kupl / adapt
ADAPT is the open source white-box testing framework for deep neural networks
☆21Updated last year
Related projects: ⓘ
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆50Updated 6 years ago
- ☆24Updated 3 years ago
- This repository contains the implementation and the evaluation of our ESEC/FSE 2020 paper: Detecting Numerical Bugs in Neural Network Ar…☆26Updated 3 years ago
- Code release for RobOT (ICSE'21)☆14Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆10Updated last year
- Reward Guided Test Generation for Deep Learning☆20Updated last month
- ☆26Updated last year
- ☆14Updated 2 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆53Updated 10 months ago
- DeepInspect code release☆11Updated 4 years ago
- ☆18Updated 5 years ago
- The library for symbolic interval☆20Updated 4 years ago
- ☆11Updated last year
- A Static Differential Analysis Tool of Network Protocol Parsers☆17Updated 6 months ago
- ☆11Updated 5 months ago
- ☆12Updated 8 months ago
- ☆74Updated last year
- Concolic Testing for Deep Neural Networks☆117Updated 3 years ago
- Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)☆34Updated last year
- ☆23Updated 4 years ago
- Seminar 2022☆20Updated last month
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆14Updated last year
- ☆23Updated 3 weeks ago
- Lifting network implementation to precise format specification☆21Updated 4 months ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆40Updated last year
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- The released code of ReluVal in USENIX Security 2018☆56Updated 4 years ago
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated 8 months ago
- ☆15Updated 4 years ago
- ☆8Updated 4 years ago