3 papers
cs.CL2025
Adversarial Confusion Attack: Disrupting Multimodal Large Language Models
Jakub Hoscilowicz, Artur Janicki
We introduce the Adversarial Confusion Attack, a new class of threats against multimodal large language models (MLLMs). Unlike jailbreaks or targeted misclassification, the goal is…
cs.CL2025
Large Language Models as Carriers of Hidden Messages
Jakub Hoscilowicz, Pawel Popiolek, Jan Rudkowski +2
Simple fine-tuning can embed hidden text into large language models (LLMs), which is revealed only when triggered by a specific query. Applications include LLM fingerprinting, wher…
cs.HC2024
ClickAgent: Enhancing UI Location Capabilities of Autonomous Agents
Jakub Hoscilowicz, Bartosz Maj, Bartosz Kozakiewicz +2
With the growing reliance on digital devices equipped with graphical user interfaces (GUIs), such as computers and smartphones, the need for effective automation tools has become i…