Robust or Private? Adversarial Training Makes Models More Vulnerable to Privacy Attacks. - Felipe A. Mejia; Paul Gamble; Zigfried Hampel-Arias; Michael Lomnitz; Nina Lopatina; Lucas Tindall; Maria Alejandra Barrios (CoRR, 2019)

Reducing audio membership inference attack accuracy to chance: 4 defenses. - Michael Lomnitz; Nina Lopatina; Paul Gamble; Zigfried Hampel-Arias; Lucas Tindall; Felipe A. Mejia; Maria Alejandra Barrios (CoRR, 2019)

Deepfake Video Detection Based on Spatial, Spectral, and Temporal Inconsistencies Using Multimodal Deep Learning. - John K. Lewis; Imad Eddine Toubal; Helen Chen; Vishal Sandesera; Michael Lomnitz; Zigfried Hampel-Arias; Prasad Calyam; Kannappan Palaniappan (AIPR, 2020)

Multimodal Approach for DeepFake Detection. - Michael Lomnitz; Zigfried Hampel-Arias; Vishal Sandesara; Simon Hu (AIPR, 2020)

The VOiCES from a Distance Challenge 2019: Analysis of Speaker Verification Results and Remaining Challenges. - Mahesh Kumar Nandwana; Michael Lomnitz; Colleen Richey; Mitchell McLaren; Diego Castán; Luciana Ferrer; Aaron Lawson (Odyssey, 2020)

A general approach to bridge the reality-gap. - Michael Lomnitz; Zigfried Hampel-Arias; Nina Lopatina; Felipe A. Mejia (CoRR, 2020)

Real-time Hyper-Dimensional Reconfiguration at the Edge using Hardware Accelerators. - Indhumathi Kandaswamy; Saurabh Farkya; Zachary Daniels; Gooitzen van der Wal; Aswin Raghavan; Yuzheng Zhang; Jun Hu; Michael Lomnitz; Michael A. Isnardi; David C. Zhang; Michael R. Piacentino (CVPR Workshops, 2022)

Learning with Local Gradients at the Edge. - Michael Lomnitz; Zachary Daniels; David C. Zhang; Michael R. Piacentino (CoRR, 2022)

Learning with Local Gradients at the Edge. - Michael Lomnitz; Zachary Daniels; Saurabh Farkya; Michael A. Isnardi; David C. Zhang; Michael R. Piacentino (SMC, 2023)

Efficient Model Adaptation for Continual Learning at the Edge. - Zachary A. Daniels; Jun Hu; Michael Lomnitz; Phil Miller; Aswin Raghavan; Joe Zhang; Michael R. Piacentino; David C. Zhang (CoRR, 2023)

Tools Identification By On-Board Adaptation of Vision-and-Language Models. - Jun Hu; Phil Miller; Michael Lomnitz; Saurabh Farkya; Emre Yilmaz; Aswin Raghavan; David C. Zhang; Michael R. Piacentino (AAAI, 2024)