Publications
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling [ paper ]
Avery Ma, Yangchen Pan, Amir-massoud Farahmand
In International Conference on Machine Learning (spotlight), 2025
A Survey on Transferability of Adversarial Examples across Deep Neural Networks [ paper ]
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqain Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr
In Transactions on Machine Learning Research
Improving Hierarchical Adversarial Robustness of Deep Neural Networks [ paper ]
Avery Ma, Aladin Virmaux, Kevin Scaman, Juwei Lu
Preprint, 2021
SOAR: Second-Order Adversarial Regularization [ paper ]
Avery Ma, Fartash Faghri, Nicolas Papernot, Amir-massoud Farahmand
Preprint, 2020
Patents
SAGE: Saliency-Guided Mixup with Optimal Re-arrangements for Efficient Data Augmentation
Avery Ma, Nikita Dvornik, Ran Zhang, Konstantinos Derpanis, Afsaneh Fazly
Patent Pending: [ US20240144652A1 B1 ]
Real-time spatial-based resolution enhancement using shifted superposition
Avery Ma, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul Fieguth
Patent No.: [ 10009587 B1 ]
Thesis
Computational Depth from Defocus via Active Quasi-random Pattern Projections [ pdf ]
Avery Ma
University of Waterloo MASc Thesis
Projects
RideOn - All Terrain Personal Transportation Device [ video ]
Avery Ma, Jonathan Tham, Terry Yang, Chris Song, Terry Ho
University of Waterloo 2016 Mechatronics Engineering Capstone Design Project