2 papers
cs.CV2025
EdgeVidSum: Real-Time Personalized Video Summarization at the Edge
Ghulam Mujtaba, Eun-Seok Ryu
EdgeVidSum is a lightweight method that generates personalized, fast-forward summaries of long-form videos directly on edge devices. The proposed approach enables real-time video s…
cs.CY2025
EdgeAIGuard: Agentic LLMs for Minor Protection in Digital Spaces
Ghulam Mujtaba, Sunder Ali Khowaja, Kapal Dev
Social media has become integral to minors' daily lives and is used for various purposes, such as making friends, exploring shared interests, and engaging in educational activities…