Publications
Selected research across synthetic media detection, platform integrity, anomaly detection, sequence modeling, and dark matter physics. For the full record (>30 papers, >10k citations), see Google Scholar.
Selected Publications
2024
Finding AI-Generated Faces in the Wild
G.J. Aniano Porcile, J. Gindi, S. Mundra, J.R. Verbus, H. Farid
CVPR Workshop on Media Forensics
Paper ·
arXiv:2311.08577
2023
Exposing GAN-Generated Profile Photos from Compact Embeddings
S. Mundra, G.J. Aniano Porcile, S. Marvaniya, J.R. Verbus, H. Farid
CVPR Workshop on Media Forensics
Paper
2023
Integrity 2023: Integrity in Social Networks and Media
L. Garcia-Pueyo, P. Tsaparas, P. Senthil Kumar, T. Sellis, P. Papotti, S. Adali, G. Manco, T. Trufinescu, G. Ranade, J.R. Verbus, M.N. Tek, A. McCosker
ACM International Conference on Web Search and Data Mining (WSDM)
Paper
2017
Proposed low-energy absolute calibration of nuclear recoils in a dual-phase noble element TPC using D-D neutron scattering kinematics
J.R. Verbus, C.A. Rhyne, D.C. Malling, et al.
Nuclear Instruments and Methods A
arXiv:1608.05309
2016
Low-energy (0.7-74 keV) nuclear recoil calibration of the LUX dark matter experiment using D-D neutron scattering kinematics
LUX Collaboration (Corresponding Author: J.R. Verbus)
arXiv:1608.05381
Ph.D. Thesis
2016
An Absolute Calibration of Sub-1 keV Nuclear Recoils in Liquid Xenon Using D-D Neutron Scattering Kinematics in the LUX Detector
J.R. Verbus
Ph.D. Thesis, Brown University
Brown Digital Repository
2016
Ph.D. Thesis Defense Slides
Brown University Physics Ph.D. defense presentation
Patents
2025
Identifying Coordinated Malicious Activities Using Sequences of Requests
E. Shaabani, J.R. Verbus, T. Chen
US Patent 12,500,923
Patent
2024
Deep Learning Using Activity Graph to Detect Abusive User Activity in Online Networks
Y. Wu, M. Boujelbene, J.R. Verbus, J.P. Chang, B. Wang, T. Chen
US Patent 11,991,197
Patent
2024
Deep Learning to Detect Abusive Sequences of User Activity in Online Network
J.R. Verbus, B. Wang
US Patent 11,936,682
Patent
Posters
2024
Finding AI-Generated Faces in the Wild (Poster)
CVPR Workshop on Media Forensics
2023
Exposing GAN-Generated Profile Photos from Compact Embeddings (Poster)
CVPR Workshop on Media Forensics
LinkedIn Engineering
LinkedIn Pulse · 2024
Announcing ONNX Support in LinkedIn's Open Source Isolation Forest
Overview of ONNX export support and expanded deployment options for isolation-forest.
LinkedIn Engineering · 2024
Finding AI-Generated (Deepfake) Faces in the Wild
Engineering write-up on detecting AI-generated profile images, including key research findings.
LinkedIn Engineering · 2023
New Approaches for Detecting AI-Generated Profile Photos
Approaches for identifying synthetic profile photos at production scale.
LinkedIn Engineering · 2021
Using Deep Learning to Detect Abusive Sequences of Member Activity
Sequence-modeling approach for detecting abusive activity patterns on the platform.
LinkedIn Engineering · 2019
Open Sourcing Isolation Forest
Motivation and architecture for LinkedIn's open-source Spark/Scala isolation-forest implementation.