Scott Alfeld

37 papers A* 7A 5B 3C 1Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identifying Adversary Characteristics from an Observed Attack.
CoRR
Soyon Choi, Scott Alfeld, Meiyi Ma
2025 A conf
Defense Against Shortest Path Attacks.
SDM
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2025 — conf
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis.
IJCNLP-AACL (long papers)
Yigit Efe Enhos, Shira Wein, Scott Alfeld
2024 A conf
A Visual Active Search Framework for Geospatial Exploration.
WACV
Anindya Sarkar, Michael Lanier, Scott Alfeld, Jiarui Feng, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik
2024 J jnl
Attacking Shortest Paths by Cutting Edges.
ACM Trans. Knowl. Discov. Data
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2024 — conf
Theoretical Bounds on the Adversarial Robustness of Reduced-Rank Regression.
GameSec (2)
Soyon Choi, Scott Alfeld
2023 A conf
Approximate Data Deletion in Generative Models.
ECAI
Zhifeng Kong, Scott Alfeld
2023 J jnl
Defense Against Shortest Path Attacks.
CoRR
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2023 A* conf
Training-Time Attacks against K-nearest Neighbors.
AAAI
Ara Vartanian, Will Rosenbaum, Scott Alfeld
2022 J jnl
A Visual Active Search Framework for Geospatial Exploration.
CoRR
Anindya Sarkar, Michael Lanier, Scott Alfeld, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik
2022 J jnl
Approximate Data Deletion in Generative Models.
CoRR
Zhifeng Kong, Scott Alfeld
2022 J jnl
Attacking Shortest Paths by Cutting Edges.
CoRR
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2022 A* conf
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning.
AAAI
Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld
2022 J jnl
Training-Time Attacks against k-Nearest Neighbors.
CoRR
Ara Vartanian, Will Rosenbaum, Scott Alfeld
2021 J jnl
Hard to Forget: Poisoning Attacks on Certified Machine Unlearning.
CoRR
Neil G. Marchant, Benjamin I. P. Rubinstein, Scott Alfeld
2021 J jnl
Optimal Edge Weight Perturbations to Attack Shortest Paths.
CoRR
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021 — conf
PATHATTACK: Attacking Shortest Paths in Complex Networks.
ECML/PKDD (2)
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021 J jnl
PATHATTACK: Attacking Shortest Paths in Complex Networks.
CoRR
Benjamin A. Miller, Zohair Shafi, Wheeler Ruml, Yevgeniy Vorobeychik, Tina Eliassi-Rad, Scott Alfeld
2021 A conf
POTION : Optimizing Graph Structure for Targeted Diffusion.
SDM
Sixie Yu, Leo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik
2021 C conf
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity.
AIES
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
2021 J jnl
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity.
CoRR
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld
2020 J jnl
Optimizing Graph Structure for Targeted Diffusion.
CoRR
Sixie Yu, Leonardo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik
2019 A* conf
Attacking Data Transforming Learners at Training Time.
AAAI
Scott Alfeld, Ara Vartanian, Lucas Newman-Johnson, Benjamin I. P. Rubinstein
2018 A conf
Adversarial Classification on Social Networks.
AAMAS
Sixie Yu, Yevgeniy Vorobeychik, Scott Alfeld
2018 J jnl
Adversarial Classification on Social Networks.
CoRR
Sixie Yu, Yevgeniy Vorobeychik, Scott Alfeld
2018 A* conf
Adversarial Regression with Multiple Learners.
ICML
Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik
2018 J jnl
Adversarial Regression with Multiple Learners.
CoRR
Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik
2018 — conf
Training Set Camouflage.
GameSec
Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu
2018 J jnl
Training Set Camouflage.
CoRR
Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu
2017 A* conf
Explicit Defense Actions Against Test-Set Attacks.
AAAI
Scott Alfeld, Xiaojin Zhu, Paul Barford
2016 A* conf
An Empirical Study of Web Cookies.
WWW
Aaron Cahn, Scott Alfeld, Paul Barford, S. Muthukrishnan
2016 A* conf
Data Poisoning Attacks against Autoregressive Models.
AAAI
Scott Alfeld, Xiaojin Zhu, Paul Barford
2016 B conf
Machine Teaching as Search.
SOCS
Scott Alfeld, Xiaojin Zhu, Paul Barford
2016 B conf
What's in the community cookie jar?
ASONAM
Aaron Cahn, Scott Alfeld, Paul Barford, S. Muthukrishnan
2015 J jnl
Contamination Estimation via Convex Relaxations.
CoRR
Matthew L. Malloy, Scott Alfeld, Paul Barford
2015 B conf
Contamination estimation via convex relaxations.
ISIT
Matthew L. Malloy, Scott Alfeld, Paul Barford
2012 — conf
Toward an analytic framework for the electrical power grid.
e-Energy
Scott Alfeld, Carol Barford, Paul Barford