Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices. - Samir Rajani; Dario Dematties; Nathaniel Hudson; Kyle Chard; Nicola J. Ferrier; Rajesh Sankaran; Peter H. Beckman (WF-IoT, 2023)

Acoustic fingerprints in nature: A self-supervised learning approach for ecosystem activity monitoring. - Dario Dematties; Samir Rajani; Rajesh Sankaran; Sean Shahkarami; Bhupendra Raut; Scott Collis; Pete Beckman; Nicola J. Ferrier (Ecol. Informatics, 2024)

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming. - Mrinank Sharma; Meg Tong; Jesse Mu; Jerry Wei; Jorrit Kruthoff; Scott Goodfriend; Euan Ong; Alwin Peng; Raj Agarwal; Cem Anil; Amanda Askell; Nathan Bailey; et al. (CoRR, 2025)