文献データベース

Adversarial Reprogramming of Neural Networks

Authors: Gamaleldin F. Elsayed, Ian Goodfellow, Jascha Sohl-Dickstein | Published: 2018-06-28 | Updated: 2018-11-29
モデルの頑健性保証
敵対的サンプル
透かし

Towards Demystifying Membership Inference Attacks

Authors: Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei | Published: 2018-06-28 | Updated: 2019-02-01
メンバーシップ推論
攻撃シナリオ分析
敵対的学習

PIDS – A Behavioral Framework for Analysis and Detection of Network Printer Attacks

Authors: Asaf Hecht, Adi Sagi, Yuval Elovici | Published: 2018-06-27
FDI攻撃検出手法
データ流分析
プリンタセキュリティ

Adversarial Distillation of Bayesian Neural Network Posteriors

Authors: Kuan-Chieh Wang, Paul Vicol, James Lucas, Li Gu, Roger Grosse, Richard Zemel | Published: 2018-06-27
モデルの頑健性保証
敵対的サンプル
深層学習技術

Detection based Defense against Adversarial Examples from the Steganalysis Point of View

Authors: Jiayang Liu, Weiming Zhang, Yiwei Zhang, Dongdong Hou, Yujia Liu, Hongyue Zha, Nenghai Yu | Published: 2018-06-21 | Updated: 2018-12-24
サイバーセキュリティ
敵対的サンプルの検知
敵対的訓練

Gradient Adversarial Training of Neural Networks

Authors: Ayan Sinha, Zhao Chen, Vijay Badrinarayanan, Andrew Rabinovich | Published: 2018-06-21
堅牢性向上手法
敵対的学習
敵対的訓練

Built-in Vulnerabilities to Imperceptible Adversarial Perturbations

Authors: Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin | Published: 2018-06-19 | Updated: 2019-05-07
モデルの頑健性保証
敵対的学習
敵対的訓練

Effect of Hyper-Parameter Optimization on the Deep Learning Model Proposed for Distributed Attack Detection in Internet of Things Environment

Authors: Md Mohaimenuzzaman, Zahraa Said Abdallah, Joarder Kamruzzaman, Bala Srinivasan | Published: 2018-06-19
サイバーセキュリティ
深層学習技術

Privacy Preserving Analytics on Distributed Medical Data

Authors: Marina Blanton, Ah Reum Kang, Subhadeep Karan, Jaroslaw Zola | Published: 2018-06-18
データ前処理
プライバシー保護手法
差分プライバシー

Image classification and retrieval with random depthwise signed convolutional neural networks

Authors: Yunzhe Xue, Usman Roshan | Published: 2018-06-15 | Updated: 2019-03-15
深層学習技術
画像分類手法