I. Introduction  
II. Background on LLMs and ITS  
III. Smart Transportation  
IV. Machine Learning Security Solutions for Vehicular Networks  
V. Applications of Language Models in ITS  
VI. Frontier AI and Foundation Models in Intelligent Transportation  
VII. Conclusions and Future Work