Man Zhang
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The paper enhances REST API fuzzing by introducing novel automated oracles that detect access policy violations and execute traditional injection attacks, successfully identifying security flaws in multiple real-world and artificial APIs.
This paper introduces MedReCo and MedReCo-VLM, a framework that enables entity-aware cross-image reasoning for medical imaging, allowing AI to compare current scans with prior studies and analogous cases based on structured clinical reports.
Papers
A Vision-language Framework for Comparative Reasoning in Radiology
Tengfei Zhang, Ziheng Zhao, Lisong Dai, Xiaoman Zhang +4 more
This paper introduces MedReCo and MedReCo-VLM, a framework that enables entity-aware cross-image reasoning for medical imaging, allowing AI to compare current scans with prior studies and analogous ca…