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

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

Peng Qi
Zehong Yan
W. Hsu
M. Lee
    MLLM
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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
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
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
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
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
59
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
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
111
1
0
07 Feb 2025
Multimodal Inverse Attention Network with Intrinsic Discriminant Feature Exploitation for Fake News Detection
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
55
0
0
03 Feb 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
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
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
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
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
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
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation
Jonathan Tonglet
Marie-Francine Moens
Iryna Gurevych
32
1
0
19 Aug 2024
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection?
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
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
Learning Domain-Invariant Features for Out-of-Context News Detection
Yimeng Gu
Mengqi Zhang
Ignacio Castro
Shu Wu
Gareth Tyson
32
2
0
11 Jun 2024
Correcting misinformation on social media with a large language model
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
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
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
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
Hui Liu
Wenya Wang
Haoru Li
Haoliang Li
33
3
0
12 Feb 2024
Multimodal Foundation Models: From Specialists to General-Purpose Assistants
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
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
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