Kumar, Aounon

Can AI-Generated Text be Reliably Detected?

Sadasivan, V. S., Kumar, A., Balasubramanian, S., Wang, W., & Feizi, S. (2023) · arXiv

Adversarial Robustness in Machine LearningAuthorship Attribution and Profiling

Cited by 810

Certifying LLM Safety against Adversarial Prompting

Kumar, A., Agarwal, C., Srinivas, S., Li, A. J., Feizi, S., & Lakkaraju, H. (2023) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 28

Detecting LLM-generated peer reviews

Rao, V. S., Kumar, A., Lakkaraju, H., & Shah, N. B. (2025) · PLOS One

Advanced Steganography and Watermarking TechniquesAcademic integrity and plagiarism

Cited by 14

Certifying Model Accuracy under Distribution Shifts

Kumar, A., Levine, A., Goldstein, T., & Feizi, S. (2022) · arXiv

Adversarial Robustness in Machine LearningExplainable Artificial Intelligence (XAI)

Cited by 3

Manipulating Large Language Models to Increase Product Visibility

Kumar, A., & Lakkaraju, H. (2024) · arXiv

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 2