文献データベース

Deep Learning for Launching and Mitigating Wireless Jamming Attacks

Authors: Tugba Erpek, Yalin E. Sagduyu, Yi Shi | Published: 2018-07-03 | Updated: 2018-12-13
トレーニングデータ生成
敵対的攻撃
防御手法

Efficient ConvNets for Analog Arrays

Authors: Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch | Published: 2018-07-03
アルゴリズム
性能評価

Adversarial Robustness Toolbox v1.0.0

Authors: Maria-Irina Nicolae, Mathieu Sinn, Minh Ngoc Tran, Beat Buesser, Ambrish Rawat, Martin Wistuba, Valentina Zantedeschi, Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Ian M. Molloy, Ben Edwards | Published: 2018-07-03 | Updated: 2019-11-15
バックドア攻撃
攻撃の評価
敵対的学習

Stochastic Layer-Wise Precision in Deep Neural Networks

Authors: Griffin Lacey, Graham W. Taylor, Shawki Areibi | Published: 2018-07-03
アルゴリズム
性能評価
量子分類器

An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors

Authors: Joshua Allen, Bolin Ding, Janardhan Kulkarni, Harsha Nori, Olga Ohrimenko, Sergey Yekhanin | Published: 2018-07-02 | Updated: 2019-10-26
アルゴリズム
プライバシー保護技術
差分プライバシー

Adversarial Perturbations Against Real-Time Video Classification Systems

Authors: Shasha Li, Ajaya Neupane, Sujoy Paul, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Ananthram Swami | Published: 2018-07-02
Dual-Purpose Universal Perturbations
効果的な摂動手法
敵対的サンプル

Adversarial Examples in Deep Learning: Characterization and Divergence

Authors: Wenqi Wei, Ling Liu, Margaret Loper, Stacey Truex, Lei Yu, Mehmet Emre Gursoy, Yanzhao Wu | Published: 2018-06-29 | Updated: 2018-12-30
損失関数
攻撃の評価
敵対的学習

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