マルウェア検出

A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists

Authors: Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kaafar, Abdelberi Chaabane, Kanchana Thilakarathna | Published: 2019-04-24
データ収集手法
マルウェア検出
犯罪行為検出

Android Malicious Application Classification Using Clustering

Authors: Hemant Rathore, Sanjay K. Sahay, Palash Chaturvedi, Mohit Sewak | Published: 2019-04-21
データセット分析
マルウェア検出
機械学習アルゴリズム

Malware Evasion Attack and Defense

Authors: Yonghong Huang, Utkarsh Verma, Celeste Fralick, Gabriel Infante-Lopez, Brajesh Kumarz, Carl Woodward | Published: 2019-04-07 | Updated: 2019-04-16
マルウェア検出
敵対的サンプル
敵対的攻撃検出

Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions

Authors: Li Chen | Published: 2019-04-03
マルウェア検出
将来の研究
深層学習技術

Deep-Net: Deep Neural Network for Cyber Security Use Cases

Authors: Vinayakumar R, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman KP | Published: 2018-12-09
サイバー脅威
マルウェア検出
深層学習に基づくIDS

Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks

Authors: Amir Moradibaad, Ramin Jalilian Mashhoud | Published: 2018-12-07 | Updated: 2018-12-13
マルウェア検出
研究方法論
選択手法

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

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

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

A Preliminary Study On the Sustainability of Android Malware Detection

Authors: Haipeng Cai | Published: 2018-07-22 | Updated: 2018-08-03
マルウェア検出
モデル評価
行動解析手法