PLUME: Building a Network-Native Foundation Model for Wireless Traces via Protocol-Aware Tokenization
Paper • 2603.13647 • Published • 1
network-native-foundation-models
This collection aggregates efforts to build foundation models in and around networking domain
-
-
netFound: Foundation Model for Network Security
Paper • 2310.17025 • Published • 2 -
Cisco Time Series Model Technical Report
Paper • 2511.19841 • Published • 2 -
LLMcap: Large Language Model for Unsupervised PCAP Failure Detection
Paper • 2407.06085 • Published • 1 -
NetGPT: Generative Pretrained Transformer for Network Traffic
Paper • 2304.09513 • Published • 1 -
Lens: A Knowledge-Guided Foundation Model for Network Traffic
Paper • 2402.03646 • Published • 1 -
Multimodal Wireless Foundation Models
Paper • 2511.15162 • Published • 1 -
Foundation Models for Wireless Communications: From PHY Intelligence to Network Autonomy
Paper • 2606.06239 • Published -
Large Wireless Model (LWM): A Foundation Model for Wireless Channels
Paper • 2411.08872 • Published -
APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations
Paper • 2606.11553 • Published • 1