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Self-Supervised Machine Learning Framework for Online Container Security Attack Detection
期刊论文
ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS, 2024, 卷号: 19, 期号: 3
作者:
Tunde-Onadele, Olufogorehan
;
Lin, Yuhang
;
Gu, Xiaohui
Adobe PDF(22391Kb)
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浏览/下载:244/3
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提交时间:2024/10/25
Adversarial machine learning
Contrastive Learning
Federated learning
Semi-supervised learning
Unsupervised learning
Additional key word and phrasesperformance debugging
Attack detection
Causal analysis
Hybrid learning
Key words
Learning frameworks
Learning schemes
Microservice
Security attacks
Supervised machine learning
A High-Frequency Re-Optimization Network for MRI Reconstruction with CT as the Prior
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Wenlei Shang
;
Wenjian Liu
;
Ying Cheng
;
Zijian Zhou
;
Guohua Cao
Adobe PDF(2295Kb)
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浏览/下载:273/17
|
提交时间:2024/08/26
Compressed sensing
Constrained optimization
Deep learning
Diffusion tensor imaging
Image reconstruction
Magnetic resonance imaging
Nuclear magnetic resonance
Compressed-Sensing
Computed tomography
High frequency HF
High quality
Lifting schemes
MR-images
MRI reconstruction
Optimisations
Prior information
Prior-constrained MRI reconstruction
Two-Server Verifiable Federated Learning: Unconditional Security and Practical Efficiency
会议论文
2024 27TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), Tianjin, China, 8-10 May 2024
作者:
Haofei Wang
;
Li-Ping Wang
;
Liang Feng Zhang
;
Huaxiong Wang
Adobe PDF(1734Kb)
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收藏
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浏览/下载:256/1
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提交时间:2024/07/15
Information theory
Cloud-computing
Global models
Information-theoretical security
Learning schemes
Privacy preserving
Security challenges
Training process
Trusted authorities
Unconditional security
Verifiable federated learning
Fourier-attention network: A deep neural network for lithographic misalignment sensing
期刊论文
OPTICS AND LASERS IN ENGINEERING, 2024, 卷号: 176
作者:
Wang, Nan
;
Li, Yi
;
Jiang, Wei
;
Qin, Zhen'an
;
Liu, Jun
Adobe PDF(3786Kb)
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收藏
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浏览/下载:201/0
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提交时间:2024/02/23
Alignment
Deep neural networks
Fourier transforms
Image processing
Lithography
Optical data processing
Deep learning
Engineering fields
Fourier
Images processing
Measurement accuracy
Misalignment sensing
Neural-networks
Performance
Science and engineering
Sensing schemes
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
会议论文
2024 JOINT INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS, LANGUAGE RESOURCES AND EVALUATION, LREC-COLING 2024 - MAIN CONFERENCE PROCEEDINGS, Hybrid, Torino, Italy, May 20, 2024 - May 25, 2024
作者:
Liu, Haowei
;
Shi, Yaya
;
Xu, Haiyang
;
Yuan, Chunfeng
;
Ye, Qinghao
Adobe PDF(2118Kb)
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浏览/下载:166/2
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提交时间:2024/07/05
Distillation
Information retrieval
Learning systems
Signal encoding
Encoder architecture
Fast retrievals
Fine grained
Learn+
Learning schemes
Lexicon representation
Semantic concept
Text retrieval
Unified learning
Video-text retrieval
Verifiable Homomorphic Secret Sharing for Machine Learning Classifiers
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 43639-43647
作者:
Xin Chen
Adobe PDF(1068Kb)
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浏览/下载:270/0
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提交时间:2023/06/02
Artificial intelligence
Classification (of information)
Cloud computing
Cryptography
Decision trees
Learning systems
Polynomials
Classification results
Cloud-computing
Computational modelling
Homomorphic secret sharing
Learning classifiers
Machine-learning
Multiservers
Partial results
Public keys
Secret sharing schemes
SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications
会议论文
PROCEEDINGS - 2022 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING AND SELF-ORGANIZING SYSTEMS, ACSOS 2022, Virtual, Online, United states, September 19, 2022 - September 23, 2022
作者:
Lin, Yuhang
;
Tunde-Onadele, Olufogorehan
;
Gu, Xiaohui
;
He, Jingzhu
;
Latapie, Hugo
Adobe PDF(1358Kb)
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收藏
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浏览/下载:379/0
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提交时间:2022/12/02
Errors
Learning systems
Supervised learning
Attack detection
Container security
Data labelling
Hybrid learning
Hybrid machine learning
Learning schemes
Security attack detection
Security attacks
Supervised machine learning
Unsupervised machine learning
Joint traffic signal and connected vehicle control in IoV via deep reinforcement learning
会议论文
IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Nanjing, China, March 29, 2021 - April 1, 2021
作者:
Zixin Wang
;
Hanyu Zhu
;
Yong Zhou
;
Xiliang Luo
Adobe PDF(344Kb)
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收藏
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浏览/下载:584/0
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提交时间:2021/12/03
Control system synthesis
Deep learning
Efficiency
Highway traffic control
Intelligent vehicle highway systems
Reinforcement learning
Street traffic control
Traffic signals
Travel time
Vehicles
Control schemes
In
buildings
Intelligent transportation systems
Internet of vehicle
Network traffic
Network
control
Traffic efficiency
Traffic network control
Traffic networks
Vehicle Control
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - October 1, 2021
作者:
Li, Zheren
;
Cui, Zhiming
;
Wang, Sheng
;
Qi, Yuji
;
Ouyang, Xi
Adobe PDF(193940Kb)
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收藏
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浏览/下载:461/0
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提交时间:2021/12/03
Computer aided diagnosis
Computer aided instruction
Deep learning
X ray screens
Back
bone network
Breast lesion detection
Contrastive learning
Domain generalization
Generalisation
Learning schemes
Learning techniques
Lesion detection
Multi
views
Training data
Service Chain Composition With Resource Failures in NFV Systems: A Game-Theoretic Perspective
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 1, 页码: 224 - 239
作者:
Simeng Bian
;
Xi Huang
;
Ziyu Shao
;
Xin Gao
;
Yang Yang
Adobe PDF(2236Kb)
|
收藏
|
浏览/下载:571/3
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提交时间:2021/04/09
Games
Servers
Monte Carlo methods
Reinforcement learning
Telecommunications
System performance
Optimization
NFV
service chain composition
quality of service
non-cooperative game
deep reinforcement learning
Monte Carlo tree search
Behavioral research
Deep learning
Game theory
Traffic congestion
Congestion mitigation
Distributed schemes
Game
theoretic perspectives
Markov approximation
Monte Carlo tree search (MCTS)
Non
cooperative behaviors
Noncooperative game
Resource failures
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