UsefulLinks
Computer Science
Artificial Intelligence
Prompt Engineering
1. Introduction to Prompt Engineering
2. Fundamentals of Large Language Models
3. Core Components of Effective Prompts
4. Basic Prompting Techniques
5. Crafting High-Quality Prompts
6. Advanced Prompting Strategies
7. Prompt Engineering Workflow
8. Task-Specific Applications
9. Security and Safety Considerations
10. Performance Evaluation and Optimization
11. Advanced and Emerging Topics
9.
Security and Safety Considerations
9.1.
Prompt Injection Vulnerabilities
9.1.1.
Direct Injection Attack Patterns
9.1.2.
Indirect Injection Techniques
9.1.3.
Goal Hijacking Methods
9.1.4.
Instruction Override Attempts
9.1.5.
Malicious Input Detection
9.2.
Information Security Measures
9.2.1.
Sensitive Data Protection
9.2.2.
Confidential Information Handling
9.2.3.
Data Redaction Techniques
9.2.4.
Access Control Implementation
9.2.5.
Privacy Preservation Methods
9.3.
Jailbreaking and Evasion
9.3.1.
Restriction Bypass Techniques
9.3.2.
Jailbreak Pattern Recognition
9.3.3.
Evasion Strategy Identification
9.3.4.
Social Engineering Attempts
9.3.5.
Manipulation Technique Detection
9.4.
Defensive Strategies
9.4.1.
Instruction Reinforcement Methods
9.4.2.
Output Validation Techniques
9.4.3.
Content Filtering Implementation
9.4.4.
Safety Guardrail Design
9.4.5.
Monitoring and Alerting Systems
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8. Task-Specific Applications
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10. Performance Evaluation and Optimization