Zobrazeno 1 - 10
of 1 502
pro vyhledávání: '"Lu Zhigang"'
Autor:
Cui, Susu, Han, Xueying, Han, Dongqi, Wang, Zhiliang, Wang, Weihang, Li, Yun, Jiang, Bo, Liu, Baoxu, Lu, Zhigang
Encrypted traffic classification plays a critical role in network security and management. Currently, mining deep patterns from side-channel contents and plaintext fields through neural networks is a major solution. However, existing methods have two
Externí odkaz:
http://arxiv.org/abs/2408.14122
Near-Optimal Algorithms for Constrained k-Center Clustering with Instance-level Background Knowledge
Center-based clustering has attracted significant research interest from both theory and practice. In many practical applications, input data often contain background knowledge that can be used to improve clustering results. In this work, we build on
Externí odkaz:
http://arxiv.org/abs/2401.12533
Two parties wish to collaborate on their datasets. However, before they reveal their datasets to each other, the parties want to have the guarantee that the collaboration would be fruitful. We look at this problem from the point of view of machine le
Externí odkaz:
http://arxiv.org/abs/2310.02563
Deploying Machine Learning as a Service gives rise to model plagiarism, leading to copyright infringement. Ownership testing techniques are designed to identify model fingerprints for verifying plagiarism. However, previous works often rely on overfi
Externí odkaz:
http://arxiv.org/abs/2310.10656
Machine learning and neural networks have become increasingly popular solutions for encrypted malware traffic detection. They mine and learn complex traffic patterns, enabling detection by fitting boundaries between malware traffic and benign traffic
Externí odkaz:
http://arxiv.org/abs/2307.09002
Differential privacy (DP) has been applied in deep learning for preserving privacy of the underlying training sets. Existing DP practice falls into three categories - objective perturbation, gradient perturbation and output perturbation. They suffer
Externí odkaz:
http://arxiv.org/abs/2204.01049
Autor:
Lu, Zhigang, Kong, Xuehua
Publikováno v:
Kybernetes, 2022, Vol. 52, Issue 10, pp. 3878-3903.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/K-12-2021-1318
Autor:
Li, Xinni, Kang, Sang, Lu, Zhigang, Liu, Yuting, Danzengquyang, Xiao, Huoyuan, Ma, Wenkun, Pan, Jingwei
Publikováno v:
In European Journal of Radiology September 2024 178
Publikováno v:
In Sustainable Energy, Grids and Networks September 2024 39
Autor:
Lu, Zhigang, Yu, Jinxiao
Publikováno v:
In Computers & Industrial Engineering August 2024 194