Luca Beurer-Kellner

According to our database, Luca Beurer-Kellner authored at least 15 papers between 2020 and 2026.

Collaborative distances:

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

2026

Technical Report: Exploring the Emerging Threats of the Agent Skill Ecosystem.

Luca Beurer-Kellner, Aleksei Kudrinskii, Marco Milanta, Kristian Bonde Nielsen, Hemang Sarkar, Liran Tal

CoRR, May, 2026

Trojan Hippo: Weaponizing Agent Memory for Data Exfiltration.

Debeshee Das, Julien Piet, Darya Kaviani, Luca Beurer-Kellner, Florian Tramèr, David A. Wagner

CoRR, May, 2026

Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks.

David Schmotz, Luca Beurer-Kellner, Sahar Abdelnabi, Maksym Andriushchenko

CoRR, February, 2026

2025

CommandSans: Securing AI Agents with Surgical Precision Prompt Sanitization.

Debeshee Das, Luca Beurer-Kellner, Marc Fischer, Maximilian Baader

CoRR, October, 2025

Design Patterns for Securing LLM Agents against Prompt Injections.

Luca Beurer-Kellner, Beat Buesser, Ana-Maria Cretu, Edoardo Debenedetti, Daniel Dobos, Daniel Fabian, Marc Fischer, David Froelicher, Kathrin Grosse, Daniel Naeff, Ezinwanne Ozoani, Andrew Paverd, Florian Tramèr, Václav Volhejn

CoRR, June, 2025

2024

AgentDojo: A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.

Edoardo Debenedetti, Jie Zhang, Mislav Balunovic, Luca Beurer-Kellner, Marc Fischer, Florian Tramèr

CoRR, 2024

AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents.

Edoardo Debenedetti, Jie Zhang, Mislav Balunovic, Luca Beurer-Kellner, Marc Fischer, Florian Tramèr

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Prompt Sketching for Large Language Models.

Luca Beurer-Kellner, Mark Niklas Müller, Marc Fischer, Martin T. Vechev

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

Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation.

Luca Beurer-Kellner, Marc Fischer, Martin T. Vechev

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

Controlled Text Generation via Language Model Arithmetic.

Jasper Dekoninck, Marc Fischer, Luca Beurer-Kellner, Martin T. Vechev

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A Transformational Approach to Managing Data Model Evolution of Web Services.

Luca Beurer-Kellner, Jens von Pilgrim, Christos Tsigkanos, Timo Kehrer

IEEE Trans. Serv. Comput., 2023

Prompting Is Programming: A Query Language for Large Language Models.

Luca Beurer-Kellner, Marc Fischer, Martin T. Vechev

Proc. ACM Program. Lang., 2023

2022

Learning to Configure Computer Networks with Neural Algorithmic Reasoning.

Luca Beurer-Kellner, Martin T. Vechev, Laurent Vanbever, Petar Velickovic

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On Distribution Shift in Learning-based Bug Detectors.

Jingxuan He, Luca Beurer-Kellner, Martin T. Vechev

Proceedings of the International Conference on Machine Learning, 2022

2020

Round-trip migration of object-oriented data model instances.

Luca Beurer-Kellner, Jens von Pilgrim, Timo Kehrer

Proceedings of the TTC 2020/2021, 2020