性能評価指標

Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue

Authors: Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin | Published: 2018-10-19
マルウェア検出
性能評価指標
研究方法論

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks

Authors: Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami | Published: 2018-10-16 | Updated: 2018-12-11
ロバスト性向上手法
性能評価指標
敵対的学習

Malware triage for early identification of Advanced Persistent Threat activities

Authors: Giuseppe Laurenza, Riccardo Lazzeretti, Luca Mazzotti | Published: 2018-10-16
マルウェア検出
性能評価指標
特徴選択手法

Identification of Wearable Devices with Bluetooth

Authors: Hidayet Aksu, A. Selcuk Uluagac, Elizabeth S. Bentley | Published: 2018-09-27
IoTセキュリティ
IoTトラフィック特性
性能評価指標

Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection

Authors: Mohit Sewak, Sanjay K. Sahay, Hemant Rathore | Published: 2018-09-16
マルウェア検出
性能評価指標

Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks

Authors: Amara Dinesh Kumar | Published: 2018-05-11
データ前処理
性能評価指標
深層学習モデル

Classification of Epileptic EEG Signals by Wavelet based CFC

Authors: Amirmasoud Ahmadi, Mahsa Behroozi, Vahid Shalchyan, Mohammad Reza Daliri | Published: 2018-05-04
性能評価指標
時間系列分析
透かし技術の堅牢性

Two-Stream Neural Networks for Tampered Face Detection

Authors: Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis | Published: 2018-03-29
ディープフェイクの検知
性能評価指標
深層学習手法

Technical Report: When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks

Authors: Octavian Suciu, Radu Mărginean, Yiğitcan Kaya, Hal Daumé III, Tudor Dumitraş | Published: 2018-03-19 | Updated: 2019-03-08
性能評価指標
敵対的サンプル
敵対的学習

A Deep Belief Network Based Machine Learning System for Risky Host Detection

Authors: Wangyan Feng, Shuning Wu, Xiaodan Li, Kevin Kunkle | Published: 2017-12-29
リスク管理
性能評価指標
機械学習アルゴリズム