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	Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99 作者: Xiang Jiao Adobe PDF(7280Kb) \| 收藏 \| 浏览/下载：69/2 \| 提交时间：2025/02/17 Adversarial machine learning Contrastive Learning Convex optimization Electronic data interchange Gluing Resource allocation Batch sizes Collaborative modeling Convergence analysis Dropout Federated edge learning Integrated sensing Integrated sensing-computation-communication Learning convergence Privacy preserving Resources allocation
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：72/1 \| 提交时间：2025/02/28 Adversarial machine learning Data privacy Differential privacy Edge computing Frequency allocation Integer programming Learning to rank Network embeddings Resource allocation Edge server Fine tuning Foundation models Intelligence services Learning performance On-line algorithms Parameter-efficient fine-tuning Pre-trained foundation model Resources allocation Upper Bound
	MuSAC: Mutualistic Sensing and Communication for Mobile Crowdsensing 会议论文 2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), Jersey City, NJ, USA, 23-26 July 2024 作者: Sijie Ji; Lixiang Lian; Yuanqing Zheng; Chenshu Wu Adobe PDF(6000Kb) \| 收藏 \| 浏览/下载：268/1 \| 提交时间：2024/08/26 Data privacy Mobile telecommunication systems Communication efficiency Communications data CSI feedback Data collection Mobile crowdsensing Sensory data Smart phones Wi Fi networks Wireless communications Wireless sensing
	Distributed Sparse Covariance Matrix Estimation 会议论文 2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024 作者: Wenfu Xia Adobe PDF(425Kb) \| 收藏 \| 浏览/下载：266/1 \| 提交时间：2024/09/18 Constrained optimization Convex optimization Covariance matrix Data privacy Iterative methods Maximum likelihood estimation Optimization algorithms Centralised Communication privacy Covariance matrices Covariance matrix estimation Decentralized optimization Iterative shrinkagethresholding algorithms Ma ximum likelihoods Maximum-likelihood Nonconvex optimization Sparsity
	Enforcing End-to-end Security for Remote Conference Applications 会议论文 2024 IEEE SYMPOSIUM ON SECURITY AND PRIVACY (SP), San Francisco, CA, USA, 19-23 May 2024 作者: Yuelin Liu; Huangxun Chen; Zhice Yang Adobe PDF(3697Kb) \| 收藏 \| 浏览/下载：246/2 \| 提交时间：2024/09/18 Anonymity Audio streaming Cryptography Data privacy Differential privacy Audio videos Data encryption Dial-in E2EE Encryption methods End-to-end security Privacy Privacy breaches Production tools Remote conference
	Compact Powers-of-Two: An Efficient Non-Uniform Quantization for Deep Neural Networks 会议论文 2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), Valencia, Spain, 25-27 March 2024 作者: Xinkuang Geng; Siting Liu; Jianfei Jiang; Kai Jiang; Honglan Jiang Adobe PDF(407Kb) \| 收藏 \| 浏览/下载：264/2 \| 提交时间：2024/06/17 Computational efficiency Data privacy Table lookup Bit-Width Conventional methods Data characteristics Hardware implementations High-accuracy Intrinsic data Non-uniform quantization Power-of-two Quantisation Quantization schemes
	Federated Learning With Energy Harvesting Devices 期刊论文 IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204 作者: Li Zeng; Dingzhu Wen; Guangxu Zhu; Changsheng You Adobe PDF(6134Kb) \| 收藏 \| 浏览/下载：519/4 \| 提交时间：2023/09/22 Channel state information Data privacy Dynamic programming Energy harvesting Information management Iterative methods Job analysis Resource allocation Computational modelling Convergence Convergence rates Data utilities Device selection Distributed resource allocation Federated learning Resource management Sub-carriers Task analysis
	IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity 会议论文 2024 ASSOCIATION FOR THE ADVANCEMENT OF ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024 作者: Wang WJ(王雯婕); Pengfei Tang; Jian Lou; Yuanming Shao; Lance Waller Adobe PDF(2822Kb) \| 收藏 \| 浏览/下载：356/2 \| 提交时间：2024/03/21 Deep learning Economic and social effects eHealth Hospital data processing Learning systems Privacy-preserving techniques Records management Clinical research Downstream applications Electronic health Health records Machine-learning Missing values Outcome prediction Personalizations Privacy preserving Synthesization
	An advanced encryption standard framework for coarse-grained reconfigurable processor 会议论文 PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Jinan, China, March 8, 2024 - March 10, 2024 作者: Wu, Xuetong Adobe PDF(387Kb) \| 收藏 \| 浏览/下载：158/1 \| 提交时间：2024/07/05 Data privacy Reconfigurable architectures Reconfigurable hardware Advanced Encryption Standard Advanced Encryption Standard algorithms Coarse grained reconfigurable architecture Coarse-grained reconfigurable Encryption and decryption Performance Reconfigurable Reconfigurable processors Side-channel attacks Standard frameworks
	Querying Twice to Achieve Information-Theoretic Verifiability in Private Information Retrieval 期刊论文 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: PP, 期号: 99, 页码: 8172-8187 作者: Stanislav Kruglik; Son Hoang Dau; Han Mao Kiah; Huaxiong Wang; Liang Feng Zhang Adobe PDF(7286Kb) \| 收藏 \| 浏览/下载：276/1 \| 提交时间：2024/09/18 Data privacy Communication cost Data-base servers Doublings File sizes Privacy Private information retrieval Private information retrieval protocols Security Unified framework Verifiability

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