攻撃手法

Membership Inference Attacks via Adversarial Examples

Authors: Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier | Published: 2022-07-27 | Updated: 2022-11-23
メンバーシップ推論
攻撃手法
機械学習

Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception

Authors: Rui Duan, Zhe Qu, Shangqing Zhao, Leah Ding, Yao Liu, Zhuo Lu | Published: 2022-07-26
性能評価
攻撃手法
音声認識プロセス

Careful What You Wish For: on the Extraction of Adversarially Trained Models

Authors: Kacem Khaled, Gabriela Nicolescu, Felipe Gohring de Magalhães | Published: 2022-07-21
ポイズニング
攻撃手法
敵対的サンプル

Digital Twin-based Intrusion Detection for Industrial Control Systems

Authors: Seba Anna Varghese, Alireza Dehlaghi Ghadim, Ali Balador, Zahra Alimadadi, Panos Papadimitratos | Published: 2022-07-20
MLベースのIDS
フレームワーク
攻撃手法

DualCF: Efficient Model Extraction Attack from Counterfactual Explanations

Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
DFLに対する攻撃手法
クエリ生成手法
攻撃手法

l-Leaks: Membership Inference Attacks with Logits

Authors: Shuhao Li, Yajie Wang, Yuanzhang Li, Yu-an Tan | Published: 2022-05-13
パフォーマンス評価
メンバーシップ推論
攻撃手法

How to Combine Membership-Inference Attacks on Multiple Updated Models

Authors: Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu | Published: 2022-05-12
パフォーマンス評価
メンバーシップ推論
攻撃手法

Do You Think You Can Hold Me? The Real Challenge of Problem-Space Evasion Attacks

Authors: Harel Berger, Amit Dvir, Chen Hajaj, Rony Ronen | Published: 2022-05-09
マルウェア分類
攻撃手法
耐久性問題

A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection

Authors: Lincoln Best, Ernest Foo, Hui Tian | Published: 2022-05-09
攻撃手法
機械学習手法
温度条件

Private Eye: On the Limits of Textual Screen Peeking via Eyeglass Reflections in Video Conferencing

Authors: Yan Long, Chen Yan, Shilin Xiao, Shivan Prasad, Wenyuan Xu, Kevin Fu | Published: 2022-05-08 | Updated: 2023-01-16
プライバシー評価
ユーザー体験評価
攻撃手法