testingautomated-usi / selforacleLinks
The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator
☆22Updated 3 years ago
Alternatives and similar repositories for selforacle
Users that are interested in selforacle are comparing it to the libraries listed below
Sorting:
- Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"☆15Updated 10 months ago
- ☆8Updated 2 years ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆16Updated 2 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆81Updated 6 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 3 years ago
- DeepCrime - Mutation Testing Tool for Deep Learning Systems☆15Updated last year
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆29Updated 2 years ago
- ☆36Updated 4 years ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆16Updated 6 months ago
- ☆24Updated 4 years ago
- ☆10Updated 4 years ago
- ☆11Updated 6 years ago
- The repository hosts the code for the SBST CPS Tool competition for testing autonomous cars.☆20Updated 2 years ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- Implementation of Nvidia's DAVE2 NN in Keras, with some enhancements☆24Updated 8 years ago
- Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networ…☆45Updated 2 years ago
- VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learnin…☆188Updated 3 months ago
- ☆11Updated 3 years ago
- ☆18Updated 5 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- An open-source software package for fuzzing autonomous driving systems in high-fidelity simulators☆32Updated 2 years ago
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…☆35Updated 3 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 10 months ago
- ☆20Updated 2 years ago
- Neural Network Verification Software Tool☆125Updated last week
- Sherlock is a tool for output range anaylsis of Deep Neural Networks with ReLU activation units.☆28Updated 5 years ago
- Concolic Testing for Deep Neural Networks☆119Updated 3 years ago
- Learning Configurations of Operating Environment of Autonomous Vehicles to Maximize their Collisions☆17Updated 2 years ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆26Updated 4 years ago