DeepImportance / deepimportance_code_release
☆24Updated 4 years ago
Alternatives and similar repositories for deepimportance_code_release:
Users that are interested in deepimportance_code_release are comparing it to the libraries listed below
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- ADAPT is the open source white-box testing framework for deep neural networks☆22Updated 2 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 6 years ago
- ☆10Updated 4 years ago
- ☆24Updated 4 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 7 months ago
- ☆18Updated 5 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
- EvalDNN: A Toolbox for Evaluating Deep Neural Network Models☆15Updated 5 years ago
- Concolic Testing for Deep Neural Networks☆118Updated 3 years ago
- ☆28Updated 2 years ago
- Testing Deep Neural Networks☆15Updated 6 years ago
- The released code of ReluVal in USENIX Security 2018☆59Updated 5 years ago
- ☆9Updated 5 years ago
- This is the implementation repository of our incoming ESEC/FSE 2021 paper: Exposing Numerical Bugs in Deep Learning via GradientBack-prop…☆14Updated 2 years ago
- This is the implement repository of our upcoming ESEC/FSE 2020 paper: Deep Learning Library Testing via Effective Model Generation.☆54Updated last year
- DeepCrime - Mutation Testing Tool for Deep Learning Systems☆15Updated last year
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated 2 years ago
- DeepInspect code release☆11Updated 5 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Updated 7 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆12Updated last year
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆81Updated 6 years ago
- The library for symbolic interval☆21Updated 4 years ago
- Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"☆15Updated 8 months ago
- ☆10Updated 2 years ago
- The released code of Neurify in NIPS 2018☆48Updated 2 years ago
- An Automatic DNN TrainingProblem Detection and Repair System☆17Updated last year
- ☆18Updated 2 years ago