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Recent advances in Large Vision-Language Models (LVLMs) have showcased strong reasoning abilities across multiple modalities, achieving significant breakthroughs in various real-world applications.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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An empirical study of real-world polymorphic code injection attacks
Michalis Polychronakis, Kostas G Anagnostakis, and Evangelos P Markatos · 2009
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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The impact of regular expression denial of service (redos) in practice: an empirical study at the ecosystem scale
James C Davis, Christy A Coghlan, Francisco Servant, and Dongyoon Lee · 2018
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
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Jinze Bai, Shuai Bai, Yunfei Chu, Zeyu Cui, Kai Dang, Xiaodong Deng, Yang Fan, Wenbin Ge, Yu Han, Fei Huang, et al · 2023
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Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality, 2023
Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing · 2023
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How robust is google’s bard to adversarial image attacks?
Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, and Jun Zhu · 2023
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Quantifying and attributing the hallucination of large language models via association analysis
Li Du, Yequan Wang, Xingrun Xing, Yiqun Ya, Xiang Li, Xin Jiang, and Xuezhi Fang · 2023
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Figstep: Jailbreaking large vision-language models via typographic visual prompts
Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, and Xiaoyun Wang · 2023
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Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
Junnan Li, Dongxu Li, Silvio Savarese, and Steven Hoi · 2023
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The parallelism tradeoff: Limitations of log-precision transformers
William Merrill and Ashish Sabharwal · 2023
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Phishing attack, its detections and prevention techniques
Muhammad Nadeem, Syeda Wajiha Zahra, Muhammad Nouman Abbasi, Ali Arshad, Saman Riaz, and Waqas Ahmed · 2023
Cited alongside, same era.
Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
Cited alongside, same era.
Instructta: Instruction-tuned targeted attack for large vision-language models
Xunguang Wang, Zhenlan Ji, Pingchuan Ma, Zongjie Li, and Shuai Wang · 2023
Cited alongside, same era.
How language model hallucinations can snowball
Muru Zhang, Ofir Press, William Merrill, Alisa Liu, and Noah A Smith · 2023
Cited alongside, same era.
Politics 101 dataset, 2024
Cantoniou Pao · 2024
Closest in time.
Derail yourself: Multi-turn llm jailbreak attack through self-discovered clues
Qibing Ren, Hao Li, Dongrui Liu, Zhanxu Xie, Xiaoya Lu, Yu Qiao, Lei Sha, Junchi Yan, Lizhuang Ma, and Jing Shao · 2024
Closest in time.
Celebrity face image dataset, 2024
Vishesh Sharma · 2024
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Exploring the deceptive power of llm-generated fake news: A study of real-world detection challenges
Yanshen Sun, Jianfeng He, Limeng Cui, Shuo Lei, and Chang-Tien Lu · 2024
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Imgtrojan: Jailbreaking vision-language models with one image
Xijia Tao, Shuai Zhong, Lei Li, Qi Liu, and Lingpeng Kong · 2024
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Bo Zhao, Boya Wu, Muyang He, and Tiejun Huang · 2023
Cited alongside, same era.
Analyzing and mitigating object hallucination in large vision-language models
Yiyang Zhou, Chenhang Cui, Jaehong Yoon, Linjun Zhang, Zhun Deng, Chelsea Finn, Mohit Bansal, and Huaxiu Yao · 2023
Cited alongside, same era.
Instructblip: Towards general-purpose vision-language models with instruction tuning
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale N Fung, and Steven Hoi · 2024
Cited alongside, same era.
Art: Automatic red-teaming for text-to-image models to protect benign users
Guanlin Li, Kangjie Chen, Shudong Zhang, Jie Zhang, and Tianwei Zhang · 2024
Cited alongside, same era.
Vila: On pre-training for visual language models
Ji Lin, Hongxu Yin, Wei Ping, Pavlo Molchanov, Mohammad Shoeybi, and Song Han · 2024
Cited alongside, same era.
Leveraging multimodal features and item-level user feedback for bundle construction
Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, and Tat-Seng Chua · 2024
Cited alongside, same era.
Jailbreaking attack against multimodal large language model
Zhenxing Niu, Haodong Ren, Xinbo Gao, Gang Hua, and Rong Jin · 2024
Cited alongside, same era.
Gpt-4o system card, 2024
OpenAI · 2024
Cited alongside, same era.
Bypassing the safety training of open-source llms with priming attacks
Jason Vega, Isha Chaudhary, Changming Xu, and Gagandeep Singh · 2024
Closest in time.
Mobilevlm: A vision-language model for better intra-and inter-ui understanding
Qinzhuo Wu, Weikai Xu, Wei Liu, Tao Tan, Jianfeng Liu, Ang Li, Jian Luan, Bin Wang, and Shuo Shang · 2024
Closest in time.
Seed-story: Multimodal long story generation with large language model
Shuai Yang, Yuying Ge, Yang Li, Yukang Chen, Yixiao Ge, Ying Shan, and Yingcong Chen · 2024
Closest in time.
Jailbreak vision language models via bi-modal adversarial prompt
Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, and Dacheng Tao · 2024
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Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, and Bing Qin · 2024
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Harnessing large vision and language models in agriculture: A review
Hongyan Zhu, Shuai Qin, Min Su, Chengzhi Lin, Anjie Li, and Junfeng Gao · 2024
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Adversarialeak: External information leakage attack using adversarial samples on face recognition systems
Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, and Asaf Shabtai · 2025
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