Secured AI Blog
Insights on AI security, data privacy, compliance, and protecting sensitive information in the age of LLMs.
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Compliance
AI Audit Best Practices: Complete Compliance and Security Guide 2026
Audit planning, control testing, evidence collection, and reporting for AI systems. Covers governance, model development, data management, deployment, security, and compliance controls with a full testing matrix.
Secured AI TeamJuly 11, 202625 min read
Best Practices
AI Risk Assessment Checklist: Complete Implementation Guide for 2026
Seven risk categories, a severity x likelihood scoring matrix, role-specific checklists, and worked examples for hiring, medical diagnosis, and credit scoring AI. Audit-ready from pre-development to production monitoring.
Secured AI TeamJune 22, 202624 min read
Compliance
AI Compliance Checklist 2026: Complete Regulatory Requirements Guide
EU AI Act conformity, US federal and state laws, sector regulations, and data protection in one checklist. Includes risk classification, conformity assessment procedures, and a jurisdiction-by-jurisdiction reference.
Secured AI TeamJune 22, 202626 min read
AI Security
AI Security Questionnaire Template: Complete Vendor Assessment Guide 2026
120+ vendor security questions across model security, data protection, infrastructure, compliance, access controls, operations, incident response, and supply chain. Includes scoring framework and red flag indicators.
Secured AI TeamJune 22, 202628 min read
AI Security
Prompt Injection Attacks Explained: 2026 Security Guide
Learn how prompt injection attacks work, why they bypass AI safeguards, and how to defend against direct and indirect injection. Includes real attack examples and enterprise mitigation strategies.
Secured AI TeamMay 15, 202620 min read
AI Security
AI Jailbreak Prevention: 2026 Security Guide
Detection methods, prompt security, guardrails, red teaming, and enterprise defense strategies for production LLM systems. Practical controls for stopping jailbreak attacks before they exfiltrate data.
Secured AI TeamMay 15, 202619 min read
AI Security
LLM Vulnerabilities: Complete Security Testing Guide for 2026
Identify and fix prompt injection, data leakage, model poisoning, and 20+ vulnerability types using the OWASP LLM Top 10 framework. Practical testing methodology for enterprise LLM deployments.
Secured AI TeamMay 15, 202622 min read
Best Practices
What is Responsible AI? Complete Framework for 2026
A complete framework for responsible AI in 2026 — ethics, fairness, transparency, accountability, governance, and compliance — with implementation strategies for enterprises.
Secured AI TeamMay 15, 202622 min read
AI Security
Shadow AI: The Hidden Security Risk Exposing Your Data in 2026
Shadow AI is unauthorized AI tools employees use outside approved channels, and it creates immediate data exposure because the entire interaction model is paste-your-work-into-this-box. Learn detection methods, governance controls, and a 30/60/90-day remediation plan.
Secured AI TeamJanuary 19, 202618 min read
AI Security
How to Detect Shadow AI Usage in Your Organization: 2026 Detection Guide
A practical guide to detecting shadow AI using five methods: network traffic analysis, endpoint detection, browser extension audits, SaaS feature discovery, and behavioral detection. Includes tool comparisons and a 30-day detection roadmap.
Secured AI TeamJanuary 19, 202616 min read
AI Security
Controlling Unauthorized AI: 2026 Enterprise Guide to Detection & Policy Enforcement
Most unauthorized AI use isn't malicious — it's employees routing around slow procurement. This guide covers practical shadow AI detection (CASB, DLP, DNS, surveys), a 1-page acceptable use policy, fast-path tool approval, and a 60-day implementation roadmap.
Secured AI TeamJanuary 19, 202616 min read
Best Practices
AI Tool Sprawl Management: 2026 Enterprise Guide to Controlling AI Chaos
Your CISO asks a simple question: what AI tools are we using? Three weeks later, you've found 47 applications — and you're not done counting. This guide covers discovery, inventory, risk tiers, governance, technical controls, consolidation, and a 60-day plan.
Secured AI TeamJanuary 19, 202629 min read
AI Security
Top 10 AI Security Risks for Enterprises in 2026
Enterprise AI adoption outpaced security programs in 2026. This guide ranks the ten AI security risks every enterprise must assess now, with scoring frameworks, real-world attack patterns, and practical mitigation controls.
Secured AI TeamJanuary 19, 202617 min read
Best Practices
AI Governance Framework: A Practical Guide for Enterprise
Most AI governance frameworks die on page three of a PDF that nobody reads. Learn the six pillars and a 90-day implementation path to build an AI governance program that actually works.
Secured AI TeamJanuary 19, 202614 min read
AI Security
ChatGPT Security: What Enterprises Need to Know in 2026
ChatGPT security depends on which version you use, how it is configured, and whether employees follow policy. Learn the seven real risks and how to address them with both platform controls and data-layer protection.
Secured AI TeamJanuary 19, 202614 min read
AI Security
Model Context Protocol (MCP) Security: What It Means for Your Data
The Model Context Protocol lets AI agents access your tools, databases, and services directly, dissolving the boundary where data exposure was limited to what employees deliberately shared. Understand the four attack surfaces MCP creates and the controls your team needs before deployment scales.
Secured AI TeamJanuary 19, 202612 min read
Data Privacy
What is PII? The Complete Guide to Personally Identifiable Information
Learn what PII is, what counts as personally identifiable information, 18 common examples, and practical steps to protect sensitive data in your systems and AI tools.
Secured AI TeamJanuary 19, 202615 min read
Compliance
What is PHI? A Practical Guide to Protected Health Information
Understand what PHI is under HIPAA, what counts as protected health information, common examples, the 18 identifiers, and practical safeguards for healthcare teams.
Secured AI TeamJanuary 19, 202618 min read
Data Privacy
PHI vs PII: What's the Difference (and Why It Matters in Healthcare)
Learn the difference between PHI and PII, where they overlap, common healthcare examples, and practical safeguards to reduce exposure across email, tickets, chat, and AI tools.
Secured AI TeamJanuary 19, 202620 min read
Best Practices
Enterprise AI Solutions: A Security-First Guide
A practical guide to enterprise AI solutions, including deployment options, RAG, AI agents, governance, and the security controls that prevent sensitive data leaks.
Secured AI TeamJanuary 19, 202622 min read
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The Secured AI blog covers the intersection of artificial intelligence, data privacy, and enterprise security. Our team of security practitioners, privacy advocates, and engineers share practical insights on protecting sensitive information in the age of LLMs. Topics include PII and PHI detection, context-preserving masking, HIPAA compliance for AI, SOC 2 considerations, and emerging threats in AI security.