TrustAI / testRNN
Coverage-Guided Testing of Long Short-Term Memory (LSTM) Networks
☆18Updated 4 years ago
Alternatives and similar repositories for testRNN:
Users that are interested in testRNN are comparing it to the libraries listed below
- [ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shi…☆27Updated 3 years ago
- ☆10Updated 2 years ago
- Reward Guided Test Generation for Deep Learning☆20Updated 5 months ago
- Code for the AAAI 2023 paper "CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models☆26Updated last year
- Learning Security Classifiers with Verified Global Robustness Properties (CCS'21) https://arxiv.org/pdf/2105.11363.pdf☆27Updated 3 years ago
- ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…☆18Updated 2 years ago
- ☆24Updated 4 years ago
- ☆28Updated 2 years ago
- Code release for RobOT (ICSE'21)☆14Updated 2 years ago
- Generating Adversarial Examples for Holding Robustness of Source Code Processing Models☆12Updated 3 years ago
- Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"☆46Updated 2 years ago
- ☆15Updated 4 years ago
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆38Updated 6 years ago
- Library for training globally-robust neural networks.☆28Updated last year
- Is Neuron Coverage a Meaningful Measure for Testing Deep Neural Networks? (FSE 2020)☆10Updated 3 years ago
- This repository provide the studies on the security of language models for code (CodeLMs).☆41Updated last month
- CC: Causality-Aware Coverage Criterion for Deep Neural Networks☆11Updated last year
- ☆11Updated 2 years ago
- ☆40Updated 2 years ago
- Code for the paper: "Adversarial Examples for Models of Code"☆17Updated 4 years ago
- ☆16Updated 3 months ago
- ☆11Updated 2 years ago
- ☆64Updated 4 years ago
- DeepLocalize: Fault Localization for Deep NeuralNetworks☆25Updated 3 years ago
- This is the project repository of our ASE22 paper: Natural Test Generation for Precise Testing of Question Answering Software☆13Updated 2 years ago
- Universal Robustness Evaluation Toolkit (for Evasion)☆31Updated 10 months ago
- ☆19Updated last year
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Updated 4 years ago
- ☆19Updated 5 years ago
- ☆23Updated last year