Alfeld, Scott

8 publications

WACV 2024 A Visual Active Search Framework for Geospatial Exploration Anindya Sarkar, Michael Lanier, Scott Alfeld, Jiarui Feng, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik

AAAI 2023 Training-Time Attacks Against K-Nearest Neighbors Ara Vartanian, Will Rosenbaum, Scott Alfeld

AAAI 2022 Hard to Forget: Poisoning Attacks on Certified Machine Unlearning Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld

ECML-PKDD 2021 PATHATTACK: Attacking Shortest Paths in Complex Networks Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld

AAAI 2019 Attacking Data Transforming Learners at Training Time Scott Alfeld, Ara Vartanian, Lucas Newman-Johnson, Benjamin I. P. Rubinstein

ICML 2018 Adversarial Regression with Multiple Learners Liang Tong, Sixie Yu, Scott Alfeld, Vorobeychik

AAAI 2017 Explicit Defense Actions Against Test-Set Attacks Scott Alfeld, Xiaojin Zhu, Paul Barford

AAAI 2016 Data Poisoning Attacks Against Autoregressive Models Scott Alfeld, Xiaojin Zhu, Paul Barford