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沈晴霓 Qingni Shen
北京大学软件与微电子学院教授,博士生导师
qingnishen@pku.edu.cn
(email)
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科研成果
2025
董佶圣, 李聪, 沈子楠, 胡达齐, 沈晴霓, 吴中海
.
基于国密SM9 的区块链匿名交易方案
. 中国科学:信息科学. 2025;55(6):1428 - 1446.
2024
Qian W, Shen Q, Xu H, Huang X, Wu Z
.
DROPFL: Client Dropout Attacks Against Federated Learning Under Communication Constraints
, in
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024
. IEEE; 2024:4870–4874.
访问链接
Feng X, Shen Q, Li C, Fang Y, Wu Z
.
Privacy Preserving Federated Learning from Multi-Input Functional Proxy Re-Encryption
, in
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024
. IEEE; 2024:6955–6959.
访问链接
Wong Y, Yan C, Zhai S, Li C, Shen Q
.
Security Equivalence Assessment between Cloud Standards by Mapping of Control Items
, in
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024
. IEEE; 2024:4630–4634.
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Zhai S, Chen H, Dong Y, Li J, Shen Q, Gao Y, Su H, Liu Y
.
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
, in
Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024
.; 2024.
访问链接
Xie L, Lin M, Liu S, Xu CM, Luan T, Li C, Fang Y, Shen Q, Wu Z
.
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
, in
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X
.Vol 15010. Springer; 2024:599–610.
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Feng X, Li C, Shen Q, Dong J, Qian W, Fang Y, Wu Z
.
HyPRE: Hybrid Proxy Re-Encryption for Secure Multimedia Data Sharing on Mobile Devices
, in
IEEE International Conference on Multimedia and Expo, ICME 2024, Niagara Falls, ON, Canada, July 15-19, 2024
. IEEE; 2024:1–6.
访问链接
Xie L, Lin M, Xu CM, Luan T, Zeng Z, Qian W, Li C, Fang Y, Shen Q, Wu Z
.
MH-pFLGB: Model Heterogeneous Personalized Federated Learning via Global Bypass for Medical Image Analysis
, in
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X
.Vol 15010. Springer; 2024:534–545.
访问链接
Xie L, Lin M, Luan T, Li C, Fang Y, Shen Q, Wu Z
.
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
, in
Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024
. OpenReview.net; 2024.
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Zhang X, Zhang Z, Shen Q, Wang W, Gao Y, Yang Z, Zhang J
.
SegScope: Probing Fine-grained Interrupts via Architectural Footprints
, in
IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024, Edinburgh, United Kingdom, March 2-6, 2024
. IEEE; 2024:424–438.
访问链接
Zhang X, Zhang Z, Shen Q, Wang W, Gao Y, Yang Z, Wu Z
.
ThermalScope: A Practical Interrupt Side Channel Attack Based on Thermal Event Interrupts
, in
Proceedings of the 61st ACM/IEEE Design Automation Conference, DAC 2024, San Francisco, CA, USA, June 23-27, 2024
. ACM; 2024:28:1–28:6.
访问链接
Qian W, Shen Q, Chen X, Li C, Fang Y, Wu Z
.
FDP-FL: Differentially Private Federated Learning with Flexible Privacy Budget Allocation
. The Computer Journal. 2024;67(12):3180-3195.
Zhang X, Chen Z, Zhang X, Shen Q, Wu Z
.
IPOD2: An Irrecoverable and Verifiable Deletion Scheme for Outsourced Data
. The Computer Journal. 2024;67(10):2877-2889.
Huang R, Shen Q, Wang Y, Wu Y, Wu Z, Luo X, Ruan A
.
ReenRepair: Automatic and semantic equivalent repair of reentrancy in smart contracts
. Journal of Systems and Software(JSS). 2024;216(112107).
Li C, Feng X, Shen Q, Wu Z
.
On the Security of Secure Keyword Search and Data Sharing Mechanism for Cloud Computing
. IEEE Transactions on Dependable and Secure Computing (TDSC). 2024;21(4):4306-4308.
李聪, 梁俊凯, 丁煜甲, 沈晴霓, 吴中海
.
基于SM9的分层标识广播内积函数加密
. 中国科学:信息科学. 2024;54(6):1400–1418.
2023
Zhai S, Shen Q, Chen X, Wang W, Li C, Fang Y, Wu Z
.
NCL: Textual Backdoor Defense Using Noise-Augmented Contrastive Learning
, in
IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023
. IEEE; 2023:1–5.
访问链接
Xia Y, Luo Y, Luo W, Shen Q, Yang Y, Wu Z
.
A Role Engineering Approach Based on Spectral Clustering Analysis for Restful Permissions in Cloud
, in
IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023
. IEEE; 2023:1–5.
访问链接
Wong Y, Shen Q, Li C, Liu C, Ai T
.
Detecting Malicious Migration on Edge to Prevent Running Data Leakage
, in
IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023
. IEEE; 2023:1–5.
访问链接
Feng X, Shen Q, Li C, Wang X, Xie N, Xie L, Fang Y, Wu Z
.
A Privacy Preserving Computer-aided Medical Diagnosis Framework with Outsourced Model
, in
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023
. IEEE; 2023:1080–1087.
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最新科研成果
SoK: Understanding zk-SNARKs: The Gap Between Research and Practice
Achilles: A Formal Framework of Leaking Secrets from Signature Schemes via Rowhammer
Practical Opcode-based Fault Attack on AES-NI
RPPFL: Robust and Privacy-Preserving Federated Learning via Trusted Execution Environments
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
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