構造学習

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
モデル性能評価
構造学習

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
プライバシー保護手法
構造学習
計算複雑性

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
モデル選択
リンク予測手法
構造学習

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
ウォーターマーキング
データプライバシー評価
構造学習

Deep Learning for Secure Mobile Edge Computing

Authors: Yuanfang Chen, Yan Zhang, Sabita Maharjan | Published: 2017-09-23
マルウェア検出
動的分析フレームワーク
構造学習