CompTIA - AI Prompting Essentials

BARCHARTS PUBLISHINGISBN: 9781423253266

Price:
Sale price$20.99
Stock:
In stock, 10 units

By George Antoniou
Imprint: BARCHARTS PUBLISHING
Release Date:
Format:
FOLD-OUT BOOK OR CHART
Dimensions:
279 x 216 mm
Weight:
80 g
Pages:
6

Description


  • 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




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