特徴選択手法

Rethinking the Trigger-injecting Position in Graph Backdoor Attack

Authors: Jing Xu, Gorka Abad, Stjepan Picek | Published: 2023-04-05 | Updated: 2023-04-18
GNN
バックドア攻撃
特徴選択手法

Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis

Authors: Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare, Pranav Bhendawade | Published: 2023-04-03
データ収集
機械学習手法
特徴選択手法

A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis

Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15
性能評価指標
機械学習技術
特徴選択手法

A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

Authors: Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni | Published: 2022-12-08 | Updated: 2023-01-27
モデルの設計や精度
特徴選択手法
評価手法

Empowering Graph Representation Learning with Test-Time Graph Transformation

Authors: Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah | Published: 2022-10-07 | Updated: 2023-02-26
フレームワーク
モデル設計
特徴選択手法

Best Subset Selection with Efficient Primal-Dual Algorithm

Authors: Shaogang Ren, Guanhua Fang, Ping Li | Published: 2022-07-05
アルゴリズム設計
最適化問題
特徴選択手法

Machine Learning in Access Control: A Taxonomy and Survey

Authors: Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu | Published: 2022-07-04
動的アクセス制御
機械学習の応用
特徴選択手法

Threat Detection for General Social Engineering Attack Using Machine Learning Techniques

Authors: Zuoguang Wang, Yimo Ren, Hongsong Zhu, Limin Sun | Published: 2022-03-15 | Updated: 2022-03-17
データセット評価
性能評価指標
特徴選択手法

RAIDER: Reinforcement-aided Spear Phishing Detector

Authors: Keelan Evans, Alsharif Abuadbba, Tingmin Wu, Kristen Moore, Mohiuddin Ahmed, Ganna Pogrebna, Surya Nepal, Mike Johnstone | Published: 2021-05-17 | Updated: 2023-01-03
フィッシング攻撃
深層強化学習
特徴選択手法

Detecting Security Fixes in Open-Source Repositories using Static Code Analyzers

Authors: Therese Fehrer, Rocío Cabrera Lozoya, Antonino Sabetta, Dario Di Nucci, Damian A. Tamburri | Published: 2021-05-07
コード変更分析
特徴選択手法
脆弱性分析