機械学習アルゴリズム

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

Universal Lipschitz Approximation in Bounded Depth Neural Networks

Authors: Jeremy E. J. Cohen, Todd Huster, Ra Cohen | Published: 2019-04-09
ロバスト性分析
多項式近似
機械学習アルゴリズム

A Compendium on Network and Host based Intrusion Detection Systems

Authors: Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman KP | Published: 2019-04-06
機械学習アルゴリズム
機械学習の応用
深層学習手法

Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks

Authors: Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis | Published: 2019-04-05 | Updated: 2020-10-15
敵対的攻撃
機械学習アルゴリズム
深層学習手法

Malware Detection using Machine Learning and Deep Learning

Authors: Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak | Published: 2019-04-04
機械学習アルゴリズム
機械学習の応用
深層学習手法

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Authors: Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant | Published: 2019-04-04
敵対的攻撃
機械学習アルゴリズム
機械学習の応用

Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices

Authors: Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon | Published: 2019-04-03
IoT特有の脅威
信号処理手法
機械学習アルゴリズム

Detection of LDDoS Attacks Based on TCP Connection Parameters

Authors: Michael Siracusano, Stavros Shiaeles, Bogdan Ghita | Published: 2019-03-12
DDoS攻撃
TCP接続特性
機械学習アルゴリズム

Improving SIEM for Critical SCADA Water Infrastructures Using Machine Learning

Authors: Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Xavier Bellekens | Published: 2019-03-06
センサー情報管理
データ依存性
機械学習アルゴリズム

Adversarial Perturbation Intensity Achieving Chosen Intra-Technique Transferability Level for Logistic Regression

Authors: Martin Gubri | Published: 2018-01-06
モデルの頑健性保証
敵対的攻撃手法
機械学習アルゴリズム