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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hao Wu

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2026

LLM-Driven Semantic Consistency Analysis for TRDP Implementations in Train Networks

To address the difficulty of detecting silent inconsistencies in Train Real-time Data Protocol implementations, we propose TRDP-Guard, an automated protocol consistency checking architecture based on large language model (LLM)-driven semantic analysis. TRDP-Guard extracts structured rules from the IEC 61375 standard, l...

Jiewei Du, Bo Ai, Yun-Long Lu et al. · 0 citations
Open access Jul 2026

Defending Against State-Inducing Spoofing Attacks in Intelligent Connected Vehicles: A Real-Time Temporal Feature Fusion Framework

As intelligent connected vehicles (ICVs) integrate advanced driver-assistance systems (ADAS) and autonomous-driving functions, CAN bus attacks have become more diverse in mechanism and safety impact. Beyond flooding or direct command injection, state-inducing spoofing attacks inject falsified CAN frames to manipulate v...

Chen Dong, Hao Wu, Cheng Li · 0 citations

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