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Mario Fritz

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Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

Mar 11, 2024
Egor Zverev, Sahar Abdelnabi, Mario Fritz, Christoph H. Lampert

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LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History

Feb 28, 2024
Akash Gupta, Ivaxi Sheth, Vyas Raina, Mark Gales, Mario Fritz

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Exploring Value Biases: How LLMs Deviate Towards the Ideal

Feb 21, 2024
Sarath Sivaprasad, Pramod Kaushik, Sahar Abdelnabi, Mario Fritz

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Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing

Feb 13, 2024
Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz

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Towards Biologically Plausible and Private Gene Expression Data Generation

Feb 07, 2024
Dingfan Chen, Marie Oestreich, Tejumade Afonja, Raouf Kerkouche, Matthias Becker, Mario Fritz

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Privacy-Aware Document Visual Question Answering

Dec 15, 2023
Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

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SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models

Oct 19, 2023
Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang

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Going Beyond Familiar Features for Deep Anomaly Detection

Oct 01, 2023
Sarath Sivaprasad, Mario Fritz

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LLM-Deliberation: Evaluating LLMs with Interactive Multi-Agent Negotiation Games

Sep 29, 2023
Sahar Abdelnabi, Amr Gomaa, Sarath Sivaprasad, Lea Schönherr, Mario Fritz

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A Unified View of Differentially Private Deep Generative Modeling

Sep 27, 2023
Dingfan Chen, Raouf Kerkouche, Mario Fritz

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