文献データベース

ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks

Authors: Mahdi Ahmadi, Alireza Norouzi, S. M. Reza Soroushmehr, Nader Karimi, Kayvan Najarian, Shadrokh Samavi, Ali Emami | Published: 2018-10-16 | Updated: 2018-12-11
ロバスト性向上手法
性能評価指標
敵対的学習

Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Authors: Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras | Published: 2018-10-16 | Updated: 2019-05-09
バックドアモデルの検知
ロバスト性向上手法
一般化の影響

Malware triage for early identification of Advanced Persistent Threat activities

Authors: Giuseppe Laurenza, Riccardo Lazzeretti, Luca Mazzotti | Published: 2018-10-16
マルウェア検出
性能評価指標
特徴選択手法

Security Matters: A Survey on Adversarial Machine Learning

Authors: Guofu Li, Pengjia Zhu, Jin Li, Zhemin Yang, Ning Cao, Zhiyi Chen | Published: 2018-10-16 | Updated: 2018-10-23
モデルの頑健性保証
敵対的学習
敵対的攻撃手法

Adaptive Fraud Detection System Using Dynamic Risk Features

Authors: Huiying Mao, Yung-wen Liu, Yuting Jia, Jay Nanduri | Published: 2018-10-10
FR検出メカニズム
オンライン学習
一般化の影響

The Adversarial Attack and Detection under the Fisher Information Metric

Authors: Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen | Published: 2018-10-09 | Updated: 2019-02-09
モデルの頑健性保証
敵対的学習
敵対的攻撃手法

Privacy-Preserving Multiparty Learning For Logistic Regression

Authors: Wei Du, Ang Li, Qinghua Li | Published: 2018-10-04
セキュアなロジスティック回帰
プライバシーリスク管理
差分プライバシー

Generating Labeled Flow Data from MAWILab Traces for Network Intrusion Detection

Authors: Jinoh Kim, Caitlin Sim, Jinhwan Choi | Published: 2018-10-03
データ生成
ログの異常検知
研究方法論

DeepImageSpam: Deep Learning based Image Spam Detection

Authors: Amara Dinesh Kumar, Vinayakumar R, Soman KP | Published: 2018-10-03
スパム分類モデル
敵対的サンプルの検知
研究方法論

Adversarial Examples – A Complete Characterisation of the Phenomenon

Authors: Alexandru Constantin Serban, Erik Poll, Joost Visser | Published: 2018-10-02 | Updated: 2019-02-17
ロバスト性向上手法
敵対的サンプル
敵対的攻撃手法