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Computer Science
Cybersecurity
Fuzzing
1. Introduction to Fuzzing
2. Core Concepts and Architecture
3. Types of Fuzzers
4. Input Generation and Mutation Strategies
5. Target Monitoring and Instrumentation
6. The Fuzzing Process
7. Crash Triage and Analysis
8. Advanced Fuzzing Techniques
9. Fuzzing in the Software Development Lifecycle
10. Common Vulnerabilities Discovered by Fuzzing
11. Common Fuzzing Tools and Frameworks
12. Fuzzing Best Practices
13. Challenges and Limitations
14. Future Directions and Research
13.
Challenges and Limitations
13.1.
Technical Challenges
13.1.1.
Path Explosion
13.1.2.
State Space Exploration
13.1.3.
Complex Input Formats
13.2.
Scalability Issues
13.2.1.
Resource Requirements
13.2.2.
Time Constraints
13.2.3.
Coverage Plateaus
13.3.
False Positives and Negatives
13.3.1.
Crash Relevance
13.3.2.
Exploitability Assessment
13.3.3.
Noise Reduction
13.4.
Integration Challenges
13.4.1.
Legacy Systems
13.4.2.
Proprietary Formats
13.4.3.
Performance Impact
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12. Fuzzing Best Practices
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14. Future Directions and Research