文献データベース

Optimal Attacks on Reinforcement Learning Policies

Authors: Alessio Russo, Alexandre Proutiere | Published: 2019-07-31
プライバシー保護技術
敵対的訓練
深層強化学習

Time Series Analysis of Big Data for Electricity Price and Demand to Find Cyber-Attacks part 2: Decomposition Analysis

Authors: Mohsen Rakhshandehroo, Mohammad Rajabdorri | Published: 2019-07-30
時系列分析
時間系列分析
統計的仮説検定

Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation

Authors: Xin Wang, Hideaki Ishii, Linkang Du, Peng Cheng, Jiming Chen | Published: 2019-07-30 | Updated: 2019-09-09
プライバシー保護メカニズム
プライバシー管理
正則化

Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation

Authors: Utku Ozbulak, Arnout Van Messem, Wesley De Neve | Published: 2019-07-30
医療画像分析
敵対的サンプル
敵対的訓練

Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding

Authors: Utku Ozbulak, Arnout Van Messem, Wesley De Neve | Published: 2019-07-30
攻撃の分類
敵対的サンプル
敵対的学習

Nonconvex Zeroth-Order Stochastic ADMM Methods with Lower Function Query Complexity

Authors: Feihu Huang, Shangqian Gao, Jian Pei, Heng Huang | Published: 2019-07-30 | Updated: 2023-12-11
SGDの特性
多目的最適化
損失関数

A Deep Learning Based Attack for The Chaos-based Image Encryption

Authors: Chen He, Kan Ming, Yongwei Wang, Z. Jane Wang | Published: 2019-07-29
データ保護手法
損失関数
暗号プロトコル

Are Odds Really Odd? Bypassing Statistical Detection of Adversarial Examples

Authors: Hossein Hosseini, Sreeram Kannan, Radha Poovendran | Published: 2019-07-28
攻撃の分類
敵対的サンプル
敵対的訓練

Fast Authentication and Progressive Authorization in Large-Scale IoT: How to Leverage AI for Security Enhancement?

Authors: He Fang, Angie Qi, Xianbin Wang | Published: 2019-07-28
セキュリティ分析
ユーザー認証システム
動的アクセス制御

Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-learning based Defense Framework

Authors: Trung V. Phan, T M Rayhan Gias, Syed Tasnimul Islam, Truong Thu Huong, Nguyen Huu Thanh, Thomas Bauschert | Published: 2019-07-27 | Updated: 2019-09-03
Q学習アルゴリズム
攻撃の分類
異常検出手法