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A Blessing of Dimensionality in Membership Inference through Regularization

Authors: Jasper Tan, Daniel LeJeune, Blake Mason, Hamid Javadi, Richard G. Baraniuk | Published: 2022-05-27 | Updated: 2023-04-14
Training Protocol
Privacy Assessment
Loss Term
2022.05.27 2025.05.28
Literature Database

Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence

Authors: Carles Domingo-Enrich, Youssef Mroueh | Published: 2022-05-27
Privacy Assessment
Framework
Watermark Evaluation
2022.05.27 2025.05.28
Literature Database

How to Peel a Million: Validating and Expanding Bitcoin Clusters

Authors: George Kappos, Haaroon Yousaf, Rainer Stütz, Sofia Rollet, Bernhard Haslhofer, Sarah Meiklejohn | Published: 2022-05-27
Data Management System
Transaction Profit and Performance
Transparency and Verification
2022.05.27 2025.05.28
Literature Database

Machine Learning-based Ransomware Detection Using Low-level Memory Access Patterns Obtained From Live-forensic Hypervisor

Authors: Manabu Hirano, Ryotaro Kobayashi | Published: 2022-05-27 | Updated: 2022-08-18
Cyber Threat
Data Management System
Malware Detection Method
2022.05.27 2025.05.28
Literature Database

R-HTDetector: Robust Hardware-Trojan Detection Based on Adversarial Training

Authors: Kento Hasegawa, Seira Hidano, Kohei Nozawa, Shinsaku Kiyomoto, Nozomu Togawa | Published: 2022-05-27
Security Assurance
Trojan Detection
Feature Extraction Method
2022.05.27 2025.05.28
Literature Database

Adversarial attacks and defenses in Speaker Recognition Systems: A survey

Authors: Jiahe Lan, Rui Zhang, Zheng Yan, Jie Wang, Yu Chen, Ronghui Hou | Published: 2022-05-27
Adversarial Example
Adversarial Attack Methods
Speech Recognition Process
2022.05.27 2025.05.28
Literature Database

A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs

Authors: Euijin Choo, Mohamed Nabeel, Ravindu De Silva, Ting Yu, Issa Khalil | Published: 2022-05-26
Network Threat Detection
Malware Detection Method
Malicious URL Analysis
2022.05.26 2025.05.28
Literature Database

Surprises in adversarially-trained linear regression

Authors: Antônio H. Ribeiro, Dave Zachariah, Thomas B. Schön | Published: 2022-05-25 | Updated: 2022-10-20
Bayesian Adversarial Learning
Robust Regression
Loss Term
2022.05.25 2025.05.28
Literature Database

Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning

Authors: Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, Jose Miguel-Alonso | Published: 2022-05-25 | Updated: 2022-10-06
Dataset evaluation
Malware Detection Method
Static Analysis
2022.05.25 2025.05.28
Literature Database

Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning

Authors: Yunhao Yang, Parham Gohari, Ufuk Topcu | Published: 2022-05-25
Privacy Technique
Privacy Assessment
Function Definition
2022.05.25 2025.05.28
Literature Database
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