常姗(教授)


 

常姗

教授,博导,松江区政协委员

【个人简介】

2012年于西安交通大学获得博士学位,获陕西省优博入选国家级青年人才计划(中组部万人青拔)、上海市青年科技启明星、上海市人才发展资金、东华大学励志计划等。主要从事群体智能、联邦学习、物联网、安全与隐私保护等方向研究,在主流国际期刊和会议上,例如ACM MOBICOMIEEE TPDSIEEE TONIEEE TMCACM SENSYSIEEE INFOCOMIEEE ICDCSIEEE SECON等,发表学术论文60余篇。在相关领域公开10项国家发明专利。主持或参与国家/省部级重要科研项目十数项。担任国际期刊《Peer-to-Peer Networking and Applications》编委,2019担任ACM中国图灵大会(ACM TURC 2019)副主席(当年邀请到四位图灵获得者,参会人数超过1800人)。获GLOBECOM 2016IEEE SECON 2018IEEE ITHINGS 2016ACM TURC 2021等国际会议最佳论文(或提名)奖。

【研究兴趣】

分布式机器学习,安全与隐私保护,群体智能系统,物联网

【工作经历】

2020.09-至今,东华大学,教授

2015.09-2020.08,东华大学,副教授

2013.05-2015.08,东华大学,讲师

【教育背景】

2007.03-2012.06,西安交通大学,计算机软件与理论,博士

2005.09-2007.02,西安交通大学      ,计算机软件与理论,硕士

2000.09-2004.07,西安交通大学,计算机科学与技术,本科

2010.10-2011.03,加拿大滑铁卢大学,电子与计算机工程系,访问学者

2009.02-2010.02,香港科技大学,计算机科学与工程系,访问学者

【主要任职】

松江区政协委员

国际期刊Peer-to-Peer Networking and Applications编委

中国计算机协会物联网专委会委员

中国计算机协会分布式计算与系统专委会委员

上海市计算机等级考试及人工智能命题组成员(2020-2023

上海市计算机等级考试Python语言程序设计命题组成员(2016-2019)、

东华大学青年学者协会副会长

【获奖及荣誉】

1. 2021中组部“万人计划”青年拔尖人才

2. 2017上海市青年科技启明星(A类)

3. 2019上海市人才发展资金

4. 2017东华大学“励志计划”

5. 2019东华大学“巾帼建功标兵”

6. 2019东华大学“我心目中的好老师”

7. 2019 ACM TURC Outstanding Service Award

8. 2021 ACM TURC最佳论文奖Fighting Adversarial Images With Interpretable Gradients.

9. 2018 IEEE SECON最佳论文提名奖Lotus: Evolutionary Blind Regression over Noisy Crowdsourced Data

10. 2016 IEEE GLOBECOM最佳论文奖UPS: Combatting Urban Vehicle Localization with Cellular-Aware Trajectories

11. 2016 IEEE IThings最佳论文奖SmartDog: Real-time Detection of Smartphone Theft

12. 2017中国纺织工业联合会教学成果三等奖(《面向互联网+创新应用能力培养的教学体系研究与实现》)

13. 2014陕西省优秀博士学位论文(《无线自组网安全与隐私保护若干问题研究》)

【主要科研项目】

1. 跨企业联邦学习的安全增强方法与激励机制设计,2022.04-2025.03,上海市科技创新行动计划自然科学基金项目(主持)

2. 抗模型毒化与隐私泄露的联合学习关键技术研究,2020.01-2023.12,国家自然科学基金面上项目(主持)

3. 面向节点隐私保护的可持续群智感知系统关键技术研究,2017.01-2020.12,国家自然科学基金面上项目(主持)

4. 移动感知中数据安全与可靠性研究, 2017.04-2020.03,上海市青年科技启明星计划(主持)

5. 群智感知节点隐私保护,2017.01-2019.12,东华大学“励志计划”(主持)

6. 群智感知系统中的隐私保护关键技术研究,2014.01-2016.12,国家自然科学基金青年项目(主持)

7. 密码杂凑函数的新型分析与设计研究,2016.01 - 2019.12国家自然科学基金面上项目

8. 网络消费者隐私保护关键技术研究,2014.01-2016.12,国家自然科学基金青年项目

9. 数据广播环境下实时调度理论及应用研究,2014.01-2017.12,国家自然科学基金面上项目

10. 资源可共享模型下的实时调度理论及应用研究,2013.06-2015.05,上海市自然科学基金项目

11. 基于车辆自组网络的移动感知关键技术研究,2012.07-2015.06,上海市自然科学基金项目

12. 基于云计算的分布式系统并行测试关键技术研究,2012.01-2014.12,上海市教育委员会科创项目

【部分论文成果】

1. Wei Liu, Shan Chang, Ye Liu, Hao Zhang, “Wi-PSG: Detecting Rhythmic Movement Disorder using COTS WiFi”, IEEE Internet of Things Journal 8(6), 4681-4696, 2021. (JCR I)

2. Shan Chang, Hang Chen, Hongzi Zhu, Xinggang Hu, Di Cao, “CoSafe: Securing Mobile Devices through Mutual Mobility Consistency Verification”, IEEE Transactions on Mobile Computing 20 (5), 1761-1772, 2021. (CCF A)

