钮俊｜宁波大学｜学者主页

2026

Side-Channel Privacy Attacks on Energy-Efficient Mobile Agents: A Membership Inference Perspective

Ibtisam Ehsan, Jun Niu, Yuqing Zhang

MobiSys Workshops

DOI

2026

SecureNet: Energy-Proportional Autonomic Self-Protection on Battery-Powered WSN Cluster Heads

Sukumarn Sankeawthong, Jun Niu, Xudong Cao, Shang-Ru Zhao, Yuqing Zhang

MobiSys Workshops

DOI

2026

Lightweight Self-Protection for IoT Sensor Networks: Defending Against Membership Inference Attacks

Ibtisam Ehsan, Jun Niu, Shang-Ru Zhao, Yuqing Zhang

MobiSys Workshops

DOI

2025

Comparing Different Membership Inference Attacks With a Comprehensive Benchmark

Jun Niu, Xiaoyan Zhu, Moxuan Zeng, Ge Zhang, Qingyang Zhao, Chunhui Huang, Yang-Ming Zhang, Suyu An, Yangzhong Wang, Xinghui Yue, Zhi-Peng He, Weihao Guo, Kuo Shen, Peng Liu, Lan Zhang, Jian-Feng Ma, Yuqing Zhang

IEEE Transactions on Information Forensics and Security

DOI

2024

Model checking spatial reachability specifications of public transport networks

Jun Niu, Jia Wang

Simulation Modelling Practice and Theory

DOI

2024

InsProg: Supporting Teaching Through Visual Analysis of Students’ Programming Processes

Hongyan Zhong, Jun Niu, Junjie Li

International Conference on Advanced Visual Interfaces (AVI)

DOI

2024

A survey on membership inference attacks and defenses in machine learning

Jun Niu, Peng Liu, Xiaoyan Zhu, Kuo Shen, Yue-Cong Wang, Haotian Chi, Yu-Long Shen, Xiao-Hong Jiang, Jian-Feng Ma, Yu-Qing Zhang

Journal of Information and Intelligence

DOI

2024

Dual Defense: Combining Preemptive Exclusion of Members and Knowledge Distillation to Mitigate Membership Inference Attacks

Jun Niu, Peng Liu, Chunhui Huang, Yang-Ming Zhang, Moxuan Zeng, Kuo Shen, Yangzhong Wang, Suyu An, Yu-Long Shen, Xiao-Hong Jiang, Jian-Feng Ma, He Wang, Gaofei Wu, Anmin Fu, Chunjie Cao, Xiaoyan Zhu, Yu-Qing Zhang

Journal of Information and Intelligence

DOI

2023

基于数字孪生技术的编程语言实践教学过程的智能监控及优化

钮俊，陈叶芳，严迪群，金炜

《计算机教育》

2023

SODM:Stealing Object Detection Models via Diffusion Model

Yang-Ming Zhang, Suyu An, Moxuan Zeng, Yangzhong Wang, Jun Niu, Yu-Qing Zhang

Proceedings of the 9th International Conference on Computational Intelligence and Security

DOI

2023

GNMS: A novel method for model stealing based on GAN

Moxuan Zeng, Yangzhong Wang, Yang-Ming Zhang, Jun Niu, Yuqing Zhang

International Conference on Advanced Cloud and Big Data

DOI

2023

MADV: A Framework for Copyright Protection of NLP Models Based on Multi-level Adversarial Samples

Suyu An, Yang-Ming Zhang, Moxuan Zeng, Yangzhong Wang, Jun Niu, Yu-Qing Zhang

Proceedings of the 9th International Conference on Computational Intelligence and Security

DOI

2022

基于Petri网可达分析的代码搜索方法

丁雪儿，钮俊，张开乐，毛昕怡

《计算机研究与发展》

2022

Security and Privacy Challenges for Intelligent Internet of Things Devices 2022 TADW: Traceable and Antidetection Dynamic Watermarking of Deep Neural Networks

Jinwei Dong, He Wang, Zhipeng He, Jun Niu, Xiaoyan Zhu, Gaofei Wu

Security and Communication Networks

DOI

2021

基于模型检测的无线传感器网络拓扑验证方法

王佳，钮俊，毛昕怡

《无线通信技术》

2019

Time-Aware Dummy-Based Privacy Protection for Continuous LBSs

Jun Niu, Xiao-yan Zhu, Lei Shi, Jian-Feng Ma

International Conference on Networking and Network Applications

DOI

2019

A Semantic-Based Dummy Generation Strategy for Location Privacy

Mu-Yu Zhao, Xiao-yan Zhu, Jun Niu, Jian-Feng Ma

International Conference on Networking and Network Applications

DOI

2013

绿色评价模型的互模拟等价及逻辑保持

钮俊，曾国荪，王伟

《计算机学报》

2012

云计算环境下聚合服务的随机模型检测

钮俊，曾国荪

《计算机科学》

2011

随机模型检测连续时间Markov过程

钮俊，曾国荪，吕新荣，徐畅

《计算机科学》

2010

基于模型检测的时间空间性能验证方法

钮俊，曾国荪，王伟

《计算机学报》

2009

一种刻画功能和时间空间性能的统一验证模型atsFPM

钮俊，曾国荪，陈波

《计算机学报》

钮俊

精选作品

期刊论文

Side-Channel Privacy Attacks on Energy-Efficient Mobile Agents: A Membership Inference Perspective

SecureNet: Energy-Proportional Autonomic Self-Protection on Battery-Powered WSN Cluster Heads

Lightweight Self-Protection for IoT Sensor Networks: Defending Against Membership Inference Attacks

Comparing Different Membership Inference Attacks With a Comprehensive Benchmark

Model checking spatial reachability specifications of public transport networks

InsProg: Supporting Teaching Through Visual Analysis of Students’ Programming Processes

A survey on membership inference attacks and defenses in machine learning

Dual Defense: Combining Preemptive Exclusion of Members and Knowledge Distillation to Mitigate Membership Inference Attacks

基于数字孪生技术的编程语言实践教学过程的智能监控及优化

SODM:Stealing Object Detection Models via Diffusion Model

GNMS: A novel method for model stealing based on GAN

MADV: A Framework for Copyright Protection of NLP Models Based on Multi-level Adversarial Samples

基于Petri网可达分析的代码搜索方法

Security and Privacy Challenges for Intelligent Internet of Things Devices 2022 TADW: Traceable and Antidetection Dynamic Watermarking of Deep Neural Networks

基于模型检测的无线传感器网络拓扑验证方法

Time-Aware Dummy-Based Privacy Protection for Continuous LBSs

A Semantic-Based Dummy Generation Strategy for Location Privacy

绿色评价模型的互模拟等价及逻辑保持

云计算环境下聚合服务的随机模型检测

随机模型检测连续时间Markov过程

基于模型检测的时间空间性能验证方法

一种刻画功能和时间空间性能的统一验证模型atsFPM

研究方向