文献データベース

Wavelet Selection and Employment for Side-Channel Disassembly

Authors: Random Gwinn, Mark A. Matties, Aviel D. Rubin | Published: 2021-07-25
ウォーターマーキング
時間周波数解析
評価指標

Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them

Authors: Florian Tramèr | Published: 2021-07-24 | Updated: 2022-06-16
機械学習の役割
防御メカニズム
難易度の高いサンプル

Dynamic detection of mobile malware using smartphone data and machine learning

Authors: J. S. Panman de Wit, J. van der Ham, D. Bucur | Published: 2021-07-23
マルウェア分類
機械学習の役割
評価手法

Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning

Authors: Yi Shi, Yalin E. Sagduyu | Published: 2021-07-22
プロアクティブ防御
メンバーシップ推論
防御メカニズム

Unsupervised Detection of Adversarial Examples with Model Explanations

Authors: Gihyuk Ko, Gyumin Lim | Published: 2021-07-22
メンバーシップ推論
攻撃タイプ
敵対的サンプル

Generative Models for Security: Attacks, Defenses, and Opportunities

Authors: Luke A. Bauer, Vincent Bindschaedler | Published: 2021-07-21 | Updated: 2021-07-29
ポイズニング
攻撃手法
生成モデル

Secure Random Sampling in Differential Privacy

Authors: Naoise Holohan, Stefano Braghin | Published: 2021-07-21 | Updated: 2021-11-24
サンプリング手法
攻撃手法
浮動小数点数の概要

On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms

Authors: Shuyu Cheng, Guoqiang Wu, Jun Zhu | Published: 2021-07-21 | Updated: 2021-11-07
フレームワーク
最適化手法
統計的手法

Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production

Authors: Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi | Published: 2021-07-20 | Updated: 2021-11-04
データ管理システム
不正取引
機械学習

Machine Learning Enhanced Blockchain Consensus with Transaction Prioritization for Smart Cities

Authors: S. Valli Sanghami, John J. Lee, Qin Hu | Published: 2021-07-20
トランザクション優先順位付け
ブロックチェーン技術
信頼性スコアリング