Fuhao Li

Train One, Generalize to All: Generalizable Semantic Segmentation from Single-Scene to All Adverse Scenes

2023

Unsupervised Domain Adaptation (UDA) for semantic segmentation has received widespread attention for its ability to transfer knowledge from the source to target domains without a high demand for annotations. However, semantic segmentation under adverse conditions …

Towards Quality Controllable Data Synthesis: A Case Study on Synthesizing Network Intrusions

2024

Network intrusion detection plays a significant role in safeguarding network traffic against malicious activities. As the integration of Big Data and Artificial Intelligence (AI) in Intrusion Detection Systems (IDS) becomes more prevalent, achieving high detection …