Shangwei Guo

DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation

Han Qiu, Yi Zeng, Shangwei Guo et al. · 2021 · 179 citations

Engineering, Machine Learning, Evasion Technique +18

Text Classification via Large Language Models

Xiaofei Sun, Xiaoya Li, Jiwei Li et al. · 2023 · 151 citations · Full text

Llm Fine-tuning, Engineering, Reasoning Prompting +23

Byzantine-Resilient Decentralized Stochastic Gradient Descent

Shangwei Guo, Tianwei Zhang, Han Yu et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2021 · 64 citations · Full text

Decentralized Machine Learning, Machine Learning, Data Science +13

Perceptual Visual Security Index Based on Edge and Texture Similarities

Tao Xiang, Shangwei Guo, Xiaoguo Li · IEEE Transactions on Information Forensics and Security · 2016 · 44 citations

Engineering, Information Security, Biometrics +18

Towards efficient privacy-preserving face recognition in the cloud

Shangwei Guo, Tao Xiang, Xiaoguo Li · Signal Processing · 2019 · 43 citations

Privacy Protection, Engineering, Biometric Privacy +11