Time Window Analysis

IoT Firmware Version Identification Using Transfer Learning with Twin Neural Networks

Authors: Ashley Andrews, George Oikonomou, Simon Armour, Paul Thomas, Thomas Cattermole | Published: 2025-01-10
IoT Device Identification
Firmware Version Identification
Time Window Analysis

Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning

Authors: William Marfo, Pablo Moriano, Deepak K. Tosh, Shirley V. Moore | Published: 2024-08-10
Attack Method
Time Window Analysis
Vehicle Network Security

Real-time Traffic Classification for 5G NSA Encrypted Data Flows With Physical Channel Records

Authors: Xiao Fei, Philippe Martins, Jialiang Lu | Published: 2023-07-15
Dataset Generation
Time Window Analysis
Machine Learning Method

Cyber Key Terrain Identification Using Adjusted PageRank Centrality

Authors: Lukáš Sadlek, Pavel Čeleda | Published: 2023-06-19 | Updated: 2024-04-24
Algorithm
Time Window Analysis
Computational Efficiency

Word Embedding Techniques for Malware Evolution Detection

Authors: Sunhera Paul, Mark Stamp | Published: 2021-03-07
PE Malware Classification
Time Window Analysis
Evolutionary Score Calculation

Automatic Model Monitoring for Data Streams

Authors: Fábio Pinto, Marco O. P. Sampaio, Pedro Bizarro | Published: 2019-08-12
Online Learning
Time Window Analysis
Automated Model Monitoring