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📝 深度技术 arXiv 机器学习 2026-07-03

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

移动端跑大模型怕泄露？TrustZone隔离守护模型与用户数据，兼顾性能与安全

arXiv:2603.09046v3 Announce Type: replace-cross Abstract: Device-side Large Language Models (LLMs) have witnessed explosive growth, offering higher pr…

llm 移动设备 arm trustz 安全资源隔离

📝 深度技术 arXiv 机器学习 2026-06-23

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

面向移动设备的LLM服务系统，兼顾速度与安全，通过灵活资源隔离为端侧推理提供新思路。

arXiv:2606.23370v1 Announce Type: cross Abstract: Device-side Large Language Models (LLMs) have grown explosively, offering stronger privacy and highe…

flexserve 移动端llm 资源隔离安全推理模型部署

📝 深度技术 arXiv 机器学习 2026-05-20

Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework

融合LLM与多智能体强化学习，打造弹性的云网络防御框架，有效应对虚拟化带来的安全挑战。

arXiv:2601.07122v2 Announce Type: replace-cross Abstract: While virtualization and resource pooling empower cloud networks with structural flexibility…

llm 多智能体强化学习云网络弹性网络安全资源隔离

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework

📅 日期