Balle, Borja

Taxonomy of Risks posed by Language Models

Weidinger, L., Uesato, J., Rauh, M., Griffin, C., Huang, P.-S., Mellor, J., Glaese, A., Cheng, M., Balle, B., Kasirzadeh, A., et al. (2022) · 2022 ACM Conference on Fairness Accountability and Transparency

Ethics and Social Impacts of AIHate Speech and Cyberbullying Detection

Cited by 764

Ethical and social risks of harm from Language Models

Weidinger, L., Mellor, J., Rauh, M., Griffin, C., Uesato, J., Huang, P.-S., Cheng, M., Glaese, M., Balle, B., Kasirzadeh, A., et al. (2021) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 477

Subsampled Rényi Differential Privacy and Analytical Moments Accountant

Wang, Y.-X., Balle, B., & Kasiviswanathan, S. (2018) · arXiv

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 224

The Privacy Blanket of the Shuffle Model

Balle, B., Bell, J., Gascón, A., & Nissim, K. (2019) · Lecture Notes in Computer Science

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 214

Privacy-preserving distributed linear regression on high-dimensional data

Gascón, A., Schoppmann, P., Balle, B., Raykova, M., Doerner, J., Zahur, S., & Evans, D. (2017) · Proceedings on Privacy Enhancing Technologies

Cryptography and Data SecurityPrivacy-Preserving Technologies in Data

Cited by 193

Scalable watermarking for identifying large language model outputs

Dathathri, S., See, A., Ghaisas, S., Huang, P.-S., McAdam, R., Welbl, J., Bachani, V., Kaskasoli, A., Stanforth, R., Matejovicova, T., et al. (2024) · Nature

Advanced Steganography and Watermarking TechniquesAdversarial Robustness in Machine Learning

Cited by 132

The Ethics of Advanced AI Assistants

Gabriel, I., Manzini, A., Keeling, G., Hendricks, L. A., Rieser, V., Iqbal, H., Tomašev, N., Ktena, I., Kenton, Z., Rodriguez, M., et al. (2024) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 57

AirGapAgent: Protecting Privacy-Conscious Conversational Agents

Bagdasarian, E., Yi, R., Ghalebikesabi, S., Kairouz, P., Gruteser, M., Oh, S., Balle, B., & Ramage, D. (2024) · Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 28

Operationalizing Contextual Integrity in Privacy-Conscious Assistants

Ghalebikesabi, S., Bagdasaryan, E., Yi, R., Yona, I., Shumailov, I., Pappu, A., Shi, C., Weidinger, L., Stanforth, R., Berrada, L., et al. (2024) · arXiv

Privacy, Security, and Data ProtectionPrivacy-Preserving Technologies in Data

Cited by 11

Automatic Discovery of Privacy–Utility Pareto Fronts

Avent, B., González, J., Diethe, T., Paleyes, A., & Balle, B. (2020) · Proceedings on Privacy Enhancing Technologies

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 3