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cs.CL2025
In-Context Representation Hijacking
Itay Yona, Amir Sarid, Michael Karasik +1
We introduce , a simple in-context representation hijacking attack against large language models (LLMs). The attack works by systematically replacing a harmfu…
cs.CL2025
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
Yaniv Nikankin, Dana Arad, Yossi Gandelsman +1
Vision-Language models (VLMs) show impressive abilities to answer questions on visual inputs (e.g., counting objects in an image), yet demonstrate higher accuracies when performing…