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20242026
most citedNob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset Construction

2 citations · 2 across the 4 of their papers we have counts for

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cs.CR2026

PrivacySkills: How Privacy Guidance Shapes Source Selection in LLM Agents

Lucas Biechy, Cédric Eichler, Héber H. Arcolezi +1

While prior work has documented privacy failures in LLM agents, it remains unclear how the presentation of privacy guidance influences their choice of information sources. We intro…

cs.AI2026

Jailbreaks for Black-Box Uncertainty Quantification in Large Reasoning Models

Lucas Biechy, Cédric Eichler, Adrien Boiret +1

While Large Reasoning Models (LRMs) excel at complex reasoning, alignment through reinforcement learning often induces systemic overconfidence. In production environments, where lo…