文献データベース

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

Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks

Authors: Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj, Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan | Published: 2020-01-16
敵対的サンプル
敵対的学習
計算複雑性

A simple way to make neural networks robust against diverse image corruptions

Authors: Evgenia Rusak, Lukas Schott, Roland S. Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, Wieland Brendel | Published: 2020-01-16 | Updated: 2020-07-22
ロバスト性分析
収束性分析
敵対的学習

Attack based DoS attack detection using multiple classifier

Authors: Mohamed Abushwereb, Muhannad Mustafa, Mouhammd Al-kasassbeh, Malik Qasaimeh | Published: 2020-01-16
DDoS攻撃検出
ネットワーク脅威検出
敵対的攻撃手法

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Authors: Sizhe Chen, Zhengbao He, Chengjin Sun, Jie Yang, Xiaolin Huang | Published: 2020-01-16 | Updated: 2020-10-21
敵対的学習
敵対的攻撃検出
研究方法論

Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning

Authors: Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov | Published: 2020-01-14
メンバーシップ推論
敵対的攻撃手法
統計的分析

DeepQuarantine for Suspicious Mail

Authors: Nikita Benkovich, Roman Dedenok, Dmitry Golubev | Published: 2020-01-13
クラウドコンピューティング
スパム分類モデル
モデル通信