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Identity & Trust: The Foundation of Secure AI Systems

Jul 16, 20267 min read15

Data Provenance, Lineage & Governance as AI Security Controls

Jun 29, 202614 min read22

The Centaur Defense Model – Cooperative Defense Strategies Between Humans and AI

This article analyzes the “Centaur Defense Model,” an advanced security concept in which humans and artificial intelligence (AI) form a united front against malicious or infected systems. The core of

Jul 27, 20266 min read59

Sentinel-LLM: A Hybrid Guardrail Architecture for OWASP LLM06 – Sensitive Information Disclosure

Jun 25, 20267 min read21

RAG Under Fire: Retrieval Pipeline Vulnerabilities & Indirect Prompt Injection

Jun 17, 202614 min read58

The Hidden Attack Surface of Vector Databases

NeuralStack | MS Tech Blog – 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 cat

Jun 8, 202612 min read58

Data Ingestion Attacks & AI Pipeline Security

NeuralStack | MS Tech Blog – 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 wel

Jun 1, 202610 min read25

A Beginner's Guide to Data Pipelines for Developers

Published on NeuralStack | MS · Software Engineering · Data Engineering Introduction Every modern application generates data. User events, logs, transactions, sensor readings, and API responses: the

May 18, 202612 min read63

Attack Surface Management: Knowing What You Expose Before an Adversary Does

NeuralStack | MS — Article 3 of 3 Part 3 of the AI Security & Cybersecurity Series Every asset an organization exposes to the internet is a potential entry point. Every untracked subdomain, every for

May 6, 202610 min read33

Security Assessments: Evaluating Security Across People, Process, and Technology

NeuralStack | MS — Article 2 of 3 Part 2 of the AI Security & Cybersecurity Series If penetration testing is a scalpel – precise, targeted, adversarial – then a comprehensive security assessment is t

Apr 27, 20269 min read35

Penetration Testing – What It Actually Takes to Break Your Own Systems

NeuralStack | MS — Article 1 of 3 Part 1 of the AI Security & Cybersecurity Series The term "penetration testing" gets thrown around liberally in security conversations, often conflated with vulnera

Apr 20, 20267 min read39

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