Attack Method

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
Performance Evaluation
Attack Method
Speech Recognition Process

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
Poisoning
Attack Method
Adversarial Example

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-Based IDS
Framework
Attack Method

DualCF: Efficient Model Extraction Attack from Counterfactual Explanations

Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
Attack Methods against DFL
Query Generation Method
Attack Method

l-Leaks: Membership Inference Attacks with Logits

Authors: Shuhao Li, Yajie Wang, Yuanzhang Li, Yu-an Tan | Published: 2022-05-13
Performance Evaluation
Membership Inference
Attack Method

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
Performance Evaluation
Membership Inference
Attack Method

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
Malware Classification
Attack Method
Durability Issue

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

Authors: Lincoln Best, Ernest Foo, Hui Tian | Published: 2022-05-09
Attack Method
Machine Learning Method
Temperature Conditions

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
Privacy Assessment
User Experience Evaluation
Attack Method

Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection

Authors: Zeinab Zoghi, Gursel Serpen | Published: 2022-05-08
Performance Evaluation
Intrusion Detection System
Attack Method