Author

Golnoosh Farnadi

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Preprint Jul 2026

Even More Deception: Objective Misalignment in Mixed-Motive LLM Multi-Agent Systems

It is suggested that even subtle objective misalignment can profoundly affect collective decision-making, highlighting the need for effective mitigation strategies for LLM-based multi-agent systems.

Marylou Fauchard, Florian Carichon, Margarida Carvalho et al. · 0 citations

Preprint Aug 2026

TEA: Text Encoder Alignment for Robust Concept Erasure in Text-to-Image Models

A lightweight Text Encoder Alignment framework that fine-tunes only the text encoder while keeping the generative backbone fully frozen, and achieves state-of-the-art erasure robustness against black-box and white-box adversarial attacks on Stable Diffusion v1.4, while preserving generation quality on benign prompts.

Alireza Dehghanpour Farashah, Zhuan Shi, Negar Rostamzadeh et al. · 0 citations