検出手法の分析

Empirical study of Machine Learning Classifier Evaluation Metrics behavior in Massively Imbalanced and Noisy data

Authors: Gayan K. Kulatilleke, Sugandika Samarakoon | Published: 2022-08-25
不正取引
検出手法の分析
機械学習

Applying Machine Learning on RSRP-based Features for False Base Station Detection

Authors: Prajwol Kumar Nakarmi, Jakob Sternby, Ikram Ullah | Published: 2022-07-22
モデル性能評価
検出手法の分析
通信解析

Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap

Authors: Nicolas Tempelmeier, Elena Demidova | Published: 2022-03-21
トレーニングデータ生成
検出手法の分析
機械学習

Maximum Mean Discrepancy Test is Aware of Adversarial Attacks

Authors: Ruize Gao, Feng Liu, Jingfeng Zhang, Bo Han, Tongliang Liu, Gang Niu, Masashi Sugiyama | Published: 2020-10-22 | Updated: 2021-07-11
敵対的サンプルの脆弱性
検出手法の分析
統計的手法

A Review of Computer Vision Methods in Network Security

Authors: Jiawei Zhao, Rahat Masood, Suranga Seneviratne | Published: 2020-05-07
マルウェア分類
検出手法の分析
特徴抽出手法

Survey of Machine Learning Techniques for Malware Analysis

Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26
マルウェア検出手法
動的分析
検出手法の分析