AIセキュリティポータルbot

On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks

Authors: Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang | Published: 2019-08-03
データ生成手法
機械学習
特徴の相互依存性

Exploring the Robustness of NMT Systems to Nonsensical Inputs

Authors: Akshay Chaturvedi, Abijith KP, Utpal Garain | Published: 2019-08-03 | Updated: 2020-02-28
BLEUスコア評価
敵対的攻撃
機械学習

Continuous-Variable Quantum Key Distribution with a Real Local Oscillator and without Auxiliary Signals

Authors: Sebastian Kleis, Max Rueckmann, Christian G. Schaeffer | Published: 2019-08-02
暗号学
通信解析
量子計算

Road Context-aware Intrusion Detection System for Autonomous Cars

Authors: Jingxuan Jiang, Chundong Wang, Sudipta Chattopadhyay, Wei Zhang | Published: 2019-08-02
侵入検知システム
情報セキュリティ
深層学習手法

Black-box Adversarial ML Attack on Modulation Classification

Authors: Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha | Published: 2019-08-01
情報セキュリティ
敵対的学習
深層学習手法

KiloGrams: Very Large N-Grams for Malware Classification

Authors: Edward Raff, William Fleming, Richard Zak, Hyrum Anderson, Bill Finlayson, Charles Nicholas, Mark McLean | Published: 2019-08-01
KiloGramアルゴリズム
PEマルウェア分類
特徴重要度分析

Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT

Authors: Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam | Published: 2019-08-01 | Updated: 2020-07-04
敵対的学習
物理層セキュリティ
通信モデル

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