[Home | ARiSE Lab](https://www.rayb.info/ariselab) ## Research topics - AI4SE: Software Analysis with AI - Neutaint: Efficient Dynamic Taint Analysis with Neural Networks, S&P (Oakland) - NEUZZ: Efficient Fuzzing with Neural Program Smoothing, S&P (Oakland) 2019 - Building Language Models for Text with Named Entities, ACL 2018 - SE4AI: Software Testing for AI-based Systems - Testing DNN Image Classifiers for Confusion & Bias Errors, ICSE 2020 - Metric Learning for Adversarial Robustness, NeurIPS 2019 - DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars, ICSE 2018 - Software Analytics ## Papers - [[2022__SCC__Leveraging Log Instructions in Log-based Anomaly Detection]]