Shanshan Han

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Human Behavior Recognition

Top Venues

ISPRS Int. J. Geo Inf.

Proc. ACM Manag. Data

IEEE Trans. Serv. Comput.

Publications

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD (2024)
Luwei Feng, Dawei Gui, Shanshan Han, Tianqi Qiu, Yumiao Wang
Integrating Optical and SAR Time Series Images for Unsupervised Domain Adaptive Crop Mapping. Remote. Sens. 16 (8) (2024)
Shanshan Han, Qifan Zhang, Yuhang Yao, Weizhao Jin, Zhaozhuo Xu, Chaoyang He
LLM Multi-Agent Systems: Challenges and Open Problems. CoRR (2024)
Shanshan Han, Yuhang Yao, Zijian Hu, Dimitris Stripelis, Zhaozhuo Xu, Chaoyang He
TorchOpera: A Compound AI System for LLM Safety. CoRR (2024)
Weihua Xiao, Shanshan Han, Yue Yang, Shaoze Yang, Cheng Zheng, Jingsong Chen, Tingyuan Liang, Lei Li, Weikang Qian
MiniTNtk: An Exact Synthesis-based Method for Minimizing Transistor Network. ICCAD (2023)
Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. CoRR (2023)
Weizhao Jin, Yuhang Yao, Shanshan Han, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System. CoRR (2023)
Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr
FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs. CoRR (2023)
Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han, Shantanu Sharma, Chaoyang He, Sharad Mehrotra, Salman Avestimehr
Federated Analytics: A survey. CoRR (2023)
Rong Jiang, Shanshan Han, Yimin Yu, Weiping Ding
An access control model for medical big data based on clustering and risk. Inf. Sci. 621 (2023)
Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. DAPPS (2023)
Jiaqi Shao, Shanshan Han, Chaoyang He, Bing Luo
Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data. CoRR (2023)
Shanshan Han, Vishal Chakraborty, Michael T. Goodrich, Sharad Mehrotra, Shantanu Sharma
Veil: A Storage and Communication Efficient Volume-Hiding Algorithm. Proc. ACM Manag. Data 1 (4) (2023)
Shanshan Han, Vishal Chakraborty, Michael Goodrich, Sharad Mehrotra, Shantanu Sharma
Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume-Hiding Algorithm. CoRR (2023)
Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He
Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. CoRR (2023)
Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang
Quest: Privacy-Preserving Monitoring of Network Data: A System for Organizational Response to Pandemics. IEEE Trans. Serv. Comput. 15 (3) (2022)
Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang
QUEST: Privacy-Preserving Monitoring of Network Data. SERVICES (2022)
Lu Liu, Haibo Yu, Shenghui Wang, Lili Wan, Shanshan Han
Learning shape and texture progression for young child face aging. Signal Process. Image Commun. 93 (2021)
Shanshan Han, Cuiming Liu, Keyun Chen, Dawei Gui, Qingyun Du
A Tourist Attraction Recommendation Model Fusing Spatial, Temporal, and Visual Embeddings for Flickr-Geotagged Photos. ISPRS Int. J. Geo Inf. 10 (1) (2021)
Shanshan Han, Fu Ren, Qingyun Du, Dawei Gui
Extracting Representative Images of Tourist Attractions from Flickr by Combining an Improved Cluster Method and Multiple Deep Learning Models. ISPRS Int. J. Geo Inf. 9 (2) (2020)
Michael August, Christopher Davison, Mamadou H. Diallo, Dhrubajyoti Ghosh, Peeyush Gupta, Christopher T. Graves, Shanshan Han, Michael Holstrom, Pramod P. Khargonekar, Megan Kline, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang, Roberto Yus
A privacy-enabled platform for COVID-19 applications: poster abstract. SenSys (2020)
Yuancheng Huang, Yuanyuan Xue, Yuanchao Su, Shanshan Han
Hyperspectral Anomaly Detection Based on Isolation Forest with Band Clustering. IGARSS (2020)
Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li
An Iterative Scheme for Leverage-Based Approximate Aggregation. ICDE (2019)
Shanshan Han, Fu Ren, Chao Wu, Ying Chen, Qingyun Du, Xinyue Ye
Using the TensorFlow Deep Neural Network to Classify Mainland China Visitor Behaviours in Hong Kong from Check-in Data. ISPRS Int. J. Geo Inf. 7 (4) (2018)
Xiaowei Hao, Shanshan Han
An Algorithm for Generating a Recommended Rule Set Based on Learner's Browse Interest. iJET 13 (11) (2018)
Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li
An Iterative Scheme for Leverage-based Approximate Aggregation. CoRR (2017)
Jialin Wan, Siyao Cheng, Shanshan Han, Jianzhong Li
Optimal Scheduling of Friendly Jammers for Securing Wireless Communication. CoRR (2017)
Shanshan Han, Hongzhi Wang, Hong Gao, Jianzhong Li, Shenbin Huang
Fuzzy Keywords Query. APWeb (2) (2016)
Shanshan Han, Minfei Zhang, Penglin Li, Jinjie Yao
SVM-HMM Based Human Behavior Recognition. HCC (2014)
Qingshui Li, Yuling Zhai, Shanshan Han, Binbin Mo
The Study of Improved Grid Resource Scheduling Algorithm. ICICA (LNCS) (2011)
Dongfeng Ren, Shanshan Han
Research on the updating method of land-use map based on object-oriented analysis. Geoinformatics (2010)
Zhi Liu, Huaguo Jia, Shanshan Han
Research on the Teaching Method of Combining the Theory and Practice in Data Structure Course. ICYCS (2008)
Qu Li, Weihong Wang, Shanshan Han, Jianhong Li
Evolving Classifier Ensemble With Gene Expression Programming. ICNC (3) (2007)
Weihong Wang, Qu Li, Shanshan Han, Hai Lin
A Preliminary Study on Constructing Decision Tree with Gene Expression Programming. ICICIC (1) (2006)