#aisecurity

Articles tagged with #aisecurity

Supply Chain Poisoning in AI/ML Pipelines
NeuralStack | MS – AI Security Engineering Summary A modern ML system is assembled, not written. Training corpora are scraped or downloaded, weights are pulled from public hubs, and hundreds of trans
Oct 6, 202616 min read66
Adversarial Attacks on Multi-Modal LLMs: How Image, Audio, and Video Inputs Get Weaponized and How to Defend Against It
NeuralStack | MS — AI Security For most of the past three years, the AI security community's attention has been fixed on text: prompt injection, jailbreak templates, token-level adversarial suffixes.
Sep 22, 202615 min read37
Four AI Security Projects You Can Ship in a Month
Why "one project per week" beats another certification
Aug 21, 20268 min read80
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 read95
Identity & Trust: The Foundation of Secure AI Systems
NeuralStack | MS — 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 calibra
Jul 16, 20267 min read36
Data Provenance, Lineage & Governance as AI Security Controls
NeuralStack | MS Tech Blog – Databases & Data Engineering in AI Security Engineering, Part 4 of 4 Governance Is Not Compliance Theatre The term "data governance" carries bureaucratic connotations in
Jun 29, 202614 min read44