6 citations · 7 across the 10 of their papers we have counts for
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cs.CR2026
Towards Safe Autonomy for Computer Use
Dominik Seip, Bartol Markovinović, Matthias Hein
The safety of LLM-based agents currently rests on alignment training and safety classifiers, neither of which can rule out that a sophisticated indirect prompt injection (IPI) goes…
cs.LG2026
Preference Redirection via Attention Concentration: An Attack on Computer Use Agents
Dominik Seip, Matthias Hein
Advancements in multimodal foundation models have enabled the development of Computer Use Agents (CUAs) capable of autonomously interacting with GUI environments. As CUAs are not r…
cs.CV2026
Visual Memory Injection Attacks for Multi-Turn Conversations
Christian Schlarmann, Matthias Hein
Generative large vision-language models (LVLMs) have recently achieved impressive performance gains, and their user base is growing rapidly. However, the security of LVLMs, in part…