MSManuela Schrittwieserinneuralstackms.techยทJun 29 ยท 14 min readData Provenance, Lineage & Governance as AI Security ControlsNeuralStack | MS Tech Blog โ Databases & Data Engineering in AI Security Engineering, Part 4 of 4 Governance Is Not Compliance Theatre The term "data governance" carries bureaucratic connotations in 20
MSManuela Schrittwieserinneuralstackms.techยทJun 25 ยท 7 min readSentinel-LLM: A Hybrid Guardrail Architecture for OWASP LLM06 โ Sensitive Information DisclosurePublished on NeuralStack | MS ยท AI Security Engineering ยท June 2026 Every production LLM deployment carries a category of risk that is simultaneously well-understood in theory and chronically under-e00
MSManuela Schrittwieserinneuralstackms.techยทJun 17 ยท 14 min readRAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt InjectionNeuralStack | MS Tech Blog โ Databases & Data Engineering in AI Security Engineering, Part 3 of 4 The Retrieval Pipeline as a Trust Boundary Retrieval-Augmented Generation (RAG) is now the dominant a00
MSManuela Schrittwieserinneuralstackms.techยทJun 8 ยท 12 min readThe Hidden Attack Surface of Vector DatabasesNeuralStack | MS Tech Blog โ Databases & Data Engineering in AI Security Engineering, Part 2 of 4 A New Storage Primitive, A New Threat Model Vector databases emerged as a distinct infrastructure cat00
MSManuela Schrittwieserinneuralstackms.techยทJun 1 ยท 10 min readData Ingestion Attacks & AI Pipeline SecurityNeuralStack | MS Tech Blog โ Databases & Data Engineering in AI Security Engineering, Part 1 of 4 The Pipeline Is the Attack Surface In classical application security, the perimeter is relatively wel00