2 papers
cs.LG2026
Contrastive Learning for Privacy Enhancements in Industrial Internet of Things
Lin Liu, Rita Machacy, Simi Kuniyilh
The Industrial Internet of Things (IIoT) integrates intelligent sensing, communication, and analytics into industrial environments, including manufacturing, energy, and critical in…
cs.LG2026
Backdoor Attacks on Multi-modal Contrastive Learning
Simi D Kuniyilh, Rita Machacy
Contrastive learning has become a leading self- supervised approach to representation learning across domains, including vision, multimodal settings, graphs, and federated learning…