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	Defending Side-Channel Attacks in Convolutional Neural Networks with Channel-Level Parallelization 会议论文 2025 IEEE 33RD ANNUAL INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM), Fayetteville, AR, USA, 4-7 May 2025 作者: Yankun Zhu; Ranxi Lin; Pingqiang Zhou Adobe PDF(789Kb) \| 收藏 \| 浏览/下载：13/1 \| 提交时间：2025/06/04 Convolution Convolutional neural networks Hardware security Network security Channel-level Cloud fields Convolutional neural network Field programmables Hardware platform Neural-networks Parallel structures Parallelizations Programmable gate array Side-channel attacks
	A Deep Investigation on Stealthy DVFS Fault Injection Attacks at DNN Hardware Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 1, 页码: 39-51 作者: Junge Xu; Fan Zhang; Wenguang Jin; Kun Yang; Zeke Wang Adobe PDF(2572Kb) \| 收藏 \| 浏览/下载：332/4 \| 提交时间：2024/07/15 Acceleration Deep neural networks Dynamic frequency scaling Field programmable gate arrays (FPGA) Frequency converters Image recognition Network security Software testing Timing circuits Voltage scaling Circuit faults Deep learning Deep learning accelerator Digital converters Dynamic voltage and frequency scaling Fault injection attacks Field programmable gate array Field programmables Hardware acceleration Programmable gate array Time-to-digital Time-to-digital converter
	Protecting Parallel Data Encryption in Multi-Tenant FPGAs by Exploring Simple but Effective Clocking Methodologies 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 卷号: 32, 期号: 10, 页码: 1919-1929 作者: Yankun Zhu; Pingqiang Zhou Adobe PDF(1620Kb) \| 收藏 \| 浏览/下载：216/4 \| 提交时间：2024/07/08 Encryption Field programmable gate arrays Clocks Sensors Frequency modulation Side-channel attacks Voltage fluctuations Clocking phase shift correlation power analysis (CPA) multi-tenant field-programmable gate array (FPGA) parallel encryption remote side-channel attack small frequency shift
	LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs 会议论文 PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Clearwater, FL, United states, June 12, 2024 - June 14, 2024 作者: Zhu, Yankun; Liu, Siting; Yang, Liyu; Zhou, Pingqiang Adobe PDF(3319Kb) \| 收藏 \| 浏览/下载：394/5 \| 提交时间：2024/08/09 Deep learning Field programmable gate arrays (FPGA) K-means clustering Linearization Regression analysis Field programmables Lower correlation Multi tenants Multi-tenant field programmable gate array Non-profiled deep learning side-channel attack Power analysis Programmable gate array Remote power Remote power analyse Side-channel attacks
	Exploring Remote Power Attacks Targeting Parallel Data Encryption On Multi-Tenant FPGAs 会议论文 PROCEEDINGS OF THE ACM GREAT LAKES SYMPOSIUM ON VLSI, GLSVLSI, Knoxville, TN, United states, June 5, 2023 - June 7, 2023 作者: Zhu, Yankun; Zhou, Jindong; Zhou, Pingqiang Adobe PDF(1561Kb) \| 收藏 \| 浏览/下载：384/2 \| 提交时间：2023/07/14 Clocks Data privacy Field programmable gate arrays (FPGA) Correlation power analyse Data encryption Multi tenants Multi-tenant fpgum Parallel data Parallel encryption Power analysis Programmable gate array Remote side-channel attack Side-channel attacks
	A Self-Organizing Multi-Layer Agent Computing System for Behavioral Clustering Recognition 期刊论文 SENSORS, 2023, 卷号: 23, 期号: 12 作者: Qian, Xingyu; Yuemaier, Aximu; Yang, Wenchi; Chen, Xiaogang; Liang, Longfei Adobe PDF(18284Kb) \| 收藏 \| 浏览/下载：276/0 \| 提交时间：2023/07/11 field programmable gate array (FPGA) hardware implementation real-time system action clustering
	An Energy-Efficient Stream-Based FPGA Implementation of Feature Extraction Algorithm for LiDAR Point Clouds With Effective Local-Search 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2023, 卷号: 70, 期号: 1, 页码: 1-13 作者: Sun, Hao; Deng, Qi; Liu, Xinzhe; Shu, Yuhao; Ha, Yajun Adobe PDF(3454Kb) \| 收藏 \| 浏览/下载：541/0 \| 提交时间：2022/11/25 Computer graphics Energy efficiency Extraction Feature extraction Field programmable gate arrays (FPGA) Graphics processing unit Matrix algebra Program processors Robotics Features extraction Field programmable gate array Field programmables Local search Localization and mappings Point cloud compression Point-clouds Programmable gate array Simultaneously localization and mapping Sparse matrices Task analysis
	AOS: An Automated Overclocking System for High Performance CNN Accelerator Through Timing Delay Measurement on FPGA 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 9, 页码: 1-1 作者: Weixiong Jiang; Heng Yu; Fupeng Chen; Yajun Ha Adobe PDF(3697Kb) \| 收藏 \| 浏览/下载：484/1 \| 提交时间：2023/03/10 Automation Computer aided design Delay circuits Field programmable gate arrays (FPGA) Iterative methods Time division multiplexing Timing circuits Timing jitter Uncertainty analysis Delay Field programmable gate array Field programmables Measurement uncertainty Overclocking Performance Programmable gate array Register Time-division multiplexing Timing delay
	Criticality-Aware Negotiation-Driven Scrubbing Scheduling for Reliability Maximization in SRAM-based FPGAs 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-1 作者: Li, Rui; Yu, Heng; Li, Lin; Ha, Yajun Adobe PDF(7842Kb) \| 收藏 \| 浏览/下载：519/1 \| 提交时间：2023/05/19 Criticality (nuclear fission) Iterative methods Job analysis Memory architecture Multitasking Reliability analysis Scheduling algorithms Throughput Field programmable gate array Field programmables Programmable gate array Reliability (engineering) Resource management Schedule Scheduling Scrubbing SRAM-based FPGA Task analysis
	An ultra-efficient streaming-based FPGA accelerator for infrared target detection 期刊论文红外与毫米波学报, 2022, 卷号: 41, 期号: 5, 页码: 914-922 作者: Chen Shao-Yi; Tang Xin-yi; Wang Jian; Huang Jing-Si; Li Zheng Adobe PDF(2732Kb) \| 收藏 \| 浏览/下载：250/0 \| 提交时间：2022/11/04 Cameras Convolution Convolutional neural networks Deep learning Embedded systems Field programmable gate arrays (FPGA) Interactive computer systems Object detection Security systems Signal detection System-on-chip Thermography (imaging) Convolutional neural network Field programmable gate array Field programmables Infra-red cameras Infrared target detection Object detection algorithms Programmable gate array Real Time system RGB cameras Ultra-efficient

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