Neil Fendley

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Inductive Inference

Subspace Analysis

Top Venues

ECCV Workshops (1)

USENIX Security Symposium

IACR Cryptol. ePrint Arch.

Publications

Yuchen Yang, Haolin Yuan, Bo Hui, Neil Zhenqiang Gong, Neil Fendley, Philippe Burlina, Yinzhi Cao
Fortifying Federated Learning against Membership Inference Attacks via Client-level Input Perturbation. DSN (2023)
Jonathan Prokos, Neil Fendley, Matthew Green, Roei Schuster, Eran Tromer, Tushar M. Jois, Yinzhi Cao
Squint Hard Enough: Attacking Perceptual Hashing with Adversarial Machine Learning. USENIX Security Symposium (2023)
Nathan Drenkow, Neil Fendley, Philippe Burlina
Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis. WACV (2022)
Neil Fendley, Cash Costello, Eric Q. Nguyen, Gino Perrotta, Corey Lowman
Continual Reinforcement Learning with TELLA. CoRR (2022)
Nathan Drenkow, Philippe Burlina, Neil Fendley, Onyekachi Odoemene, Jared Markowitz
Addressing Visual Search in Open and Closed Set Settings. CVPR Workshops (2021)
Jonathan Prokos, Tushar M. Jois, Neil Fendley, Roei Schuster, Matthew Green, Eran Tromer, Yinzhi Cao
Squint Hard Enough: Evaluating Perceptual Hashing with Machine Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Lee Stearns, Neil Fendley, Ashley J. Llorens
The Active Sensing Testbed. AAAI (2021)
Neil Fendley, Max Lennon, I-Jeng Wang, Philippe Burlina, Nathan Drenkow
Jacks of All Trades, Masters Of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks. CoRR (2020)
Nathan Drenkow, Neil Fendley, Philippe Burlina
Random Projections for Adversarial Attack Detection. CoRR (2020)
Kiran Karra, Chace Ashcraft, Neil Fendley
The TrojAI Software Framework: An OpenSource tool for Embedding Trojans into Deep Learning Models. CoRR (2020)
Nathan Drenkow, Philippe Burlina, Neil Fendley, Kachi Odoemene, Jared Markowitz
Objectness-Guided Open Set Visual Search and Closed Set Detection. CoRR (2020)
Neil Fendley, Max Lennon, I-Jeng Wang, Philippe Burlina, Nathan Drenkow
Jacks of All Trades, Masters of None: Addressing Distributional Shift and Obtrusiveness via Transparent Patch Attacks. ECCV Workshops (1) (2020)
Gordon A. Christie, Neil Fendley, James Wilson, Ryan Mukherjee
Functional Map of the World. CVPR (2018)
Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
Adversarial examples in remote sensing. SIGSPATIAL/GIS (2018)
Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
Adversarial Examples in Remote Sensing. CoRR (2018)
Gordon A. Christie, Neil Fendley, James Wilson, Ryan Mukherjee
Functional Map of the World. CoRR (2017)