Awesome Time Series Malware Detection Scientific Research 
- APT Attribution for Malware Based on Time Series Shapelets - Date Added to IEEE Xplore: 20 March 2023
- Time Series-Based Malware Detection Using Hardware Performance Counters - Date Added to IEEE Xplore: 14 February 2022
- Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach - Published: 17 October 2021
- StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features - Published: 07 September 2020
- An efficient neural network model for time series forecasting of malware - First published online July 20, 2018
- Android malware detection using multivariate time-series technique - Date Added to IEEE Xplore: 28 September 2015
- Malware detection in network traffic time series
- Detecting malware campaigns based on analysis of composite time series of telemetry data
- Analysis of time series data
You can access the datasets here.
You can access the Time Series based Anomaly Detection Scientific Research here.
You can access the my other awesome lists here
Contributions of any kind welcome, just follow the guidelines!