Korolova, Aleksandra

Advances and Open Problems in Federated Learning

Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., et al. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 7,857

RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response

Erlingsson, Ú., Pihur, V., & Korolova, A. (2014) · Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security

Privacy-Preserving Technologies in DataInternet Traffic Analysis and Secure E-voting

Cited by 1,838

Discrimination through Optimization

Ali, M., Sapiezynski, P., Bogen, M., Korolova, A., Mislove, A., & Rieke, A. (2019) · Proceedings of the ACM on Human-Computer Interaction

Ethics and Social Impacts of AIPrivacy, Security, and Data Protection

Cited by 268

Discrimination through optimization: How Facebook's ad delivery can lead to skewed outcomes

Ali, M., Sapiezynski, P., Bogen, M., Korolova, A., Mislove, A., & Rieke, A. (2019) · arXiv

Ethics and Social Impacts of AIPrivacy, Security, and Data Protection

Cited by 72

Ad Delivery Algorithms: The Hidden Arbiters of Political Messaging

Ali, M., Sapiezynski, P., Korolova, A., Mislove, A., & Rieke, A. (2019) · arXiv

Social Media and PoliticsMedia Influence and Politics

Cited by 30

Differentially-Private "Draw and Discard" Machine Learning

Pihur, V., Korolova, A., Liu, F., Sankuratripati, S., Yung, M., Huang, D., & Zeng, R. (2018) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 25

Facebook's Advertising Platform: New Attack Vectors and the Need for Interventions

Faizullabhoy, I., & Korolova, A. (2018) · arXiv

Privacy, Security, and Data ProtectionEthics and Social Impacts of AI

Cited by 21

The power of the hybrid model for mean estimation

Avent, B., Dubey, Y., & Korolova, A. (2020) · Proceedings on Privacy Enhancing Technologies

Privacy-Preserving Technologies in DataCloud Data Security Solutions

Cited by 9

LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?

Zheng, Z., Cheng, Z., Shen, Z., Zhou, S., Liu, K., He, H., Li, D., Wei, S., Hao, H., Yao, J., et al. (2025) · arXiv

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 1