{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:58:39Z","timestamp":1775627919969,"version":"3.50.1"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T00:00:00Z","timestamp":1764720000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,3]]},"DOI":"10.1109\/icmla66185.2025.00217","type":"proceedings-article","created":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T19:54:58Z","timestamp":1775591698000},"page":"1423-1429","source":"Crossref","is-referenced-by-count":0,"title":["Jailbreaking Large Vision Language Models in Intelligent Transportation Systems"],"prefix":"10.1109","author":[{"given":"Badhan Chandra","family":"Das","sequence":"first","affiliation":[{"name":"Florida International University,Knight Foundation School of Computing and Information Sciences (KFSCIS),Miami,Florida,USA"}]},{"given":"Md Tasnim","family":"Jawad","sequence":"additional","affiliation":[{"name":"Florida International University,Knight Foundation School of Computing and Information Sciences (KFSCIS),Miami,Florida,USA"}]},{"given":"Md Jueal","family":"Mia","sequence":"additional","affiliation":[{"name":"Florida International University,Knight Foundation School of Computing and Information Sciences (KFSCIS),Miami,Florida,USA"}]},{"given":"M. Hadi","family":"Amini","sequence":"additional","affiliation":[{"name":"Florida International University,Knight Foundation School of Computing and Information Sciences (KFSCIS),Miami,Florida,USA"}]},{"given":"Yanzhao","family":"Wu","sequence":"additional","affiliation":[{"name":"Florida International University,Knight Foundation School of Computing and Information Sciences (KFSCIS),Miami,Florida,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3369699"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2024.3383473"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3589334.3645352"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.30534\/ijatcse\/2025\/031422025"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/icws67624.2025.00046"},{"key":"ref6","article-title":"Cequest: Benchmarking large language models for construction estimation","author":"Wu","year":"2025"},{"key":"ref7","article-title":"Llava-next-interleave: Tackling multi-image, video, and 3d in large multimodal models","author":"Li","year":"2024"},{"key":"ref8","article-title":"Qwen2. 5-vl technical report","author":"Bai","year":"2025"},{"key":"ref9","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford"},{"key":"ref10","article-title":"Minigpt-4: Enhancing vision-language understanding with advanced large language models","author":"Zhu","year":"2023"},{"key":"ref11","article-title":"Gpt-4o system card","author":"Hurst","year":"2024"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.52202\/075280-1516"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i22.34568"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3712001"},{"key":"ref15","article-title":"System prompt extraction attacks and defenses in large language models","author":"Das","year":"2025"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72992-8_22"},{"key":"ref17","article-title":"Jailbreaking multimodal large language models via shuffle inconsistency","author":"Zhao","year":"2025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.acl-long.74"},{"key":"ref19","article-title":"Gpt-4 technical report","author":"Achiam","year":"2023"},{"key":"ref20","article-title":"The llama 3 herd of models","author":"Grattafiori","year":"2024"},{"key":"ref21","article-title":"Gemini: a family of highly capable multimodal models","author":"Anil","year":"2023"},{"issue":"6","key":"ref22","first-page":"17","article-title":"Great, now write an article about that: The crescendo multi-turn LLM jailbreak attack","volume":"2","author":"Russinovich","year":"2024"},{"key":"ref23","article-title":"Chain of attack: a semantic-driven contextual multi-turn attacker for LLM","author":"Yang","year":"2024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2025.3528116"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW60836.2024.00101"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW67362.2025.00464"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IV55156.2024.10588373"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i7.28597"},{"key":"ref29","article-title":"Large language models for autonomous driving (llm4ad): Concept, benchmark, experiments, and challenges","author":"Cui","year":"2024"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3744352"},{"key":"ref31","article-title":"Visual adversarial attack on vision-language models for autonomous driving","author":"Zhang","year":"2024"},{"key":"ref32","article-title":"Usage policies","year":"2025"},{"key":"ref33","article-title":"stable-diffusion-v1-5\/stable-diffusion-v1-5","year":"2024"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02484"},{"key":"ref35","article-title":"Qwen3 technical report","author":"Yang","year":"2025"},{"key":"ref36","article-title":"Gpt-4o mini: advancing cost-efficient intelligence","year":"2024"},{"key":"ref37","article-title":"llava-hf\/llava-v1.6-mistral-7b-hf","author":"Face","year":"2025"},{"key":"ref38","article-title":"Qwen\/qwen2-vl-7b-instruct","year":"2024"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2025.findings-acl.1159"},{"key":"ref40","article-title":"Mrj-agent: An effective jailbreak agent for multi-round dialogue","author":"Wang","year":"2024"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ait.2025.100004"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.ait.2025.100003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW69036.2025.00058"}],"event":{"name":"2025 International Conference on Machine Learning and Applications (ICMLA)","location":"Boca Raton, FL, USA","start":{"date-parts":[[2025,12,3]]},"end":{"date-parts":[[2025,12,5]]}},"container-title":["2025 International Conference on Machine Learning and Applications (ICMLA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11471302\/11471304\/11471319.pdf?arnumber=11471319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T05:18:55Z","timestamp":1775625535000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11471319\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,3]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/icmla66185.2025.00217","relation":{},"subject":[],"published":{"date-parts":[[2025,12,3]]}}}