Nils Palumbo

According to our database, Nils Palumbo authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

Agent Security is a Systems Problem.

Mihai Christodorescu, Earlence Fernandes, Ashish Hooda, Somesh Jha, Johann Rehberger, Kamalika Chaudhuri, Xiaohan Fu, Khawaja Shams, Guy Amir, Jihye Choi, Sarthak Choudhary, Nils Palumbo, Andrey Labunets, Nishit V. Pandya

CoRR, May, 2026

Undetectable Backdoors in Model Parameters: Hiding Sparse Secrets in High Dimensions.

Sarthak Choudhary, Atharv Singh Patlan, Nils Palumbo, Ashish Hooda, Kassem Fawaz, Somesh Jha

CoRR, May, 2026

Dependency-Aware Privacy for Multi-turn Agents.

Divyam Anshumaan, Sarthak Choudhary, Nils Palumbo, Somesh Jha

CoRR, May, 2026

Policy Compiler for Secure Agentic Systems.

Nils Palumbo, Sarthak Choudhary, Jihye Choi, Prasad Chalasani, Somesh Jha

CoRR, February, 2026

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

Validating Mechanistic Interpretations: An Axiomatic Approach.

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

How Not to Detect Prompt Injections with an LLM.

Sarthak Choudhary, Divyam Anshumaan, Nils Palumbo, Somesh Jha

Proceedings of the 18th ACM Workshop on Artificial Intelligence and Security, 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