文献データベース

Adversarial Vision Challenge

Authors: Wieland Brendel, Jonas Rauber, Alexey Kurakin, Nicolas Papernot, Behar Veliqi, Marcel Salathé, Sharada P. Mohanty, Matthias Bethge | Published: 2018-08-06 | Updated: 2018-12-06
モデルの頑健性保証
敵対的学習
敵対的攻撃

OptStream: Releasing Time Series Privately

Authors: Ferdinando Fioretto, Pascal Van Hentenryck | Published: 2018-08-06 | Updated: 2018-10-30
プライバシー設計原則
差分プライバシー
時間系列分析

Structured Adversarial Attack: Towards General Implementation and Better Interpretability

Authors: Kaidi Xu, Sijia Liu, Pu Zhao, Pin-Yu Chen, Huan Zhang, Quanfu Fan, Deniz Erdogmus, Yanzhi Wang, Xue Lin | Published: 2018-08-05 | Updated: 2019-02-19
モデルの頑健性保証
敵対的攻撃
解釈手法

ATMPA: Attacking Machine Learning-based Malware Visualization Detection Methods via Adversarial Examples

Authors: Xinbo Liu, Jiliang Zhang, Yaping Lin, He Li | Published: 2018-08-05 | Updated: 2019-12-30
モデルの頑健性保証
モデル抽出攻撃
敵対的攻撃

Active Learning for Wireless IoT Intrusion Detection

Authors: Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang | Published: 2018-08-04
クエリ生成手法
侵入検知システム
学習の改善

DeepCloak: Adversarial Crafting As a Defensive Measure to Cloak Processes

Authors: Mehmet Sinan Inci, Thomas Eisenbarth, Berk Sunar | Published: 2018-08-03 | Updated: 2020-04-23
モデルの頑健性保証
敵対的サンプル
敵対的攻撃

Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
API calls
マルウェア分類のためのデータセット
機械学習手法

Cyber Threat Intelligence : Challenges and Opportunities

Authors: Mauro Conti, Ali Dehghantanha, Tooska Dargahi | Published: 2018-08-03
サイバー脅威インテリジェンス
マルウェア分類
人工知能の役割

Dynamic Multi-level Privilege Control in Behavior-based Implicit Authentication Systems Leveraging Mobile Devices

Authors: Yingyuan Yang, Xueli Huang, Yanhui Guo, Jinyuan Stella Sun | Published: 2018-08-02 | Updated: 2021-04-15
クラスマッピング手法
プロファイルマッチング
モデルの設計や精度

MLCapsule: Guarded Offline Deployment of Machine Learning as a Service

Authors: Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Max Augustin, Michael Backes, Mario Fritz | Published: 2018-08-01 | Updated: 2019-02-06
メンバーシップ推論
モデル抽出攻撃
モデル評価