Papers
1–2 of 2Research Paper·Feb 4, 2026·HealthcareB2B
Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?
Vision-language models (VLMs) have demonstrated strong performance in image geolocation, a capability further sharpened by frontier multimodal large reasoning models (MLRMs). This poses a significant ...
6.0 viability
Research Paper·Feb 2, 2026
Decoupling Generalizability and Membership Privacy Risks in Neural Networks
A deep learning model usually has to sacrifice some utilities when it acquires some other abilities or characteristics. Privacy preservation has such trade-off relationships with utilities. The loss d...
2.0 viability