| Data poisoning attacks against autoregressive models S Alfeld, X Zhu, P Barford Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 251 | 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 | 162 | 2016 |
| Explicit defense actions against test-set attacks S Alfeld, X Zhu, P Barford Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 44 | 2017 |
| Adversarial regression with multiple learners L Tong, S Yu, S Alfeld International Conference on Machine Learning, 4946-4954, 2018 | 36 | 2018 |
| 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 | 26 | 2022 |
| Adversarial classification on social networks S Yu, Y Vorobeychik, S Alfeld arXiv preprint arXiv:1801.08159, 2018 | 23 | 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 | 11 | 2021 |
| 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 | 8 | 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 | 8 | 2016 |
| 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 | 7 | 2018 |
| 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 | 7 | 2012 |
| Fraudulent traffic detection and estimation ML Malloy, S Alfeld, P Barford US Patent 10,832,280, 2020 | 3 | 2020 |
| Contamination estimation via convex relaxations ML Malloy, S Alfeld, P Barford 2015 IEEE International Symposium on Information Theory (ISIT), 1189-1193, 2015 | 3 | 2015 |
| Attacking Shortest Paths by Cutting Edges BA Miller, Z Shafi, W Ruml, Y Vorobeychik, T Eliassi-Rad, S Alfeld arXiv preprint arXiv:2211.11141, 2022 | 2 | 2022 |
| Approximate data deletion in generative models Z Kong, S Alfeld arXiv preprint arXiv:2206.14439, 2022 | 2 | 2022 |
| 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 |
| A Visual Active Search Framework for Geospatial Exploration A Sarkar, M Lanier, S Alfeld, R Garnett, N Jacobs, Y Vorobeychik arXiv preprint arXiv:2211.15788, 2022 | 1 | 2022 |
| 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 |
| Targeted residual analysis for improving electric load forecasting S Alfeld, P Barford 2014 IEEE International Energy Conference (ENERGYCON), 459-466, 2014 | 1 | 2014 |
