MSManuela Schrittwieserinneuralstackms.techΒ·5h ago Β· 6 min readThe Centaur Defense Model β Cooperative Defense Strategies Between Humans and AIThis article analyzes the βCentaur Defense Model,β an advanced security concept in which humans and artificial intelligence (AI) form a united front against malicious or infected systems. The core of 11Z
MSManuela Schrittwieserinneuralstackms.techΒ·Jul 16 Β· 7 min readIdentity & Trust: The Foundation of Secure AI SystemsNeuralStack | MS β AI Security Every security control eventually reduces to two questions: who is acting, and how much should they be believed. Access control answers the first question. Trust calibra00
MSManuela Schrittwieserinneuralstackms.techΒ·Jun 29 Β· 14 min readData Provenance, Lineage & Governance as AI Security ControlsNeuralStack | MS Tech Blog β 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.techΒ·Jun 25 Β· 7 min readSentinel-LLM: A Hybrid Guardrail Architecture for OWASP LLM06 β Sensitive Information DisclosurePublished on NeuralStack | MS Β· AI Security Engineering Β· June 2026 Every production LLM deployment carries a category of risk that is simultaneously well-understood in theory and chronically under-e00
MSManuela Schrittwieserinneuralstackms.techΒ·Jun 17 Β· 14 min readRAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt InjectionNeuralStack | MS Tech Blog β 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