AI Cybersecurity Risk Management: Comprehensive Guidance and Internal Audit Toolkit

AI Cybersecurity Risk Management: Internal Audit Toolkit and Executive Guide Product Description: Protect What Matters. Govern What’s Emerging. Train for What’s Coming. AI systems introduce novel cybersecurity risks—model inversion, prompt injection, data poisoning, shadow AI use—that traditional frameworks were never designed to manage. This guide gives you the tools to get ahead of the threats, align with global regulations, and build internal capability at every level of your organization. This 90+ page professional resource is tailored for cybersecurity leaders, AI governance teams, and transformation managers who need to understand, audit, and mitigate risk in real time. ✅ What's Included: Step-by-step internal audit framework with worksheets and scoring tools AI threat model tables (including attack surfaces, loss types, drift detection) Alignment guides to NIST AI RMF, ISO 23894, GDPR, and sectoral standards Risk heatmaps, vendor review checklists, and policy templates Team training tools for prompt safety, model explainability, and shadow AI prevention Simulated and real-world case studies from healthcare, public sector, finance, and more APA-style research citations for integration into formal policy and compliance materials 🌍 Who It’s For: CISOs, IT security officers, and risk managers AI product owners and developers in regulated sectors Compliance and procurement teams reviewing third-party AI tools Public agencies, nonprofits, and educational institutions deploying LLMs or predictive AI Project managers preparing to implement AI responsibly across business functions 📈 Why It’s Different: Centered on AI-specific cybersecurity threats, not general tech risk Designed for internal use, hands-on learning, and executive briefing Adaptable to all organizational sizes and maturity levels Written with no vendor lock-in, hype, or filler Don’t wait for a breach to define your AI strategy. Use this guide to audit, educate, and align your team now—with the tools you need to demonstrate readiness and resilience.