文献データベース

Tokenized Data Markets

Authors: Bharath Ramsundar, Roger Chen, Alok Vasudev, Rob Robbins, Artur Gorokh | Published: 2018-05-31
データ流分析
投票メカニズム
透かし評価

PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks

Authors: Jan Svoboda, Jonathan Masci, Federico Monti, Michael M. Bronstein, Leonidas Guibas | Published: 2018-05-31
トリガーの検知
敵対的サンプルの検知
深層学習手法

Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders

Authors: Partha Ghosh, Arpan Losalka, Michael J Black | Published: 2018-05-31 | Updated: 2018-12-10
モデルの頑健性保証
損失関数
敵対的サンプル

Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations

Authors: Taesung Lee, Benjamin Edwards, Ian Molloy, Dong Su | Published: 2018-05-31 | Updated: 2018-12-13
モデルの頑健性保証
モデル抽出攻撃の検知
透かし評価

Sequential Attacks on Agents for Long-Term Adversarial Goals

Authors: Edgar Tretschk, Seong Joon Oh, Mario Fritz | Published: 2018-05-31 | Updated: 2018-07-05
モデルの頑健性保証
強化学習
敵対的移転性

Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data

Authors: Puyudi Yang, Jianbo Chen, Cho-Jui Hsieh, Jane-Ling Wang, Michael I. Jordan | Published: 2018-05-31
敵対的移転性
特徴重要度分析
透かし評価

Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks

Authors: Kang Liu, Brendan Dolan-Gavitt, Siddharth Garg | Published: 2018-05-30
バックドアモデルの検知
攻撃手法
深層学習

ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio

Authors: Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2018-05-30
敵対的移転性
透かし評価

Android Malware Detection based on Factorization Machine

Authors: Chenglin Li, Keith Mills, Rui Zhu, Di Niu, Hongwen Zhang, Husam Kinawi | Published: 2018-05-30 | Updated: 2019-08-13
サイバーセキュリティ
特徴重要度分析
透かし評価

AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks

Authors: Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng | Published: 2018-05-30 | Updated: 2020-01-31
クエリ生成手法
敵対的サンプルの検知
透かし評価