ARiSE-Lab / deepTest
A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles
☆79Updated 5 years ago
Alternatives and similar repositories for deepTest:
Users that are interested in deepTest are comparing it to the libraries listed below
- ☆44Updated 7 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- ☆11Updated 5 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 5 months ago
- ☆24Updated 3 years ago
- Concolic Testing for Deep Neural Networks☆117Updated 3 years ago
- ☆36Updated 4 years ago
- Vision based algorithms for falsification of convolutional neural networks☆12Updated 6 years ago
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- The code of our paper "Misbehaviour Prediction for Autonomous Driving Systems", including our improved Udacity simulator☆22Updated 3 years ago
- Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"☆15Updated 6 months ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆15Updated last year
- Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paper☆35Updated 6 years ago
- Safety Verification of Deep Neural Networks☆50Updated 6 years ago
- ☆47Updated 6 years ago
- Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack"…☆34Updated 3 years ago
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆27Updated 2 years ago
- ☆19Updated 5 years ago
- DeepCrime - Mutation Testing Tool for Deep Learning Systems☆15Updated last year
- ☆9Updated last year
- Code release for RobOT (ICSE'21)☆14Updated 2 years ago
- ☆16Updated 2 years ago
- DeepInspect code release☆11Updated 4 years ago
- The released code of ReluVal in USENIX Security 2018☆57Updated 4 years ago
- ☆24Updated 4 years ago
- ☆8Updated 5 years ago
- DLFuzz: An Efficient Fuzzing Testing Framework of Deep Learning Systems☆52Updated 6 years ago
- DNN Coverage Based Testing Study☆16Updated 4 years ago
- DriveTester: A Unified Platform for Simulation-Based Autonomous Driving Testing☆20Updated this week
- ☆19Updated 2 years ago