Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)
☆40May 17, 2023Updated 2 years ago
Alternatives and similar repositories for DeepREL
Users that are interested in DeepREL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fuzzing Automatic Differentiation in Deep-Learning Libraries (ICSE'23)☆27Mar 2, 2024Updated 2 years ago
- For our ISSTA22 paper "DocTer: Documentation-Guided Fuzzing for Testing Deep Learning API Functions" by Danning Xie, Yitong Li, Mijung Ki…☆39Jul 19, 2022Updated 3 years ago
- Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)☆83Nov 2, 2022Updated 3 years ago
- ☆93Sep 10, 2023Updated 2 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆82Aug 5, 2025Updated 8 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Artifact for ESEC/FSE'23 paper "NeuRI: Diversifying DNN Generation via Inductive Rule Inference"☆32Nov 13, 2023Updated 2 years ago
- Fast and Precise On-the-fly Patch Validation for All☆10Feb 24, 2023Updated 3 years ago
- ☆11Nov 1, 2023Updated 2 years ago
- The First International Workshop on Large Language Model for Code 2024 (Co-Located with ICSE 2024)☆17Oct 4, 2024Updated last year
- a data collection of related work: Toward Understanding Deep Learning Framework Bugs☆18Oct 23, 2023Updated 2 years ago
- This is the implementation repository of our ICSE'22 paper: Muffin: Testing Deep Learning Libraries via Neural Architecture Fuzzing.☆33Jun 17, 2022Updated 3 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆56Oct 29, 2023Updated 2 years ago
- Collect simple coverage information in memory.☆11Oct 6, 2022Updated 3 years ago
- For our ICSE22 paper "EAGLE: Creating Equivalent Graphs to Test Deep Learning Libraries" by Jiannan Wang, Thibaud Lutellier, Shangshu Qia…☆13Aug 16, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Automated DNN generation for fuzz testing and more☆146Jan 14, 2025Updated last year
- Fuzzing Deep Learning Libraries Via Mining Security Knowledge from Open Source☆17May 14, 2024Updated last year
- Tzer: TVM Implementation of "Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation (OOPSLA'22)“.☆72Mar 9, 2023Updated 3 years ago
- Making code edting up to 7.7x faster using multi-layer speculation☆23Feb 20, 2025Updated last year
- ☆11Mar 27, 2023Updated 3 years ago
- ☆16Jan 23, 2026Updated 2 months ago
- XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts☆35Jul 2, 2024Updated last year
- EvoEval: Evolving Coding Benchmarks via LLM☆81Apr 6, 2024Updated 2 years ago
- ☆13May 19, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Repilot, a patch generation tool introduced in the ESEC/FSE'23 paper "Copiloting the Copilots: Fusing Large Language Models with Completi…☆137Oct 9, 2023Updated 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…☆34Mar 11, 2025Updated last year
- Tests that check correctness of a single statement☆14Nov 25, 2024Updated last year
- ☆18Sep 2, 2025Updated 7 months ago
- ☆156May 27, 2025Updated 10 months ago
- ☆23Mar 29, 2026Updated last week
- ☆88Jan 22, 2026Updated 2 months ago
- https://nnsmith-asplos.rtfd.io Artifact of "NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers" ASPLOS'23☆11Mar 29, 2023Updated 3 years ago
- Fuzzing Coreutils with AFL on kubernetes☆13Apr 25, 2019Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- SyPet: Component-Based Synthesis for Complex APIs☆20May 24, 2018Updated 7 years ago
- PromtFuzz is an automated tool that generates high-quality fuzz drivers for libraries via a fuzz loop constructed on mutating LLMs' promp…☆328Apr 3, 2026Updated last week
- A universal seed scheduler for fuzzers (LibFuzzer and AFL havoc mode) and concolic execution engine (qsym).☆121Apr 4, 2023Updated 3 years ago
- Bug detection framework for finding Finger tracable bugs in Linux☆20Mar 23, 2025Updated last year
- RepoQA: Evaluating Long-Context Code Understanding☆132Nov 1, 2024Updated last year
- Hopper is a tool for generating fuzzing test cases for libraries automatically using interpretative fuzzing.☆263Mar 3, 2026Updated last month
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆14Dec 1, 2022Updated 3 years ago