ise-uiuc / FreeFuzzLinks
Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)
☆79Updated 2 years ago
Alternatives and similar repositories for FreeFuzz
Users that are interested in FreeFuzz are comparing it to the libraries listed below
Sorting:
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆39Updated 2 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated last year
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆31Updated last year
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆65Updated last month
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆24Updated last year
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆37Updated 3 years ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆32Updated 3 years ago
- ☆86Updated 2 years ago
- For our ICSE22 paper "EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries" by Jiannan Wang, Thibaud Lutellier, Shangshu Qia…☆13Updated 2 years ago
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆11Updated last year
- LLMDFA: Analyzing Dataflow in Code with Large Language Models (NeurIPS 2024)☆148Updated 3 months ago
- [SOSP'25] Automatic checker synthesis for system-level static analysis☆32Updated last week
- Collect simple coverage information in memory.☆11Updated 2 years ago
- Fast and Precise On-the-fly Patch Validation for All☆10Updated 2 years ago
- This is an evaluation set for the problem of directed/targeted test input generation. We use it to benchmark the ability of Large Languag…☆33Updated 6 months ago
- tool of llm-based indirect-call analyzer☆30Updated 6 months ago
- ☆74Updated 2 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 4 years ago
- LLMSAN: Sanitizing Large Language Models in Bug Detection with Data-Flow (EMNLP Findings 2024)☆82Updated 3 months ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Updated last year
- ☆143Updated 3 months ago
- The source code of project "LLift" (Enhancing static analysis with LLM)☆76Updated last year
- A learning-guided approach for executing arbitrary Python code snippets☆18Updated last year
- ☆13Updated last year
- ☆79Updated 3 weeks ago
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆55Updated 2 years ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆15Updated 2 years ago
- ☆11Updated last year
- Empc: Effective Path Prioritization for Symbolic Execution with Path Cover☆29Updated 4 months ago
- ☆26Updated 3 weeks ago