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MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots
Author / Creator:Deng, Gelei ; Liu, Yi ; Li, Yuekang ; Wang, Kailong ; Zhang, Ying ; Li, Zefeng ; Wang, Haoyu ; Zhang, Tianwei ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models
Author / Creator:Xu, Zihao ; Liu, Yi ; Deng, Gelei ; Li, Yuekang ; Picek, Stjepan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-05
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Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
Author / Creator:Cui, Chenhang ; Zhang, An ; Zhou, Yiyang ; Chen, Zhaorun ; Deng, Gelei ; Yao, Huaxiu ; Tat-Seng Chua
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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Efficient Detection of Toxic Prompts in Large Language Models
Author / Creator:Liu, Yi ; Yu, Junzhe ; Sun, Huijia ; Shi, Ling ; Deng, Gelei ; Chen, Yuqi ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-09
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SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing
Author / Creator:Liu, Yi ; Wang, Guanyu ; Zheng, Xinyi ; Deng, Gelei ; Wang, Kailong ; Liu, Yang ; Wang, Haoyu
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models
Author / Creator:Xu, Zihao ; Liu, Yi ; Deng, Gelei ; Wang, Kailong ; Li, Yuekang ; Shi, Ling ; Picek, Stjepan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation
Author / Creator:Li, Yuxi ; Liu, Yi ; Li, Yuekang ; Shi, Ling ; Deng, Gelei ; Chen, Shengquan ; Wang, Kailong
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-06
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Oedipus: LLM-enchanced Reasoning CAPTCHA Solver
Author / Creator:Deng, Gelei ; Ou, Haoran ; Liu, Yi ; Zhang, Jie ; Zhang, Tianwei ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-05
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Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation
Author / Creator:Liu, Yi ; Yang, Guowei ; Deng, Gelei ; Chen, Feiyue ; Chen, Yuqi ; Shi, Ling ; Zhang, Tianwei ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-02
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Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning
Author / Creator:Deng, Gelei ; Liu, Yi ; Wang, Kailong ; Li, Yuekang ; Zhang, Tianwei ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-02
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Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
Author / Creator:Cui, Chenhang ; Deng, Gelei ; Zhang, An ; Zheng, Jingnan ; Li, Yicong ; Gao, Lianli ; Zhang, Tianwei ; Tat-Seng Chua
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
Author / Creator:Tang, Kunsheng ; Zhou, Wenbo ; Zhang, Jie ; Liu, Aishan ; Deng, Gelei ; Li, Shuai ; Qi, Peigui ; Zhang, Weiming ; Zhang, Tianwei ; Yu, Nenghai
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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Image-Based Geolocation Using Large Vision-Language Models
Author / Creator:Liu, Yi ; Ding, Junchen ; Deng, Gelei ; Li, Yuekang ; Zhang, Tianwei ; Sun, Weisong ; Zheng, Yaowen ; Ge, Jingquan ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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Source Code Summarization in the Era of Large Language Models
Author / Creator:Sun, Weisong ; Miao, Yun ; Li, Yuekang ; Zhang, Hongyu ; Fang, Chunrong ; Liu, Yi ; Deng, Gelei ; Liu, Yang ; Chen, Zhenyu
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics
Author / Creator:Mayoral-Vilches, Víctor ; Deng, Gelei ; Liu, Yi ; Pinzger, Martin ; Rass, Stefan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-08
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Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection
Author / Creator:Li, Yuxi ; Liu, Yi ; Deng, Gelei ; Zhang, Ying ; Song, Wenjia ; Shi, Ling ; Wang, Kailong ; Li, Yuekang ; Liu, Yang ; Wang, Haoyu
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-04
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Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study
Author / Creator:Liu, Yi ; Deng, Gelei ; Xu, Zhengzi ; Li, Yuekang ; Zheng, Yaowen ; Zhang, Ying ; Zhao, Lida ; Zhang, Tianwei ; Wang, Kailong ; Liu, Yang
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-03
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MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation
Author / Creator:Wang, Guanyu ; Li, Yuekang ; Liu, Yi ; Deng, Gelei ; Li, Tianlin ; Xu, Guosheng ; Liu, Yang ; Wang, Haoyu ; Wang, Kailong
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-02
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SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View
Author / Creator:Xu, Yuan ; Han, Xingshuo ; Deng, Gelei ; Li, Jiwei ; Liu, Yang ; Zhang, Tianwei
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-03
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Digger: Detecting Copyright Content Mis-usage in Large Language Model Training
Author / Creator:Li, Haodong ; Deng, Gelei ; Liu, Yi ; Wang, Kailong ; Li, Yuekang ; Zhang, Tianwei ; Liu, Yang ; Xu, Guoai ; Xu, Guosheng ; Wang, Haoyu
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-01
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MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

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A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models

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Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment

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Efficient Detection of Toxic Prompts in Large Language Models

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SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing

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Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models

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Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation

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Oedipus: LLM-enchanced Reasoning CAPTCHA Solver

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Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation

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Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning

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Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models

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GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models

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Image-Based Geolocation Using Large Vision-Language Models

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Source Code Summarization in the Era of Large Language Models

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ExploitFlow, cyber security exploitation routes for Game Theory and AI research in robotics

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Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection

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Jailbreaking ChatGPT via Prompt Engineering: An Empirical Study

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MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation

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SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View

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Digger: Detecting Copyright Content Mis-usage in Large Language Model Training

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