Robust Mean Estimation under Coordinate-level Corruption. - Zifan Liu; Jongho Park 004; Nils Palumbo; Theodoros Rekatsinas; Christos Tzamos (CoRR, 2020)

Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection. - Nils Palumbo; Yang Guo; Xi Wu 001; Jiefeng Chen 001; Yingyu Liang; Somesh Jha (CoRR, 2023)

Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection. - Nils Palumbo; Yang Guo; Xi Wu 001; Jiefeng Chen 001; Yingyu Liang; Somesh Jha (ICML, 2024)

MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance. - Jihye Choi; Nils Palumbo; Prasad Chalasani; Matthew M. Engelhard; Somesh Jha; Anivarya Kumar; David Page (MLHC, 2024)

Mechanistically Interpreting a Transformer-based 2-SAT Solver: An Axiomatic Approach. - Nils Palumbo; Ravi Mangal; Zifan Wang 001; Saranya Vijayakumar; Corina S. Pasareanu; Somesh Jha (CoRR, 2024)

Through the Stealth Lens: Rethinking Attacks and Defenses in RAG. - Sarthak Choudhary; Nils Palumbo; Ashish Hooda; Krishnamurthy Dj Dvijotham; Somesh Jha (CoRR, 2025)

How Not to Detect Prompt Injections with an LLM. - Sarthak Choudhary; Divyam Anshumaan; Nils Palumbo; Somesh Jha (CoRR, 2025)