Geiping, Jonas

A Watermark for Large Language Models

Kirchenbauer, J., Geiping, J., Wen, Y., Katz, J., Miers, I., & Goldstein, T. (2023) · arXiv

Advanced Steganography and Watermarking TechniquesAdversarial Robustness in Machine Learning

Cited by 194

A Cookbook of Self-Supervised Learning

Balestriero, R., Ibrahim, M., Sobal, V., Morcos, A., Shekhar, S., Goldstein, T., Bordes, F., Bardes, A., Mialon, G., Tian, Y., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 182

Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

Wen, Y., Jain, N., Kirchenbauer, J., Goldblum, M., Geiping, J., & Goldstein, T. (2023) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 77

Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images

Wen, Y., Kirchenbauer, J., Geiping, J., & Goldstein, T. (2023) · Advances in Neural Information Processing Systems 36

Tree-ring climate responsesAdvanced Steganography and Watermarking Techniques

Cited by 70

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Hans, A., Schwarzschild, A., Cherepanova, V., Kazemi, H., Saha, A., Goldblum, M., Geiping, J., & Goldstein, T. (2024) · arXiv

Authorship Attribution and ProfilingDigital Media Forensic Detection

Cited by 24

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Geiping, J., McLeish, S., Jain, N., Kirchenbauer, J., Singh, S., Bartoldson, B., Kailkhura, B., Bhatele, A., & Goldstein, T. (2025) · Advances in Neural Information Processing Systems 38

Topic ModelingExplainable Artificial Intelligence (XAI)

Cited by 10

Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey

Ghosal, S. S., Chakraborty, S., Geiping, J., Huang, F., Manocha, D., & Bedi, A. S. (2023) · arXiv

Authorship Attribution and ProfilingDigital Media Forensic Detection

Cited by 3

The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

Sinha, A., Arun, A., Goel, S., Staab, S., & Geiping, J. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1

Attractor States Emerge in Multi-Turn LLM Conversations

Ko, T.-W., & Geiping, J. (2026) · arXiv

Topic ModelingSpeech and dialogue systems

Cited by 0

Stealing Reasoning Traces from Proprietary LLM APIs

Panfilov, A., Schmotz, D., Shumailov, I., Beurer-Kellner, L., Schaeffer, J., Prabhu, A., Geiping, J., & Andriushchenko, M. (2026) · arXiv

Adversarial Robustness in Machine LearningSecurity and Verification in Computing

Cited by 0