Samuel Nathanson

According to our database, Samuel Nathanson authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scaling Patterns in Adversarial Alignment: Evidence from Multi-LLM Jailbreak Experiments.

Samuel Nathanson, Rebecca Williams, Cynthia Matuszek

CoRR, November, 2025

AI Bill of Materials and Beyond: Systematizing Security Assurance through the AI Risk Scanning (AIRS) Framework.

Samuel Nathanson, Alexander Lee, Catherine Chen Kieffer, Jared Junkin, Jessica Ye, Amir Saeed, Melanie Lockhart, Russ Fink, Elisha Peterson, Lanier A. Watkins

CoRR, November, 2025

Causal Masking on Spatial Data: An Information-Theoretic Case for Learning Spatial Datasets with Unimodal Language Models.

Jared Junkin, Samuel Nathanson

CoRR, October, 2025

2024

Disinformation at Scale: Detecting AI-Human Composite Images via Convolution Ensembles.

Yungjun Yoo, David Na, Samuel Nathanson, Yinzhi Cao, Lanier A. Watkins

Proceedings of the IEEE Military Communications Conference, 2024

A Step Towards Modern Disinformation Detection: Novel Methods for Detecting LLM-Generated Text.

Samuel Nathanson, Yungjun Yoo, David Na, Yinzhi Cao, Lanier A. Watkins

Proceedings of the IEEE Military Communications Conference, 2024

Showcasing the Threat of Scalable Generative AI Disinformation through Social Media Simulation.

David Na, Samuel Nathanson, Yungjun Yoo, Yinzhi Cao, Lanier A. Watkins

Proceedings of the IEEE INFOCOM 2024, 2024