13 citations · 23 across the 3 of their papers we have counts for
4 papers
MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment
Pratikkumar Prajapati, Chris Pollett
DeepFakes are synthetic videos generated by swapping a face of an original image with the face of somebody else. In this paper, we describe our work to develop general, deep learni…
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification
Pratikkumar Prajapati, Mark Stamp
In this paper, we consider malware classification using deep learning techniques and image-based features. We employ a wide variety of deep learning techniques, including multilaye…
Predictive analysis of Bitcoin price considering social sentiments
Pratikkumar Prajapati
We report on the use of sentiment analysis on news and social media to analyze and predict the price of Bitcoin. Bitcoin is the leading cryptocurrency and has the highest market ca…
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…