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ORCIDYimin Chen 0004
Person information
- affiliation: University of Massachusetts Lowell (UMASS Lowell), Computer Science Department, Lowell, USA
- affiliation (former): Virginia Tech, Computer Science Department, Blacksburg, USA
- affiliation (PhD 2018): Arizona State University, School of Electrical, Computer and Energy Engineering, Tempe, AZ, USA
Other persons with the same name
- Yimin Chen (aka: Yi-Min Chen, Yi-min Chen) — disambiguation page
- Yimin Chen 0001
![[0000-0003-1976-6041]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1976-6041")
— Sun Yat-sen University, School of Geography and Planning, China (and 1 more) - Yimin Chen 0002 — University of Western Ontario, Language and Information Technology Research Lab, London, Ontario, Canada (and 1 more)
- Yimin Chen 0003 — Northwestern Polytechnical University, School of Marine Science and Technology, Xi'an, China (and 2 more)
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2020 – today
- 2026
[c27]Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yidan Hu, Yimin Chen:
EarlyShield: Early-Stage Screening for Robust Personalized Federated Learning. PAKDD (2) 2026: 184-196- [i6]Xingyu Lyu, Jianfeng He, Ning Wang, Yidan Hu, Tao Li, Danjue Chen, Shixiong Li, Yimin Chen:
ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying. CoRR abs/2604.09747 (2026) - [i5]Xingyu Lyu, Jianfeng He, Ning Wang, Yidan Hu, Tao Li, Danjue Chen, Shixiong Li, Yimin Chen:
ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation. CoRR abs/2605.18762 (2026) - 2025
- [j8]Xin Yao, Enlang Li, Yimin Chen, Jiawei Guo, Kecheng Huang, Fengxiao Tang, Ming Zhao:
Stealthy and efficient adversarial example attack on video retrieval systems. Neural Networks 191: 107829 (2025) - [j7]Ning Wang, Chaoyu Zhang, Yang Xiao, Yimin Chen, Wenjing Lou, Y. Thomas Hou:
FLARE: Defending Federated Learning Against Model Poisoning Attacks via Latent Space Representations. IEEE Trans. Dependable Secur. Comput. 22(3): 2607-2623 (2025) - [j6]Ning Wang, Shanghao Shi, Yimin Chen, Wenjing Lou, Y. Thomas Hou:
FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning. IEEE Trans. Dependable Secur. Comput. 22(4): 4215-4230 (2025) - [c26]Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou, Ning Wang:
BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning. ECAI 2025: 1051-1058 - [c25]Ziqian Bi, Amit Singha, Hongfei Xue, Tao Li, Yimin Chen, Yanchao Zhang:
Physical Backdoor Attacks against mmWave-based Human Activity Recognition. ICDCS 2025: 758-768 - [c24]Xin Yao, Chenyang Wang, Yimin Chen, Kecheng Huang, Jiawei Guo, Ming Zhao:
Too Clever by Half: Detecting Sampling-based Model Stealing Attacks by Their Own Cleverness. ICDCS 2025: 1055-1065 - [c23]Xin Yao, Haiyang Zhao, Yimin Chen, Jiawei Guo, Kecheng Huang, Ming Zhao:
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training. NeurIPS 2025 - [c22]Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yimin Chen:
Beyond Uniformity: Robust Backdoor Attacks on Deep Neural Networks with Trigger Selection. PAKDD (6) 2025: 290-302 - [c21]Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen:
Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering. TrustCom 2025: 236-243 - [c20]Xin Yao, Kecheng Huang, Yimin Chen, Jiawei Guo, Jie Tang, Ming Zhao:
EchoLLM: LLM-Augmented Acoustic Eavesdropping Attack on Bone Conduction Headphones with mmWave Radar. USENIX Security Symposium 2025: 6619-6638 - [i4]Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen:
Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Poisoning Attacks. CoRR abs/2503.23288 (2025) - [i3]Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen:
Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering. CoRR abs/2503.23511 (2025) - [i2]Xin Yao, Haiyang Zhao, Yimin Chen, Jiawei Guo, Kecheng Huang, Ming Zhao:
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training. CoRR abs/2511.00446 (2025) - 2024
- [j5]Maryam Abbasalizadeh, Jeffrey Chan, Pranathi Rayavaram, Yimin Chen, Sashank Narain:
Privacy-Preserving Link Scheduling for Wireless Networks. IEEE Access 12: 109657-109672 (2024) - [c19]Amit Singha, Ziqian Bi, Tao Li, Yimin Chen, Yanchao Zhang:
