Tools and data of the paper "Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing"
☆15Jul 9, 2024Updated last year
Alternatives and similar repositories for deepjanus
Users that are interested in deepjanus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Uncertainty-Wizard is a plugin on top of tensorflow.keras, allowing to easily and efficiently create uncertainty-aware deep neural networ…☆44May 24, 2023Updated 2 years ago
- ☆13May 25, 2022Updated 3 years ago
- Taxonomy of Real Faults in Deep Learning Systems☆15Jan 27, 2020Updated 6 years ago
- DeepCrime - Mutation Testing Tool for Deep Learning Systems☆16Sep 23, 2023Updated 2 years ago
- Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks☆18Dec 15, 2020Updated 5 years ago
- Evolutionary test case generation for simulation testing of autonomous vehicles.☆28Dec 8, 2022Updated 3 years ago
- DNN Coverage Based Testing Study☆16Jul 12, 2020Updated 5 years ago
- ☆10Feb 3, 2021Updated 5 years ago
- ☆10Dec 27, 2022Updated 3 years ago
- A collection of dnn test input prioritizers often used as benchmarks in recent literature.☆19Feb 3, 2023Updated 3 years ago
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 3 years ago
- ☆25Mar 20, 2021Updated 5 years ago
- Predicting Out-of-Distribution Error with the Projection Norm☆19Jul 27, 2022Updated 3 years ago
- This is the source code for Maximum Mean Discrepancy Test is Aware of Adversarial Attacks (ICML2021).☆20Aug 19, 2022Updated 3 years ago
- Pure Tensorflow implementation of the SGR layer as proposed in "Symbolic Graph Reasoning Meets Convolutions" .☆19Jun 17, 2021Updated 4 years ago
- The repository hosts the code for the SBFT CPS Tool competition for testing autonomous cars.☆16Nov 17, 2024Updated last year
- Code release for RobOT (ICSE'21)☆15Dec 5, 2022Updated 3 years ago
- The repository hosts the code for the SBST CPS Tool competition for testing autonomous cars.☆21Nov 4, 2022Updated 3 years ago
- Out-of-distribution detection using the pNML regret. NeurIPS2021☆25Dec 20, 2024Updated last year
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆77Feb 15, 2021Updated 5 years ago
- ☆13Feb 14, 2022Updated 4 years ago
- A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles☆81Feb 12, 2019Updated 7 years ago
- Extracts static code features from opencl kernels to be used for machine learning.☆10Apr 30, 2021Updated 4 years ago
- The official codes for our paper at COLING 2022: Semantic-Preserving Adversarial Code Comprehension☆12Oct 23, 2022Updated 3 years ago
- SpongeBugs: Automatically Generating Fix Suggestions for SonarQube / SpotBugs☆23Nov 30, 2021Updated 4 years ago
- [ICSE 2023] Differentiable interpretation and failure-inducing input generation for neural network numerical bugs.☆13Jan 5, 2024Updated 2 years ago
- Code and dataset for EMNLP 2022 Findings paper "Benchmarking Language Models for Code Syntax Understanding"☆16Oct 24, 2022Updated 3 years ago
- Code and data for "Impact of Evaluation Methodologies on Code Summarization" in ACL 2022.☆10Sep 6, 2022Updated 3 years ago
- ☆15Jun 18, 2024Updated last year
- ☆12Nov 30, 2018Updated 7 years ago
- This repository contains the replication package of our paper "Assessing the Security of GitHub Copilot’s Generated Code - A Targeted Rep…☆10Nov 16, 2023Updated 2 years ago
- DeepXplore code release☆395Mar 17, 2022Updated 4 years ago
- ☆12Nov 14, 2021Updated 4 years ago
- ☆16Oct 2, 2024Updated last year
- [MICCAI2022] Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores.☆12Jun 7, 2024Updated last year
- Repository for the Adversarial ML on Code things☆16Jun 25, 2020Updated 5 years ago
- ☆40Sep 12, 2025Updated 6 months ago
- A (user-)friendly wrapper to nvdia-smi☆28Mar 17, 2024Updated 2 years ago
- Ranking Models in Unlabeled New Environments (iccv21)☆16Aug 21, 2021Updated 4 years ago