文献データベース

Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning

Authors: Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau | Published: 2020-01-21 | Updated: 2020-02-16
敵対的攻撃検出
深層強化学習

HRFA: High-Resolution Feature-based Attack

Authors: Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang | Published: 2020-01-21 | Updated: 2020-10-22
敵対的サンプル
敵対的攻撃検出
生成的敵対ネットワーク

Secure and Robust Machine Learning for Healthcare: A Survey

Authors: Adnan Qayyum, Junaid Qadir, Muhammad Bilal, Ala Al-Fuqaha | Published: 2020-01-21
医療画像分析
敵対的サンプル
機械学習手法

An Intelligent and Time-Efficient DDoS Identification Framework for Real-Time Enterprise Networks SAD-F: Spark Based Anomaly Detection Framework

Authors: Awais Ahmed, Sufian Hameed, Muhammad Rafi, Qublai Khan Ali Mirza | Published: 2020-01-21 | Updated: 2020-02-14
DDoS攻撃検出
ネットワーク脅威検出
機械学習手法

Intelligent Methods for Accurately Detecting Phishing Websites

Authors: Almaha Abuzuraiq, Mouhammd Alkasassbeh, Mohammad Almseidin | Published: 2020-01-19
情報セキュリティ
機械学習アルゴリズム
特徴抽出手法

Pelican: A Deep Residual Network for Network Intrusion Detection

Authors: Peilun Wu, Hui Guo, Nour Moustafa | Published: 2020-01-19 | Updated: 2020-05-08
ネットワーク脅威検出
機械学習手法
深層強化学習

Ownership preserving AI Market Places using Blockchain

Authors: Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta | Published: 2020-01-18
クラウドコンピューティング
プライバシー保護技術
モデル通信

Detecting Network Anomalies using Rule-based machine learning within SNMP-MIB dataset

Authors: Abdalrahman Hwoij, Mouhammd Al-kasassbeh, Mustafa Al-Fayoumi | Published: 2020-01-18
DDoS攻撃検出
セキュリティ分析
機械学習技術

IPPO: A Privacy-Aware Architecture for Decentralized Data-sharing

Authors: Maurizio Aiello, Enrico Cambiaso, Roberto Canonico, Leonardo Maccari, Marco Mellia, Antonio Pescapè, Ivan Vaccari | Published: 2020-01-17
プライバシー保護技術
ユーザビリティ
機械学習手法

Cyber Attack Detection thanks to Machine Learning Algorithms

Authors: Antoine Delplace, Sheryl Hermoso, Kristofer Anandita | Published: 2020-01-17
機械学習手法
特徴エンジニアリング
統計的手法