文献データベース

Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors

Authors: Andrew Ilyas, Logan Engstrom, Aleksander Madry | Published: 2018-07-20 | Updated: 2019-03-28
モデル評価
敵対的攻撃

Machine Learning Attack and Defense on Voltage Over-scaling-based Lightweight Authentication

Authors: Jiliang Zhang, Haihan Su | Published: 2018-07-20 | Updated: 2018-10-18
モデルの設計や精度
敵対的攻撃
機械学習

Emulating malware authors for proactive protection using GANs over a distributed image visualization of dynamic file behavior

Authors: Vineeth S. Bhaskara, Debanjan Bhattacharyya | Published: 2018-07-19 | Updated: 2018-07-30
マルウェア分類
特徴抽出手法
行動解析手法

Sequence to Logic with Copy and Cache

Authors: Javid Dadashkarimi, Sekhar Tatikonda | Published: 2018-07-19
モデルの設計や精度
モデル評価
ロバスト性に関する評価

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding

Authors: Tong Chen, Wenjia Niu, Yingxiao Xiang, Xiaoxuan Bai, Jiqiang Liu, Zhen Han, Gang Li | Published: 2018-07-18
ポイズニング
敵対的学習
敵対的攻撃

Motivating the Rules of the Game for Adversarial Example Research

Authors: Justin Gilmer, Ryan P. Adams, Ian Goodfellow, David Andersen, George E. Dahl | Published: 2018-07-18 | Updated: 2018-07-20
モデルの頑健性保証
敵対的サンプル
敵対的攻撃

Efficient Deep Learning on Multi-Source Private Data

Authors: Nick Hynes, Raymond Cheng, Dawn Song | Published: 2018-07-17
プライバシー保護機械学習
差分プライバシー
深層学習

Online Robust Policy Learning in the Presence of Unknown Adversaries

Authors: Aaron J. Havens, Zhanhong Jiang, Soumik Sarkar | Published: 2018-07-16
ポリシーエンジニアリング
ロバスト性に関する評価
敵対的攻撃

Machine Learning with Membership Privacy using Adversarial Regularization

Authors: Milad Nasr, Reza Shokri, Amir Houmansadr | Published: 2018-07-16
プライバシー漏洩
プライバシー評価
メンバーシップ推論

Time Series Deinterleaving of DNS Traffic

Authors: Amir Asiaee, Hardik Goel, Shalini Ghosh, Vinod Yegneswaran, Arindam Banerjee | Published: 2018-07-16
マルコフモデル
時系列分析
状態遷移モデル