---
title: "AI Security"
canonical: "https://codeandcypher.com/tags/ai-security/"
---

# AI Security



## Index

- [Hands-On AI Security: Policy-as-Code with Open Policy Agent and Rego](/series/hands-on-ai-security/part-4-policy-as-code-open-policy-agent-rego/index.md) (2026-10-01): Connect Open Policy Agent (OPA) to your AI security gateway, evaluate context classifications in real time, and generate audit-ready security block logs.

- [Hands-On AI Security: Blue Teaming and Building the Security Gateway](/series/hands-on-ai-security/part-3-blue-teaming-building-the-security-gateway/index.md) (2026-09-24): Construct an external security gateway in Flask to inspect incoming prompts, enforce guardrails, and intercept leaked secrets before they reach the browser.

- [Hands-On AI Security: Red Teaming Piper with 5 Prompt Injection Vectors](/series/hands-on-ai-security/part-2-red-teaming-piper-prompt-injection-vectors/index.md) (2026-09-17): Attack the Piper chatbot across 5 prompt injection categories, testing vulnerabilities, boundary bypasses, and hardened model variants in a local AI testbed.

- [Hands-On AI Security: Building a Zero-Cost Local LLM Lab with Docker, Ollama, and Piper](/series/hands-on-ai-security/part-1-zero-cost-local-llm-lab/index.md) (2026-09-10): Architect a reproducible local AI red/blue team lab using Docker, Ollama, and the vulnerable Piper chatbot on standard 8GB RAM student laptops.

- [My Teaching Philosophy: Building Accessible AI Security Education](/posts/teaching-philosophy-ai-security-overview/index.md) (2026-08-30): Explore an accessible teaching philosophy for AI security using Universal Design for Learning (UDL), multimodal labs, and zero-cost open educational resources.

- [Teaching AI Security: Hands-On LLM Hardening with Docker Desktop and Security Gateways](/posts/ncyte-ai-security-webinar-llm-hardening/index.md) (2026-08-30): A complete guide to teaching AI security on student laptops with zero API costs using Docker, Ollama, and a Python security gateway against prompt injection.

- [Quantum-Ready Risk Management Plan: Post-Quantum Cryptography Migration Strategy](/papers/csol530-quantum-ready-risk-management-plan/index.md) (2025-06-22): Strategic risk management roadmap for transitioning enterprise cryptography to post-quantum standards before cryptanalytic breakthroughs.

- [Automating AI Security Risk Assessment, LLM Governance, and Threat Detection](/papers/csol530-automating-ai-security-risks/index.md) (2025-06-15): Framework for identifying and mitigating AI security risks, prompt injection vectors, and automated model evaluation pipelines.

- [Cybersecurity Governance Frameworks, Regulatory Compliance, and Maturity Auditing](/papers/csol530-cybersecurity-governance-and-compliance/index.md) (2025-06-04): Governance framework analyzing policy hierarchies, compliance mapping, and audit readiness across regulated enterprise environments.

- [Designing Robust Security Controls for Cloud and IoT Ecosystems](/papers/csol530-designing-robust-security-controls-for-cloud-and-iot/index.md) (2025-06-02): Security architecture blueprint specifying robust isolation controls, mutual TLS, and device attestation for cloud and IoT ecosystems.

- [Designing a Zero Trust Strategy for Third-Party and Vendor Risk Management](/papers/csol530-designing-a-zero-trust-strategy-for-third-party-risk/index.md) (2025-05-26): Zero Trust architecture blueprint enforcing dynamic context-based access and least privilege for third-party vendors and contractors.

- [Enterprise Risk Analysis Report: Quantitative and Qualitative Risk Assessment](/papers/csol530-creating-a-risk-analysis-report/index.md) (2025-05-17): Methodology for synthesizing technical vulnerability data into executive-ready risk analysis reports with actionable remediation roadmaps.

- [Fundamentals of Cyber Governance: Alignment, Oversight, and Policy Enactment](/papers/csol530-fundamentals-of-cyber-governance/index.md) (2025-05-11): Foundations of cybersecurity governance, board oversight, risk appetite formulation, and regulatory accountability structures.