2 papers
cs.CR2026
MANA: Towards Efficient Mobile Ad Detection via Multimodal Agentic UI Navigation
Yizhe Zhao, Yongjian Fu, Zihao Feng +4
Mobile advertising dominates app monetization but introduces risks ranging from intrusive user experience to malware delivery. Existing detection methods rely either on static anal…
cs.LG2025
FOVA: Offline Federated Reinforcement Learning with Mixed-Quality Data
Nan Qiao, Sheng Yue, Ju Ren +1
Offline Federated Reinforcement Learning (FRL), a marriage of federated learning and offline reinforcement learning, has attracted increasing interest recently. Albeit with some ad…