3. Shan Chang, Chao Li, Hongzi Zhu, Hang Chen, “Adaptive and Blind Regression for Mobile Crowd Sensing”, IEEE transactions on mobile computing 19(11), 2533-2547, 2021. (CCF A)

4. Shan Chang, Chao Li, “Privacy in Neural Network Learning: Threats and Countermeasures”, IEEE Network, 2018, 32(4): 61-67. (JCR I)

5. Shan Chang, Chao Li, Hongzi Zhu, Ting Lu, Qiang Li, “Revealing Privacy Vulnerabilities of Anonymous Trajectories”, IEEE Transactions on Vehicular Technology, 2018, 67(12): 12061-12071. (JCR I)

6. Chao Li, Shan Chang, Hongzi Zhu, Hang Chen, Ting Lu, “Lotus: Evolutionary Blind Regression over Noisy Crowdsourced Data”, IEEE International Conference on Sensing, (IEEE SECON), 2018. (CCF B, Best Paper Award Runner-up)

7. Shan Chang, Hongzi Zhu, Wei Zhang, Li Lu, Yanmin Zhu, “PURE: Blind Regression Modeling for Low Quality Data with Participatory Sensing”, IEEE Transactions on Parallel and Distributed Systems, 2016, 27(4): 1199-1211. (CCF A)

8. Shan Chang, Hongzi Zhu, Yong Qi, Jizhong Zhao, Sherman Shen, “Footprint: Detecting Sybil attacks in Urban Vehicular Networks”, IEEE Transactions on Parallel and Distributed Systems, 2012, 23(6): 1103-1114. (CCF A)

9. Shan Chang, Hongzi Zhu, Mianxiong Dong, Kaoru Ota, Xiaoqiang Liu, Sherman Shen, “Private and Flexible Urban Message Delivery”, IEEE Transactions on Vehicular Technology, 2016, 65 (7): 4900-4910. (JCR I)

10. Shan Chang, Li Lu , Xiaoqiang Liu, Hui song, Qingsong Yao, “Vulnerability Aware Graphs for RFID Protocol Security Benchmarking”, Journal of Computer and System Sciences, 2015, 81 (6): 1027-1041. (CCF B)

11. Shan Chang, Xiaoqiang Liu, Ting Lu, Hongzi Zhu, Mianxiong Dong and Kaoru Ota, “Where Were You Yesterday: Privacy Risk of Published Anonymous Trajectories”, IEEE GLOBECOM, 2016. (CCF C)

12. Shan Chang, Ting Lu and Hui Song, “SmartDog: Real-time Detection of Smartphone Theft”, IEEE iThings 2016. (Best Paper Award)

13. Shan Chang, Hongzi Zhu, Mianxiong Dong, Kaoru Ota, Xiaoqiang Liu, Guangtao Xue, Xuemin Shen, “BusCast: Flexible and Privacy Preserving Message Delivery Using Urban Buses”, IEEE International Conference on Parallel and Distributed ystems (IEEE ICPADS), 2014. (CCF C)

14. Shan Chang, Yong Qi, Qingsong Yao, Hui Song, Li Lu, “Random graph based benchmarking methodology for RFID security protocols”, IEEE International Conference on e-Business Engineering (IEEE ICEBE), 2013.

15. Kaoru Ota, Mianxiong Dong, Shan Chang, Hongzi Zhu, “MMCD: Max-throughput and Min-delay Cooperative Downloading for Drive-thru Internet Systems”, in Proceedings of the IEEE international Conference on Communications (IEEE ICC), 2014. (CCF C)

16. Qingsong Yao, Jinsong Han, Saiyu Qi, Zhuoliu, Shan Chang, Jianfeng Ma, “MAP: Towards Authentication for Multiple-tags”, International Journal of Distributed Sensor Networks, Special Issue on Smart City, vol. 2013, Article ID 109439, pp. 1-14, 2013.

17. Shan Chang, Qingxi Li, Yong Qi, Jizhong Zhao, Yuan He, Xue Liu, “Demo Abstract: Safety Assurance for Archeologists Using Sensor Network”, in Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2008. (CCF B)

18. Shan Chang, Yong Qi, Hongzi Zhu, Mianxiong Dong, Kaoru Ota, “Maelstrom: Receiver-Location Preserving in Wireless Sensor Networks”, in Proceedings of the 6th International Conference on Wireless Algorithms, Systems, and Applications (WASA), 2011. (CCF C)

19. Hongzi Zhu, Shan Chang, Minglu Li, Kshirasagar Naik, Sherman Shen, “Exploiting Temporal Dependency for Opportunistic Forwarding in Urban Vehicular Network”, in Proceedings of the 30th IEEE International Conference on Computer Communications (INFOCOM), 2011. (CCF A)

20. Hongzi Zhu, Mianxiong Dong, Shan Chang, Minglu Li, Sherman Shen, “ZOOM: Capturing Mobility Scales for Opportunistic Forwarding in Vehicular Networks”, in Proceedings of the 32th IEEE International Conference on Computer Communications (INFOCOM), 2013. (CCF A)

【联系方式】

邮箱:changshan@dhu.edu.cn

办公地址:图文信息中心822