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检索条件"任意字段=2022 International Conference on Machine Learning and Data Engineering, ICMLDE 2022"
33664 条 记 录,以下是261-270 订阅
排序:
Enhancing Federated learning Robustness in Non-IID data Environments via MMD-Based Distribution Alignment  25th
Enhancing Federated Learning Robustness in Non-IID Data Env...
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25th international conference on Parallel and Distributed Computing, Applications and Technologies, PDCAT 2024
作者: Ma, Xiao Shen, Hong Lyu, Wenqi Ke, Wei Faculty of Applied Sciences Macao Polytechnic University China School of Engineering and Technology Central Queensland University Rockhampton Australia
Federated learning(FL), due to its distributed nature, is highly susceptible to malicious attacks. Although various Byzantine-robust FL methods exist, they often fail to maintain robustness in practical scenarios due ... 详细信息
来源: 评论
Center-Based Approximation of a Drifting Distribution  36
Center-Based Approximation of a Drifting Distribution
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36th international conference on Algorithmic learning Theory, ALT 2025
作者: Mazzetto, Alessio Ceccarello, Matteo Pietracaprina, Andrea Pucci, Geppino Upfal, Eliezer Brown University United States University of Padova Italy
We present a novel technique for computing a center-based approximation of a drifting distribution. Given k ≥ 1 and a stream of data, whose distribution is changing over time, the goal is to compute, at each step, th... 详细信息
来源: 评论
Weibo-FA: A Benchmark dataset for Fake Account Detection in Weibo Platform  25th
Weibo-FA: A Benchmark Dataset for Fake Account Detection in ...
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25th international conference on Web Information Systems engineering, WISE 2024
作者: Li, Zhiqi Fang, Weidong Zhang, Wuxiong Science and Technology on Microsystem Laboratory Shanghai Institute of Microsystem and Information Technology Chinese Academy of Sciences Shanghai201899 China School of Electronic Electrical and Communication Engineering University of Chinese Academy of Sciences Beijing100049 China Shanghai Research and Development Center for Micro-Nano Electronics Shanghai201210 China
Weibo is one of the top social media platforms in China, similar to X/Twitter. There are many fake accounts on Weibo who may have various negative impacts on the platform and community. However, most existing work on ... 详细信息
来源: 评论
Secure Resource Allocation via Constrained Deep Reinforcement learning  6th
Secure Resource Allocation via Constrained Deep Reinforceme...
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6th international conference on machine learning for Cyber Security, ML4CS 2024
作者: Sun, Jianfei Gao, Qiang Wu, Cong Li, Yuxian Wang, Jiacheng Niyato, Dusit School of Computing and Information Systems Singapore Management University Singapore188065 Singapore School of Computing and Artificial Intelligence Southwestern University of Finance and Economics Chengdu611130 China College of Computing and Data Science Nanyang Technological University Singapore639798 Singapore
The proliferation of Internet of Things (IoT) devices and the advent of 6G technologies have introduced computationally intensive tasks that often surpass the processing capabilities of user devices. Efficient and sec... 详细信息
来源: 评论
Embedding data in Bitcoin Transaction Values with Restricted Boltzmann machine  2nd
Embedding Data in Bitcoin Transaction Values with Restrict...
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2nd international conference on data Security and Privacy Protection, DSPP 2024
作者: An, Jiayi Tian, Haibo Guangdong Province Key Laboratory of Information Security Technology School of Computer Science and Engineering Sun Yat-Sen University Guangzhou China
Constructing covert channels on blockchains has recently become a significant research focus. A major challenge lies in embedding data into blockchain transactions, while maintaining strong concealment. This stud... 详细信息
来源: 评论
Refiner: Fine-grained Cross-modal Concepts Refinement for Compositional Zero-Shot learning
Refiner: Fine-grained Cross-modal Concepts Refinement for Co...
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2025 IEEE international conference on Acoustics, Speech, and Signal Processing, ICASSP 2025
作者: Zhang, Xiao Jing, Haodong Chen, Hui Ma, Yongqiang Zheng, Nanning National Key Laboratory of Human-Machine Hybrid Augmented Intelligence National Engineering Research Center for Visual Information and Applications Institute of Artificial Intelligence and Robotics Xi'an Jiaotong University Shaanxi China
Recent Compositional Zero-Shot learning (CZSL) methods increasingly adopt the pre-trained vision-language models to capture the contextual relations between image and text spaces. However, the single-class-token desig... 详细信息
来源: 评论
Towards Robust Policy: Enhancing Offline Reinforcement learning with Adversarial Attacks and Defenses  4th
Towards Robust Policy: Enhancing Offline Reinforcement Learn...
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4th international conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2024
作者: Nguyen, Thanh Luu, Tung M. Ton, Tri Yoo, Chang D. Daejeon Korea Republic of
Offline reinforcement learning (RL) addresses the challenge of expensive and high-risk data exploration inherent in RL by pre-training policies on vast amounts of offline data, enabling direct deployment or ... 详细信息
来源: 评论
Development Trends of Big data and Artificial Intelligence in Virtual Simulation Technology  14th
Development Trends of Big Data and Artificial Intelligence i...
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14th international conference on Frontier Computing, FC 2024
作者: Yang, Yidong Wang, Lanfeng Wei, Yuhua Guangzhou Huali Science and Technology Vocational College Guangzhou China
With the development of information technology, big data technology and artificial intelligence have become important directions for informationization in the world today. Big data technology can help people better pr... 详细信息
来源: 评论
Research on Two-Level Master Production Scheduling Based on Q learning  16th
Research on Two-Level Master Production Scheduling Based on ...
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16th international conference on Modelling, Identification and Control, ICMIC 2024
作者: Han, Zhonghua Hui, Yingmeng School of Electrical and Control Engineering Shenyang Jianzhu University Liaoning Shenyang110168 China
With the progress of industrialization of the food processing industry, related production control software has been rapidly applied in this industry, but the master production scheduling (MPS) software of other indus... 详细信息
来源: 评论
Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and machine learning
Real-Time Encrypted Traffic Classification in Programmable N...
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作者: Akem, Aristide Tanyi-Jong Fraysse, Guillaume Fiore, Marco Networks Data Science Group IMDEA Networks Institute Madrid Spain Department of Telematic Engineering Universidad Carlos III de Madrid Madrid Spain SMART Team Orange Innovation Networks Châtillon France
Network traffic encryption has been on the rise in recent years, making encrypted traffic classification (ETC) an important area of research. machine learning (ML) methods for ETC are widely regarded as the state of t... 详细信息
来源: 评论