Structural Learning

Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification

Authors: Xinjie Lin, Gang Xiong, Gaopeng Gou, Wenqi Dong, Jing Yu, Zhen Li, Wei Xia | Published: 2025-05-27
トラフィック分類
Model Performance Evaluation
Structural Learning

VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values

Authors: Florian van Daalen, Lianne Ippel, Andre Dekker, Inigo Bermejo | Published: 2022-10-31 | Updated: 2024-05-21
Privacy Protection Method
Structural Learning
Computational Complexity

Ethereum Fraud Detection with Heterogeneous Graph Neural Networks

Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
Model Selection
Link Prediction Method
Structural Learning

InstaHide’s Sample Complexity When Mixing Two Private Images

Authors: Baihe Huang, Zhao Song, Runzhou Tao, Junze Yin, Ruizhe Zhang, Danyang Zhuo | Published: 2020-11-24 | Updated: 2024-02-06
Watermarking
Data Privacy Assessment
Structural Learning

Deep Learning for Secure Mobile Edge Computing

Authors: Yuanfang Chen, Yan Zhang, Sabita Maharjan | Published: 2017-09-23
Malware Detection
Dynamic Analysis Framework
Structural Learning