[HTML][HTML] A survey on large language model (llm) security and privacy: The good, the bad, and the ugly

Y Yao, J Duan, K Xu, Y Cai, Z Sun, Y Zhang - High-Confidence Computing, 2024 - Elsevier
Abstract Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized
natural language understanding and generation. They possess deep language …

A review on large Language Models: Architectures, applications, taxonomies, open issues and challenges

MAK Raiaan, MSH Mukta, K Fatema, NM Fahad… - IEEE …, 2024 - ieeexplore.ieee.org
Large Language Models (LLMs) recently demonstrated extraordinary capability in various
natural language processing (NLP) tasks including language translation, text generation …

Drivelm: Driving with graph visual question answering

C Sima, K Renz, K Chitta, L Chen, H Zhang… - … on Computer Vision, 2024 - Springer
We study how vision-language models (VLMs) trained on web-scale data can be integrated
into end-to-end driving systems to boost generalization and enable interactivity with human …

Vision language models in autonomous driving and intelligent transportation systems

X Zhou, M Liu, BL Zagar, E Yurtsever… - ar** by integrating large language model and cartographic tools
Y Zhang, Z He, J Li, J Lin, Q Guan… - Cartography and …, 2024 - Taylor & Francis
The map** process generally involves intricate operations, such as symbol design, layout
design, and text annotation, demanding a high level of professional expertise. The high …

Driving everywhere with large language model policy adaptation

B Li, Y Wang, J Mao, B Ivanovic… - Proceedings of the …, 2024 - openaccess.thecvf.com
Adapting driving behavior to new environments customs and laws is a long-standing
problem in autonomous driving precluding the widespread deployment of autonomous …

Follow the rules: reasoning for video anomaly detection with large language models

Y Yang, K Lee, B Dariush, Y Cao, SY Lo - European Conference on …, 2024 - Springer
Abstract Video Anomaly Detection (VAD) is crucial for applications such as security
surveillance and autonomous driving. However, existing VAD methods provide little …

Real-time anomaly detection and reactive planning with large language models

R Sinha, A Elhafsi, C Agia, M Foutter… - arxiv preprint arxiv …, 2024 - arxiv.org
Foundation models, eg, large language models (LLMs), trained on internet-scale data
possess zero-shot generalization capabilities that make them a promising technology …

Large models for intelligent transportation systems and autonomous vehicles: A survey

L Gan, W Chu, G Li, X Tang, K Li - Advanced Engineering Informatics, 2024 - Elsevier
Large models are widely used in intelligent transportation systems (ITS) and autonomous
vehicles (AV) due to their excellent new capabilities such as intelligence emergence …