2 citations · 3 across the 7 of their papers we have counts for
7 papers
Information Forensics and Security: A quarter-century-long journey
Mauro Barni, Patrizio Campisi, Edward J. Delp +7
Information Forensics and Security (IFS) is an active R&D area whose goal is to ensure that people use devices, data, and intellectual properties for authorized purposes and to fac…
Fair GANs through model rebalancing for extremely imbalanced class distributions
Anubhav Jain, Nasir Memon, Julian Togelius
Deep generative models require large amounts of training data. This often poses a problem as the collection of datasets can be expensive and difficult, in particular datasets that…
Identity-Preserving Aging of Face Images via Latent Diffusion Models
Sudipta Banerjee, Govind Mittal, Ameya Joshi +2
The performance of automated face recognition systems is inevitably impacted by the facial aging process. However, high quality datasets of individuals collected over several years…
Zero-shot racially balanced dataset generation using an existing biased StyleGAN2
Anubhav Jain, Nasir Memon, Julian Togelius
Facial recognition systems have made significant strides thanks to data-heavy deep learning models, but these models rely on large privacy-sensitive datasets. Further, many of thes…
A Dataless FaceSwap Detection Approach Using Synthetic Images
Anubhav Jain, Nasir Memon, Julian Togelius
Face swapping technology used to create "Deepfakes" has advanced significantly over the past few years and now enables us to create realistic facial manipulations. Current deep lea…
GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response
Govind Mittal, Chinmay Hegde, Nasir Memon
With the rise of AI-enabled Real-Time Deepfakes (RTDFs), the integrity of online video interactions has become a growing concern. RTDFs have now made it feasible to replace an impo…
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage
M Charity, Nasir Memon, Zehua Jiang +2
This work expands on previous advancements in genetic fingerprint spoofing via the DeepMasterPrints and introduces Diversity and Novelty MasterPrints. This system uses quality dive…