CompTIA - AI Prompting Essentials: a QuickStudy Laminated Reference Guide

ISBN: 1423253264

Author: Antoniou PhD, George

Condition: New

Essentials of AI prompting streamlined for quick reference in 6 laminated pages for competency certification through CompTIA. Includes foundations of prompting; core techniques; secure practices; adversarial threats; defensive engineering; and governance, ethics, and compliance. Not only for exam prep, this 6 page laminated reference is a perfect quick and handy desktop tool. Each section includes applied examples, practical SOC and IAM use cases, and governance context aligned with leading AI standards. Author George Antoniou, PhD is a professor with 30 years of experience in information security, risk management, and quality assurance compliance as well as strategic planning and enterprise level security architecture, plus security operations and policy development in small-medium-large, national and multi-national complex information security technology infrastructures. Curating the essential content with his experience and providing succinct answers with examples formatted for easy access makes this a valuable tool. We guarantee you will find answers faster than any book or website for a price that makes it easy to add this to your toolbox. Based on studies regarding retention with screens verses tactile in-hand study tools, along with the growing sales of our computer titles, print is not dead - give it a try.6 page laminated guide includes: Domain 1: Foundations of Prompting in Cybersecurity Ambiguous Prompting Clarity vs. Brevity Trade-off Context Awareness Context Window Management Prompt Fundamentals Prompt Scope SOC Log Prioritization Example Prompt Optimization Checklist Practice Drill Applied Examples Domain 2: Core Prompting Techniques Zero-Shot Prompting One-Shot Prompting Few-Shot Prompting Chain-of-Thought Prompting Role Prompting Iterative Refinement Delimiters in Prompts Instruction Prompting Prompt Chaining Hybrid Prompting (Advanced) Practice Drill Prompt Chaining for Complex Investigations Prompt Design Checklist Mini-exercise Domain 3: Secure Prompting Practices Access Controls for Prompting Data Leakage Prevention Data Sanitization & Privacy Example Guardrails & Policy Enforcement Least Privilege in AI Use Prompt Sanitization Policy-Aligned Prompting Secure Context Management Encryption-in-Context Example Privacy-by-Design Practices Secure Logging & Monitoring Compliance Automation Practice Drill Applied Examples Domain 4: Adversarial Prompt Threats Prompt Injection Cross-Domain Injection Indirect Prompt Injection Jailbreaking Data Exfiltration via Prompts Hallucination Exploits Prompt Poisoning Model Manipulation Scenarios Guard Models & Defense Layers Threat Modeling with MITRE ATLAS Real-World Analogies Mitigation Techniques Practice Drill Domain 5: Defensive Prompt Engineering Resilient Prompt Templates Content Filtering Feedback Loops Guard Models Prompt Usage Monitoring Red-Teaming Prompts Continuous Integration / Continuous Deployment (CI/CD) Ethical Review Workflow AI Workflow Validation Example Incident Response Integration Safe Response Templates Documentation & Version Control Prompt Lifecycle Management Resilience Metrics & KPIs Practice Drill Prompt Template Hardening Domain 6: Governance, Ethics & Compliance in Prompting AI Policy Alignment Audit Logging & Accountability Bias & Fairness in Prompting Data Minimization & Purpose Limitation Data Protection Impact Assessment (DPIA) Explainability & Evidence Requirements GDPR & Global Privacy Compliance HIPAA & Sectoral Regulations AI Incident Response & Reporting MITRE ATLAS & Threat Mapping Model Cards & Prompt Cards NIST AI RMF Alignment Vendor & Third-Party Risk (DPAs) Responsible AI Governance Pipeline Compliance Integration Example Practice Drill Applied Examples