トポロジー解析

Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs

Authors: Helen Jenne, Sinan G. Aksoy, Daniel Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine | Published: 2023-11-08
トポロジー解析
ハイパーグラフの特性
通信解析
2023.11.08 2025.05.12
Literature Database

Node-wise Hardware Trojan Detection Based on Graph Learning

Authors: Kento Hasegawa, Kazuki Yamashita, Seira Hidano, Kazuhide Fukushima, Kazuo Hashimoto, Nozomu Togawa | Published: 2021-12-04 | Updated: 2022-03-16
グラフ表現学習
トポロジー解析
マルウェア検出手法
2021.12.04 2025.05.13
Literature Database

On the Need for Topology-Aware Generative Models for Manifold-Based Defenses

Authors: Uyeong Jang, Susmit Jha, Somesh Jha | Published: 2019-09-07 | Updated: 2020-02-17
トポロジー解析
敵対的サンプル
機械学習
2019.09.07 2025.05.13
Literature Database

A Topology Layer for Machine Learning

Authors: Rickard Brüel-Gabrielsson, Bradley J. Nelson, Anjan Dwaraknath, Primoz Skraba, Leonidas J. Guibas, Gunnar Carlsson | Published: 2019-05-29 | Updated: 2020-04-24
トポロジー解析
フィルトレーション手法
正則化
2019.05.29 2025.05.13
Literature Database