ise-uiuc / DeepRELLinks
Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)
☆39Updated 2 years ago
Alternatives and similar repositories for DeepREL
Users that are interested in DeepREL are comparing it to the libraries listed below
Sorting:
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆82Updated 3 years ago
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆39Updated 3 years ago
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Updated 2 years ago
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆28Updated last year
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆55Updated 2 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆74Updated 5 months ago
- ☆90Updated 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
- 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 10 months ago
- Fast and Precise On-the-fly Patch Validation for All☆10Updated 2 years ago
- ☆26Updated 2 months ago
- ☆13Updated last year
- For our ISSTA'23 paper ACETest: Automated Constraint Extraction for Testing Deep Learning Operators☆13Updated last year
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆25Updated 5 years ago
- A Static Differential Analysis Tool of Network Protocol Parsers☆25Updated last year
- LLMSAN: Sanitizing Large Language Models in Bug Detection with Data-Flow (EMNLP Findings 2024)☆84Updated 2 months ago
- Enumerative Testing and Bounded Validation of SMT Solvers☆22Updated 6 months ago
- LLMDFA: Analyzing Dataflow in Code with Large Language Models (NeurIPS 2024)☆179Updated 2 months ago
- tool of llm-based indirect-call analyzer☆31Updated 10 months ago
- For our ICSE21 paper "CURE: Code-Aware Neural Machine Translation for Automatic Program Repair" by Nan Jiang, Thibaud Lutellier, and Lin …☆56Updated 3 years ago
- ☆15Updated 2 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
- ☆20Updated last year
- A DL compiler fuzzer☆13Updated last year
- A learning-guided approach for executing arbitrary Python code snippets☆17Updated last year
- ☆30Updated 4 years ago
- VulRepair: A T5-Based Automated Software Vulnerability Repair☆83Updated 8 months ago
- ☆75Updated 2 years ago
- ☆24Updated 2 months ago
- Vul4J: A Dataset of Reproducible Java Vulnerabilities☆115Updated 4 months ago