| Data poisoning attacks against autoregressive models S Alfeld, X Zhu, P Barford Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 285 | 2016 |
| 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 | 189 | 2016 |
| 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 | 60 | 2022 |
| Explicit defense actions against test-set attacks S Alfeld, X Zhu, P Barford Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 49 | 2017 |
| Adversarial regression with multiple learners L Tong, S Yu, S Alfeld International Conference on Machine Learning, 4946-4954, 2018 | 38 | 2018 |
| Adversarial classification on social networks S Yu, Y Vorobeychik, S Alfeld arXiv preprint arXiv:1801.08159, 2018 | 28 | 2018 |
| 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 | 12 | 2021 |
| 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 | 10 | 2016 |
| 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 | 9 | 2021 |
| 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 | 8 | 2012 |
| 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 | 6 | 2018 |
| Approximate data deletion in generative models Z Kong, S Alfeld ECAI 2023, 1288-1323, 2023 | 4 | 2023 |
| Contamination estimation via convex relaxations ML Malloy, S Alfeld, P Barford 2015 IEEE International Symposium on Information Theory (ISIT), 1189-1193, 2015 | 4 | 2015 |
| 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 | 3 | 2024 |
| 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 | 3 | 2023 |
| 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 | 2 | 2019 |
| Optimal teaching for online perceptrons XZHG Ohannessian, A Sen, S Alfeld, X Zhu University of Wisconsin-Madison, 2016 | 2 | 2016 |
| Targeted residual analysis for improving electric load forecasting S Alfeld, P Barford 2014 IEEE International Energy Conference (ENERGYCON), 459-466, 2014 | 2 | 2014 |
| 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 | 1 | 2021 |
| Machine Teaching as Search S Alfeld, X Zhu, P Barford Proceedings of the International Symposium on Combinatorial Search 7 (1 …, 2016 | 1 | 2016 |
