敵対的攻撃手法

Adversarial Perturbations Fool Deepfake Detectors

Authors: Apurva Gandhi, Shomik Jain | Published: 2020-03-24 | Updated: 2020-05-15
敵対的サンプル
敵対的攻撃手法
防御手法

Adversarial Transferability in Wearable Sensor Systems

Authors: Ramesh Kumar Sah, Hassan Ghasemzadeh | Published: 2020-03-17 | Updated: 2021-07-15
敵対的サンプル
敵対的攻撃手法
非同一データセット

Diversity can be Transferred: Output Diversification for White- and Black-box Attacks

Authors: Yusuke Tashiro, Yang Song, Stefano Ermon | Published: 2020-03-15 | Updated: 2020-10-30
ポイズニング
敵対的攻撃手法
脆弱性攻撃手法

A Survey of Adversarial Learning on Graphs

Authors: Liang Chen, Jintang Li, Jiaying Peng, Tao Xie, Zengxu Cao, Kun Xu, Xiangnan He, Zibin Zheng, Bingzhe Wu | Published: 2020-03-10 | Updated: 2022-04-05
ポイズニング
敵対的攻撃手法
防御手法

Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM

Authors: Rui Zhang, Quanyan Zhu | Published: 2020-03-08 | Updated: 2020-04-26
ゲーム理論
ポイズニング
敵対的攻撃手法

Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Authors: Victor Akinwande, Celia Cintas, Skyler Speakman, Srihari Sridharan | Published: 2020-02-13 | Updated: 2020-07-25
敵対的サンプルの脆弱性
敵対的攻撃手法
機械学習の応用

Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks

Authors: Roi Pony, Itay Naeh, Shie Mannor | Published: 2020-02-12 | Updated: 2021-06-04
動画分類
感謝の意
敵対的攻撃手法

Attack based DoS attack detection using multiple classifier

Authors: Mohamed Abushwereb, Muhannad Mustafa, Mouhammd Al-kasassbeh, Malik Qasaimeh | Published: 2020-01-16
DDoS攻撃検出
ネットワーク脅威検出
敵対的攻撃手法

Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning

Authors: Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov | Published: 2020-01-14
メンバーシップ推論
敵対的攻撃手法
統計的分析

Advbox: a toolbox to generate adversarial examples that fool neural networks

Authors: Dou Goodman, Hao Xin, Wang Yang, Wu Yuesheng, Xiong Junfeng, Zhang Huan | Published: 2020-01-13 | Updated: 2020-08-26
ポイズニング
敵対的サンプル
敵対的攻撃手法