Scott Alfeld

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Strongly Connected Components

Minimal Surface

Bayesian Network Inference

Graph Structure

Top Venues

Publications

Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
Attacking Shortest Paths by Cutting Edges. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Anindya Sarkar, Michael Lanier, Scott Alfeld, Jiarui Feng, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik
A Visual Active Search Framework for Geospatial Exploration. WACV (2024)
Ara Vartanian, Will Rosenbaum, Scott Alfeld
Training-Time Attacks against K-nearest Neighbors. AAAI (2023)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
Defense Against Shortest Path Attacks. CoRR (2023)
Zhifeng Kong, Scott Alfeld
Approximate Data Deletion in Generative Models. ECAI (2023)
Zhifeng Kong, Scott Alfeld
Approximate Data Deletion in Generative Models. CoRR (2022)
Ara Vartanian, Will Rosenbaum, Scott Alfeld
Training-Time Attacks against k-Nearest Neighbors. CoRR (2022)
Anindya Sarkar, Michael Lanier, Scott Alfeld, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik
A Visual Active Search Framework for Geospatial Exploration. CoRR (2022)
Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning. AAAI (2022)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
Attacking Shortest Paths by Cutting Edges. CoRR (2022)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
Optimal Edge Weight Perturbations to Attack Shortest Paths. CoRR (2021)
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. AIES (2021)
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity. CoRR (2021)
Sixie Yu, Leo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik
POTION : Optimizing Graph Structure for Targeted Diffusion. SDM (2021)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
PATHATTACK: Attacking Shortest Paths in Complex Networks. CoRR (2021)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
PATHATTACK: Attacking Shortest Paths in Complex Networks. ECML/PKDD (2) (2021)
Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning. CoRR (2021)
Sixie Yu, Leonardo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik
Optimizing Graph Structure for Targeted Diffusion. CoRR (2020)
Scott Alfeld, Ara Vartanian, Lucas Newman-Johnson, Benjamin I. P. Rubinstein
Attacking Data Transforming Learners at Training Time. AAAI (2019)
Sixie Yu, Yevgeniy Vorobeychik, Scott Alfeld
Adversarial Classification on Social Networks. CoRR (2018)
Sixie Yu, Yevgeniy Vorobeychik, Scott Alfeld
Adversarial Classification on Social Networks. AAMAS (2018)
Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu
Training Set Camouflage. GameSec (2018)
Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu
Training Set Camouflage. CoRR (2018)
Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik
Adversarial Regression with Multiple Learners. CoRR (2018)
Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik
Adversarial Regression with Multiple Learners. ICML (2018)
Scott Alfeld, Xiaojin Zhu, Paul Barford
Explicit Defense Actions Against Test-Set Attacks. AAAI (2017)
Scott Alfeld, Xiaojin Zhu, Paul Barford
Machine Teaching as Search. SOCS (2016)
Aaron Cahn, Scott Alfeld, Paul Barford, S. Muthukrishnan
An Empirical Study of Web Cookies. WWW (2016)
Aaron Cahn, Scott Alfeld, Paul Barford, S. Muthukrishnan
What's in the community cookie jar? ASONAM (2016)
Scott Alfeld, Xiaojin Zhu, Paul Barford
Data Poisoning Attacks against Autoregressive Models. AAAI (2016)
Matthew L. Malloy, Scott Alfeld, Paul Barford
Contamination estimation via convex relaxations. ISIT (2015)
Matthew L. Malloy, Scott Alfeld, Paul Barford
Contamination Estimation via Convex Relaxations. CoRR (2015)
Scott Alfeld, Carol Barford, Paul Barford
Toward an analytic framework for the electrical power grid. e-Energy (2012)