Nils Palumbo

11 papers A* 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Policy Compiler for Secure Agentic Systems.
CoRR
Nils Palumbo, Sarthak Choudhary, Jihye Choi, Prasad Chalasani, Somesh Jha
2025 — conf
How Not to Detect Prompt Injections with an LLM.
AISec@CCS
Sarthak Choudhary, Divyam Anshumaan, Nils Palumbo, Somesh Jha
2025 J jnl
How Not to Detect Prompt Injections with an LLM.
CoRR
Sarthak Choudhary, Divyam Anshumaan, Nils Palumbo, Somesh Jha
2025 J jnl
Through the Stealth Lens: Rethinking Attacks and Defenses in RAG.
CoRR
Sarthak Choudhary, Nils Palumbo, Ashish Hooda, Krishnamurthy Dj Dvijotham, Somesh Jha
2025 A* conf
Validating Mechanistic Interpretations: An Axiomatic Approach.
ICML
Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha
2024 — conf
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance.
MLHC
Jihye Choi, Nils Palumbo, Prasad Chalasani, Matthew M. Engelhard, Somesh Jha, Anivarya Kumar, David Page
2024 J jnl
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance.
CoRR
Jihye Choi, Nils Palumbo, Prasad Chalasani, Matthew M. Engelhard, Somesh Jha, Anivarya Kumar, David Page
2024 J jnl
Mechanistically Interpreting a Transformer-based 2-SAT Solver: An Axiomatic Approach.
CoRR
Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha
2024 A* conf
Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection.
ICML
Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha
2023 J jnl
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection.
CoRR
Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha
2020 J jnl
Robust Mean Estimation under Coordinate-level Corruption.
CoRR
Zifan Liu, Jongho Park, Nils Palumbo, Theodoros Rekatsinas, Christos Tzamos