ARiSE-Lab / deepTestLinks
A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
☆81Updated 6 years ago
Alternatives and similar repositories for deepTest
Users that are interested in deepTest are comparing it to the libraries listed below
Sorting:
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 3 years ago
- ☆11Updated 6 years ago
- ☆44Updated 7 years ago
- ☆24Updated 4 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 10 months ago
- ☆8Updated 2 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Updated 7 years ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆16Updated 2 years ago
- ☆36Updated 4 years ago
- The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator☆22Updated 3 years ago
- ☆18Updated 5 years ago
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆29Updated 2 years ago
- Concolic Testing for Deep Neural Networks☆119Updated 3 years ago
- Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"☆15Updated 10 months ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- An open-source software package for fuzzing autonomous driving systems in high-fidelity simulators☆32Updated 2 years ago
- DeepCrime - Mutation Testing Tool for Deep Learning Systems☆15Updated last year
- DNN Coverage Based Testing Study☆16Updated 4 years ago
- Code release for RobOT (ICSE'21)☆15Updated 2 years ago
- The released code of Neurify in NIPS 2018☆49Updated 2 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
- ☆11Updated last month
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago
- DriveTester: A Unified Platform for Simulation-Based Autonomous Driving Testing☆25Updated 4 months ago
- ☆18Updated last year
- SCTrans: Constructing a Large Public Scenario Dataset for Simulation Testing of Autonomous Driving Systems☆28Updated 2 weeks ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆16Updated 6 months ago
- A feedback-driven fuzzing framework for testing autonomous driving systems (by Seulbae Kim)☆18Updated 2 years ago
- Taxonomy of Real Faults in Deep Learning Systems☆16Updated 5 years ago
- ☆25Updated 5 years ago