Index of Papers
Main List of Fuzzing
- AFL++: Combining Incremental Steps of Fuzzing Research
- autofz: Automated Fuzzer Composition at Runtime
- Fuzz to the Future: Uncovering Occluded Future Vulnerabilities via Robust Fuzzing
- DSFuzz: Detecting Deep State Bugs with Dependent State Exploration
- Seed Selection for Successful Fuzzing
- FuzzInMem: Fuzzing Programs via In-memory Structures
- Fuzzing with Data Dependency Information
- Accelerating Fuzzing through Prefix-Guided Execution
Main List of AI
- KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
- LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
Survey
Elementary Theory
- FOX: Coverage-guided Fuzzing as Online Stochastic Control
- Boosting Fuzzer Efficiency: An Information Theoretic Perspective
- SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection
AI enhancing Fuzzing
- On Understanding and Forecasting Fuzzers Performance with Static Analysis
- Automata-Guided Control-Flow-Sensitive Fuzz Driver Generation
- Fuzz4All: Universal Fuzzing with Large Language Models
- Fuzzing BusyBox: Leveraging LLM and Crash Reuse for Embedded Bug Unearthing
Fuzzing - Seed Scheduling
- Graphuzz: Data-driven Seed Scheduling for Coverage-guided Greybox Fuzzing
- Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis
- Balance Seed Scheduling via Monte Carlo Planning
- Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing
- Not All Coverage Measurements Are Equal: Fuzzing by Coverage Accounting for Input Prioritization