Nils Palumbo

According to our database, Nils Palumbo authored at least 7 papers between 2020 and 2025.

Collaborative distances:

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

2025

How Not to Detect Prompt Injections with an LLM.

Sarthak Choudhary, Divyam Anshumaan, Nils Palumbo, Somesh Jha

CoRR, July, 2025

Through the Stealth Lens: Rethinking Attacks and Defenses in RAG.

Sarthak Choudhary, Nils Palumbo, Ashish Hooda, Krishnamurthy Dj Dvijotham, Somesh Jha

CoRR, June, 2025

2024

Mechanistically Interpreting a Transformer-based 2-SAT Solver: An Axiomatic Approach.

Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha

CoRR, 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

Proceedings of the Machine Learning for Healthcare Conference, 2024

Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection.

Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection.

Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha

CoRR, 2023

2020

Robust Mean Estimation under Coordinate-level Corruption.

Zifan Liu, Jongho Park, Nils Palumbo, Theodoros Rekatsinas, Christos Tzamos

CoRR, 2020