54 citations · 165 across the 25 of their papers we have counts for
25 papers
Recent Advancements In The Field Of Deepfake Detection
Natalie Krueger, Mounika Vanamala, Rushit Dave
A deepfake is a photo or video of a person whose image has been digitally altered or partially replaced with an image of someone else. Deepfakes have the potential to cause a varie…
Your Identity is Your Behavior -- Continuous User Authentication based on Machine Learning and Touch Dynamics
Brendan Pelto, Mounika Vanamala, Rushit Dave
The aim of this research paper is to look into the use of continuous authentication with mobile touch dynamics, using three different algorithms: Neural Network, Extreme Gradient B…
Hybrid Deepfake Detection Utilizing MLP and LSTM
Jacob Mallet, Natalie Krueger, Mounika Vanamala +1
The growing reliance of society on social media for authentic information has done nothing but increase over the past years. This has only raised the potential consequences of the…
Leveraging Deep Learning Approaches for Deepfake Detection: A Review
Aniruddha Tiwari, Rushit Dave, Mounika Vanamala
Conspicuous progression in the field of machine learning and deep learning have led the jump of highly realistic fake media, these media oftentimes referred as deepfakes. Deepfakes…
Machine Learning Based Approach to Recommend MITRE ATT&CK Framework for Software Requirements and Design Specifications
Nicholas Lasky, Benjamin Hallis, Mounika Vanamala +2
Engineering more secure software has become a critical challenge in the cyber world. It is very important to develop methodologies, techniques, and tools for developing secure soft…
Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM
Jacob mallet, Laura Pryor, Rushit Dave +1
Social media is currently being used by many individuals online as a major source of information. However, not all information shared online is true, even photos and videos can be…