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Scott Alfeld
Scott Alfeld
Verified email at amherst.edu
Title
Cited by
Cited by
Year
Data poisoning attacks against autoregressive models
S Alfeld, X Zhu, P Barford
Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016
2812016
An empirical study of web cookies
A Cahn, S Alfeld, P Barford, S Muthukrishnan
Proceedings of the 25th international conference on world wide web, 891-901, 2016
1842016
Explicit defense actions against test-set attacks
S Alfeld, X Zhu, P Barford
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
492017
Hard to forget: Poisoning attacks on certified machine unlearning
NG Marchant, BIP Rubinstein, S Alfeld
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7691-7700, 2022
432022
Adversarial regression with multiple learners
L Tong, S Yu, S Alfeld
International Conference on Machine Learning, 4946-4954, 2018
372018
Adversarial classification on social networks
S Yu, Y Vorobeychik, S Alfeld
arXiv preprint arXiv:1801.08159, 2018
272018
Rawlsnet: Altering bayesian networks to encode rawlsian fair equality of opportunity
D Liu, Z Shafi, W Fleisher, T Eliassi-Rad, S Alfeld
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 745-755, 2021
102021
What's in the community cookie jar?
A Cahn, S Alfeld, P Barford, S Muthukrishnan
2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016
102016
PATHATTACK: attacking shortest paths in complex networks
BA Miller, Z Shafi, W Ruml, Y Vorobeychik, T Eliassi-Rad, S Alfeld
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
92021
Toward an analytic framework for the electrical power grid
S Alfeld, C Barford, P Barford
Proceedings of the 3rd International Conference on Future Energy Systems …, 2012
82012
Training set camouflage
A Sen, S Alfeld, X Zhang, A Vartanian, Y Ma, X Zhu
Decision and Game Theory for Security: 9th International Conference, GameSec …, 2018
62018
Contamination estimation via convex relaxations
ML Malloy, S Alfeld, P Barford
2015 IEEE International Symposium on Information Theory (ISIT), 1189-1193, 2015
42015
A visual active search framework for geospatial exploration
A Sarkar, M Lanier, S Alfeld, J Feng, R Garnett, N Jacobs, Y Vorobeychik
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
32024
Attacking shortest paths by cutting edges
BA Miller, Z Shafi, W Ruml, Y Vorobeychik, T Eliassi-Rad, S Alfeld
ACM Transactions on Knowledge Discovery from Data 18 (2), 1-42, 2023
32023
Approximate data deletion in generative models
Z Kong, S Alfeld
ECAI 2023, 1288-1323, 2023
22023
Attacking data transforming learners at training time
S Alfeld, A Vartanian, L Newman-Johnson, BIP Rubinstein
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3167-3174, 2019
22019
Optimal teaching for online perceptrons
XZHG Ohannessian, A Sen, S Alfeld, X Zhu
University of Wisconsin-Madison, 2016
22016
Targeted residual analysis for improving electric load forecasting
S Alfeld, P Barford
2014 IEEE International Energy Conference (ENERGYCON), 459-466, 2014
22014
POTION: Optimizing Graph Structure for Targeted Diffusion
S Yu, L Torres, S Alfeld, T Eliassi-Rad, Y Vorobeychik
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
12021
Machine Teaching as Search
S Alfeld, X Zhu, P Barford
Proceedings of the International Symposium on Combinatorial Search 7 (1 …, 2016
12016
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