01 / Context
The question behind the work.
This research examined Android smartphone power consumption and battery behaviour under controlled malicious activity.
NYIT / Research assistant project
Android Battery Behaviour under Malicious Attacks
Investigating whether power behaviour can reveal malicious activity.
02 / Approach
How the project addresses it.
The portfolio describes evaluating online power estimates against measurements, building a baseline power model, then comparing battery signals and Linux kernel responses during controlled tests.
03 / Portfolio record
Contribution & scope.
Listed as an NYIT research assistant project. The source describes methodology but does not provide a dataset, quantitative evaluation or reproducible results.