of infrastructure...
[Bastion-RAG] Project Security RAG
This is a Proof-of-Concept project — basically my attempt to turn my previous “theory only”...
[The AI Shield 6] Tracking Data Lineage – Data Engineering
Over my 20-year career designing security infrastructure and operating large-scale data governance frameworks, I’ve seen...
[The AI Shield 4] Multi-tenancy – Data Engineering
After decades managing enterprise infrastructure protection, I’m still catching up with how fast this technology...
[The AI Shield 3] Hybrid Re-ranking – System Settings and Filtering
Bringing AI into enterprise security infrastructure changes the model itself: instead of deterministic, rule-based protection,...
AI Red Teaming Strategic Core for Non-Deterministic Model Security
Introduction: The Fundamental Shift in Security Paradigms during the AI Transition While past security efforts...