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
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
Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study
Authors: Zihao Wang, Kar-Wai Fok, Vrizlynn L. L. Thing | Published: 2022-03-17
PUMA: Performance Unchanged Model Augmentation for Training Data Removal
Authors: Ga Wu, Masoud Hashemi, Christopher Srinivasa | Published: 2022-03-02
Statistical Feature-based Personal Information Detection in Mobile Network Traffic
Authors: Shuang Zhao, Shuhui Chen, Ziling Wei | Published: 2021-12-23
Distributed Machine Learning and the Semblance of Trust
Authors: Dmitrii Usynin, Alexander Ziller, Daniel Rueckert, Jonathan Passerat-Palmbach, Georgios Kaissis | Published: 2021-12-21
A tool to support the investigation and visualization of cyber and/or physical incidents
Authors: Inês Macedo, Sinan Wanous, Nuno Oliveira, Orlando Sousa, Isabel Praça | Published: 2021-12-02
Autoencoder-based Anomaly Detection in Smart Farming Ecosystem
Authors: Mary Adkisson, Jeffrey C Kimmel, Maanak Gupta, Mahmoud Abdelsalam | Published: 2021-10-29
A ground-truth dataset of real security patches
Authors: Sofia Reis, Rui Abreu | Published: 2021-10-18
AI Total: Analyzing Security ML Models with Imperfect Data in Production
Authors: Awalin Sopan, Konstantin Berlin | Published: 2021-10-13