Securing Contrastive mmWave-based Human Activity Recognition against Adversarial Label Flipping. WISEC 2024: 31-41 - [i1]Ning Wang, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou:
BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning. CoRR abs/2407.09658 (2024) - 2023
- [j4]Ning Wang, Yimin Chen, Yang Xiao, Yang Hu, Wenjing Lou, Y. Thomas Hou:
MANDA: On Adversarial Example Detection for Network Intrusion Detection System. IEEE Trans. Dependable Secur. Comput. 20(2): 1139-1153 (2023) - [c18]Jiawei Xu, Ziqian Bi, Amit Singha, Tao Li, Yimin Chen, Yanchao Zhang:
mmLock: User Leaving Detection Against Data Theft via High-Quality mmWave Radar Imaging. ICCCN 2023: 1-10 - [c17]Xin Yao, Yu Zhan, Yimin Chen, Fengxiao Tang, Ming Zhao, Enlang Li, Yanchao Zhang:
DUO: Stealthy Adversarial Example Attack on Video Retrieval Systems via Frame-Pixel Search. ICDCS 2023: 1-11 - [c16]Paul Jiang, Ellie Fassman, Amit Singha, Yimin Chen, Tao Li:
Evaluating the Impact of Noisy Point Clouds on Wireless Gesture Recognition Systems. MobiHoc 2023: 480-485 - 2022
- [j3]Xindi Ma, Baopu Li, Qi Jiang, Yimin Chen, Sheng Gao, Jianfeng Ma:
NOSnoop: An Effective Collaborative Meta-Learning Scheme Against Property Inference Attack. IEEE Internet Things J. 9(9): 6778-6789 (2022) - [c15]Ning Wang, Yang Xiao, Yimin Chen, Ning Zhang, Wenjing Lou, Y. Thomas Hou:
Squeezing More Utility via Adaptive Clipping on Differentially Private Gradients in Federated Meta-Learning. ACSAC 2022: 647-657 - [c14]Ning Wang, Yang Xiao, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou:
FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations. AsiaCCS 2022: 946-958 - [c13]Yang Hu, Ning Wang, Yimin Chen, Wenjing Lou, Y. Thomas Hou:
Transferability of Adversarial Examples in Machine Learning-based Malware Detection. CNS 2022: 28-36 - [c12]Ning Wang, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou:
FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning. INFOCOM 2022: 1409-1418 - [c11]Jared Q. Widberg, Sashank Narain, Yimin Chen:
Clang __usercall: towards native support for user defined calling conventions. ESEC/SIGSOFT FSE 2022: 1746-1750 - 2021
- [c10]Ning Wang, Yimin Chen, Yang Hu, Wenjing Lou, Y. Thomas Hou:
MANDA: On Adversarial Example Detection for Network Intrusion Detection System. INFOCOM 2021: 1-10 - 2020
- [j2]Tao Li, Dianqi Han, Yimin Chen, Rui Zhang, Yanchao Zhang, Terri Hedgpeth:
IndoorWaze: A Crowdsourcing-Based Context-Aware Indoor Navigation System. IEEE Trans. Wirel. Commun. 19(8): 5461-5472 (2020)
2010 – 2019
- 2018
- [j1]Xin Yao, Yimin Chen, Rui Zhang, Yanchao Zhang, Yaping Lin:
Beware of What You Share: Inferring User Locations in Venmo. IEEE Internet Things J. 5(6): 5109-5118 (2018) - [c9]Tao Li, Yimin Chen, Rui Zhang, Yanchao Zhang, Terri Hedgpeth:
Secure Crowdsourced Indoor Positioning Systems. INFOCOM 2018: 1034-1042 - [c8]Dianqi Han, Yimin Chen, Tao Li, Rui Zhang, Yanchao Zhang, Terri Hedgpeth:
Proximity-Proof: Secure and Usable Mobile Two-Factor Authentication. MobiCom 2018: 401-415 - [c7]Yimin Chen, Tao Li, Rui Zhang, Yanchao Zhang, Terri Hedgpeth:
EyeTell: Video-Assisted Touchscreen Keystroke Inference from Eye Movements. IEEE Symposium on Security and Privacy 2018: 144-160 - 2017
- [c6]Yimin Chen, Xiaocong Jin, Jingchao Sun, Rui Zhang, Yanchao Zhang:
POWERFUL: Mobile app fingerprinting via power analysis. INFOCOM 2017: 1-9 - [c5]Yimin Chen, Jingchao Sun, Xiaocong Jin, Tao Li, Rui Zhang, Yanchao Zhang:
Your face your heart: Secure mobile face authentication with photoplethysmograms. INFOCOM 2017: 1-9 - 2016
- [c4]Xiaocong Jin, Rui Zhang, Yimin Chen, Tao Li, Yanchao Zhang:
DPSense: Differentially Private Crowdsourced Spectrum Sensing. CCS 2016: 296-307 - [c3]Tao Li, Yimin Chen, Jingchao Sun, Xiaocong Jin, Yanchao Zhang:
iLock: Immediate and Automatic Locking of Mobile Devices against Data Theft. CCS 2016: 933-944 - [c2]Jingchao Sun, Xiaocong Jin, Yimin Chen, Jinxue Zhang, Yanchao Zhang, Rui Zhang:
VISIBLE: Video-Assisted Keystroke Inference from Tablet Backside Motion. NDSS 2016 - 2015
- [c1]Yimin Chen, Jingchao Sun, Rui Zhang, Yanchao Zhang:
Your song your way: Rhythm-based two-factor authentication for multi-touch mobile devices. INFOCOM 2015: 2686-2694
Coauthor Index
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