0% Complete
صفحه اصلی
/
سی و یکمین کنفرانس بین المللی مهندسی برق
Privacy-Preserving Model Predictive Control Using Secure Multi-Party Computation
نویسندگان :
Saeed Adelipour
1
Mohammad Haeri
2
1- Sharif university of technology
2- دانشگاه صنعتی شریف
کلمات کلیدی :
Model predictive control،Secret sharing،Multi-party computation،Privacy-preserving optimization،Projected gradient method
چکیده :
In this paper, a secure multi-party computation strategy based on secret sharing is used to derive a privacy-preserving model predictive control for a class of cyber-physical system. In the proposed framework, the underlying optimization problem of model predictive control is solved by a variation of projected gradient method. All required computations are carried out by outsourced computation units at the cloud level, while data privacy is maintained using a secret sharing scheme. The original values of system private parameters are not revealed to any external eavesdroppers and the cloud computing units. Simulation results demonstrate the efficiency of the proposed method in terms of performance and privacy.
لیست مقالات
لیست مقالات بایگانی شده
Multinomial Emoji Prediction Using Deep Bidirectional Transformers and Topic Modeling
Zahra Ebrahimian - Ramin Toosi - Mohammad Ali Akhaee
Design and simulation of a surface acoustic wave based micro pressure sensor
Sohrab Ghasemi Bisheh - Mohammad Tahmasebipour - Fatemeh Anousheh
H_∞ Robust Constrained Control of Fuzzy-based Continuous-Time Nonlinear Systems
Mohsen Farbood - Mokhtar Shasadeghi - Taher Niknam - Behrouz Safarinejadian
SAR Images Clustering Based on Modified Nonlinear Orthogonal non-Negative Matrix Factorization (NMF)
Mahdi Jowkar dehouei - Soolmaz Khazandi - Yaser Norouzi
A Novel CNN-Based FSK Demodulator With Efficient FPGA Implementation
AmirHossein Sadough - Sina Rezaeeahvanouee
کنترل دوز داروی بیماران مبتلا به لوسمی با استفاده از روشی نوین بر پایه یادگیری تقویتی عمیق
مریم افخمی - امین نوری
Design and Simulation of Modified Salisbury Spatial Filter using Genetic Algorithm for Improving Optical Image Processing
Mohammadmahdi Modabberanbeh - Hassan Kaatuzian - Amir Nader Askarpour
Two-Stage Stochastic Modeling for Energymnagement and Control of Virtual Power Plants: Addressing Renewable Energy Challenges
Mohammadreza Mousavi Khademi - Mehdi Zareian Jahromi
Performance Evaluation of a Deep Neural Network Joint Equalizer-Decoder in AWGN-ISI Channels
Zahra Joleini - Ali Jamshidi
SWOT Analysis of the Mega Constellation Technology and Satellite Internet
Mohammad Bod - Parvin Sojoodi - Leila Mohammadi
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
