SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection

5 March 2024

Papers citing "SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection"

23 / 23 papers shown

Title
Latent Multimodal Reconstruction for Misinformation Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 34 0 0 08 Apr 2025
BeMERC: Behavior-Aware MLLM-based Framework for Multimodal Emotion Recognition in Conversation Yumeng Fu Junjie Wu Zhongjie Wang Meishan Zhang Yulin Wu Bingquan Liu 44 0 0 31 Mar 2025
Safe RLHF-V: Safe Reinforcement Learning from Human Feedback in Multimodal Large Language Models Jiaming Ji X. Chen Rui Pan Han Zhu C. Zhang ... Juntao Dai Chi-Min Chan Sirui Han Yike Guo Y. Yang OffRL 74 2 0 22 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 56 0 0 19 Mar 2025
Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies Tianyi Huang Jingyuan Yi Peiyang Yu Xiaochuan Xu DeLMO 40 5 0 02 Mar 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 107 1 0 07 Feb 2025
Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection Tianlin Zhang En Yu Yi Shao Shuai Li Sujuan Hou Jiande Sun 53 0 0 03 Feb 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi W. Hsu M. Lee 39 0 0 24 Jan 2025
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection Kumud Lakara Juil Sock Christian Rupprecht Philip H. S. Torr John Collomosse Christian Schroeder de Witt Christian Schroeder de Witt 25 2 0 26 Oct 2024
ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization Jiawei Li Fanrui Zhang Jiaying Zhu Esther Sun Qiang Zhang Zheng-jun Zha MLLM 35 7 0 14 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Divya J. Bajpai M. Hanawal 31 0 0 06 Oct 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs Fengzhu Zeng Wenqian Li Wei Gao Yan Pang 32 2 0 29 Sep 2024
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation Jonathan Tonglet Marie-Francine Moens Iryna Gurevych 29 1 0 19 Aug 2024
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection? Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 43 4 0 18 Jul 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 36 11 0 13 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 29 2 0 11 Jun 2024
Correcting misinformation on social media with a large language model Xinyi Zhou Ashish Sharma Amy X. Zhang Tim Althoff KELM 36 2 0 17 Mar 2024
Multimodal Large Language Models to Support Real-World Fact-Checking Jiahui Geng Yova Kementchedjhieva Preslav Nakov Iryna Gurevych LRM 17 11 0 06 Mar 2024
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation Keyang Xuan Li Yi Fan Yang Ruochen Wu Yi Ren Fung Heng Ji 24 11 0 19 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 28 3 0 12 Feb 2024
Multimodal Foundation Models: From Specialists to General-Purpose Assistants Chunyuan Li Zhe Gan Zhengyuan Yang Jianwei Yang Linjie Li Lijuan Wang Jianfeng Gao MLLM 107 221 0 18 Sep 2023
Synthetic Misinformers: Generating and Combating Multimodal Misinformation Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 56 12 0 02 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023