Data Collection

Every Byte Matters: Traffic Analysis of Bluetooth Wearable Devices

Authors: Ludovic Barman, Alexandre Dumur, Apostolos Pyrgelis, Jean-Pierre Hubaux | Published: 2021-05-24
Data Collection
User Behavior Analysis
Classification Pattern Analysis
2021.05.24 2025.05.28
Literature Database

Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection

Authors: Haihua Chen, Ngan Tran, Anand Sagar Thumati, Jay Bhuyan, Junhua Ding | Published: 2021-05-20
ML-Based IDS
Data Preprocessing
Data Collection
2021.05.20 2025.05.28
Literature Database

Darknet Data Mining — A Canadian Cyber-crime Perspective

Authors: Edward Crowder, Jay Lansiquot | Published: 2021-05-18
Darknet Traffic Analysis
Data Collection
Risk Management
2021.05.18 2025.05.28
Literature Database

Learner-Private Convex Optimization

Authors: Jiaming Xu, Kuang Xu, Dana Yang | Published: 2021-02-23 | Updated: 2021-10-23
Data Collection
Data Generation
Bayesian Classification
2021.02.23 2025.05.28
Literature Database

IoTDevID: A Behavior-Based Device Identification Method for the IoT

Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2021-02-17 | Updated: 2022-07-19
Dataset evaluation
Data Collection
Model Performance Evaluation
2021.02.17 2025.05.28
Literature Database

Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey

Authors: Yuantian Miao, Chao Chen, Lei Pan, Qing-Long Han, Jun Zhang, Yang Xiang | Published: 2021-02-16 | Updated: 2021-11-15
Data Protection Method
Data Collection
User Activity Analysis
2021.02.16 2025.05.28
Literature Database

MalNet: A Large-Scale Image Database of Malicious Software

Authors: Scott Freitas, Rahul Duggal, Duen Horng Chau | Published: 2021-01-31 | Updated: 2022-09-04
Data Collection
Malware Detection Method
Deep Transfer Learning
2021.01.31 2025.05.28
Literature Database

Cyber-Attack Consequence Prediction

Authors: Prerit Datta, Natalie Lodinger, Akbar Siami Namin, Keith S. Jones | Published: 2020-12-01 | Updated: 2020-12-02
Data Collection
Feature Extraction Method
Vulnerability detection
2020.12.01 2025.05.28
Literature Database

Profile Matching Across Online Social Networks

Authors: Anisa Halimi, Erman Ayday | Published: 2020-08-20
Data Collection
Profile Matching
Machine Learning Algorithm
2020.08.20 2025.05.28
Literature Database

Cascading Machine Learning to Attack Bitcoin Anonymity

Authors: Francesco Zola, Maria Eguimendia, Jan Lukas Bruse, Raul Orduna Urrutia | Published: 2019-10-15
Data Collection
Privacy Classification
Machine Learning Algorithm
2019.10.15 2025.05.28
Literature Database
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