Author

Kyunghan Lee

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Book Open access Aug 2026

DeepSFU: Scalable Deepfake Detection for Video Conferencing

Deepfakes have emerged as a significant threat to online communications, enabling nearly indistinguishable impersonation of executives, public figures, and trusted contacts during video calls. While state-of-the-art deepfake detection models can achieve high accuracy offline, deploying them in real-time video conferenc...

Tuan Tran, Shirin Ebadi, S. M. Hosseini et al. · Conference on Applications,... · 0 citations

#machine learning Preprint Sep 2026

mzCache: On-Device LLM Memory Management under Multitasking

On-device mobile Large Language Model (LLM) inference is gaining significant attention. However, mobile devices operate in highly dynamic multitasking environments where users frequently switch between applications. This creates memory pressure, forcing LLM memory (model weights and KV cache) to be evicted by the opera...

Hong Yu, Minsung Kim, Jongseok Park et al. · 0 citations