475 citations · 510 across the 30 of their papers we have counts for
6 papers · 1 filter
AGRO: An Autonomous AI Rover for Precision Agriculture
Simar Ghumman, Fabio Di Troia, William Andreopoulos +2
Unmanned Ground Vehicles (UGVs) are emerging as a crucial tool in the world of precision agriculture. The combination of UGVs with machine learning allows us to find solutions for…
Clickbait Detection in YouTube Videos
Ruchira Gothankar, Fabio Di Troia, Mark Stamp
YouTube videos often include captivating descriptions and intriguing thumbnails designed to increase the number of views, and thereby increase the revenue for the person who posted…
Machine Learning-Based Analysis of Free-Text Keystroke Dynamics
Han-Chih Chang, Jianwei Li, Mark Stamp
The development of active and passive biometric authentication and identification technology plays an increasingly important role in cybersecurity. Keystroke dynamics can be used t…
Free-Text Keystroke Dynamics for User Authentication
Jianwei Li, Han-Chih Chang, Mark Stamp
In this research, we consider the problem of verifying user identity based on keystroke dynamics obtained from free-text. We employ a novel feature engineering method that generate…
Machine Learning and Deep Learning for Fixed-Text Keystroke Dynamics
Han-Chih Chang, Jianwei Li, Ching-Seh Wu +1
Keystroke dynamics can be used to analyze the way that users type by measuring various aspects of keyboard input. Previous work has demonstrated the feasibility of user authenticat…
Transfer Learning for Image-Based Malware Classification
Niket Bhodia, Pratikkumar Prajapati, Fabio Di Troia +1
In this paper, we consider the problem of malware detection and classification based on image analysis. We convert executable files to images and apply image recognition using deep…