Media Synthesis and Forensics Lab

All

27 repositories

LLM-for-misinformation-research
Public
Paper list of misinformation research using (multi-modal) large language models, i.e., (M)LLMs.
fact-checking misinformation paper-list fact-verification rumor-detection fake-news-detection large-language-models
MIT License
•7•168•0•0•Updated Dec 8, 2024Dec 8, 2024
HeadRouter
Public
Python
•0•10•0•0•Updated Nov 27, 2024Nov 27, 2024
Make-Your-Anchor
Public
[CVPR 2024] Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework.
cvpr human-video-generation cvpr2024
Python
•20•337•0•0•Updated Nov 22, 2024Nov 22, 2024
Awesome-Misinfo-Video-Detection
Public
A curated list of works related to Misinformation Video Detection, as a companion material for an ACM Multimedia 2023 survey
awesome fake-news misinformation paper-list acmmm2023
8•84•0•0•Updated Nov 21, 2024Nov 21, 2024
CSCS
Public
[ACM TOG, 2024] Identity-Preserving Face Swapping via Dual Surrogate Generative Models
Python
•5•34•0•0•Updated Nov 20, 2024Nov 20, 2024
GenFEND
Public
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models, CIKM 2024.
data-generation fake-news-detection large-language-models cikm2024
Python
•0•16•1•0•Updated Oct 21, 2024Oct 21, 2024
ARG
Public
Official repository for "Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection", AAAI 2024.
fake-news-detection large-language-models chatgpt
Python
•11•70•3•0•Updated Sep 11, 2024Sep 11, 2024
GRE
Public
Generative Regional Editing (GRE) Benchmark
0•9•5•0•Updated Sep 10, 2024Sep 10, 2024
Awesome-Machine-Generated-Text
Public
Continuously updated list of related resources for generative LLMs like GPT and their analysis and detection.
awesome detection paper-list ai-generated large-language-models llm machine-generated-text chatgpt
12•202•0•0•Updated Sep 6, 2024Sep 6, 2024
FakeSV
Public
Official repository for "FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms", AAAI 2023.
dataset misinformation fake-news-detection aaai2023 fake-news-video-detection
Python
•11•113•6•0•Updated Sep 2, 2024Sep 2, 2024
U-VAP
Public
[CVPR 2024] U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation
cvpr cvpr2024
Python
•0•17•0•0•Updated Sep 1, 2024Sep 1, 2024
POGER
Public
Official Repository for "Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling", IJCAI 2024.
large-language-model machine-generated-text-detection ai-generated-text-detection ijcai2024
Python
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Apache License 2.0
•3•13•0•0•Updated Aug 15, 2024Aug 15, 2024
FakingRecipe
Public
Official Repository for "FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process", ACM MM 2024
Python
•4•23•3•0•Updated Aug 11, 2024Aug 11, 2024
News-Environment-Perception
Public
Official repository for "Zoom Out and Observe: News Environment Perception for Fake News Detection", ACL 2022.
fake-news-detection acl2022
Jupyter Notebook
•12•69•2•0•Updated May 9, 2024May 9, 2024
NewsInt
Public
1•3•0•0•Updated Jan 3, 2024Jan 3, 2024
FTT-ACL23
Public
Official repository for "Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection", ACL 2023
fake-news-detection acl2023 temporal-generalization
Python
•2•22•1•0•Updated Oct 22, 2023Oct 22, 2023
POSE
Public
This is the official repository for the code and datasets in the paper "Progressive Open Space Expansion for Open-Set Model Attribution", CVPR 2023.
Jupyter Notebook
•1•19•2•0•Updated Oct 22, 2023Oct 22, 2023
DITFEND
Public
Official repository for "Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer", COLING 2022.
Python
•1•18•2•0•Updated Oct 6, 2023Oct 6, 2023
DNA-Det
Public
This is the official repository for the code and datasets in the paper "Deepfake Network Architecture Attribution", AAAI 2022.
Python
•7•52•1•0•Updated Jul 4, 2023Jul 4, 2023
M3FEND
Public
Official repository for "Memory-Guided Multi-View Multi-Domain Fake News Detection", IEEE TKDE.
transfer-learning fake-news-detection tkde multi-domain-learning
Python
•9•54•8•0•Updated Feb 28, 2023Feb 28, 2023
Characterizing-Weibo-Multi-Domain-False-News
Public
Code and Data for "Characterizing Multi-Domain False News on Weibo and the Underlying User Effects"
Jupyter Notebook
•3•16•0•0•Updated Aug 24, 2022Aug 24, 2022
ENDEF-SIGIR2022
Public
Official repository for "Generalizing to the Future: Mitigating Entity Bias in Fake News Detection", SIGIR 2022.
fake-news-detection sigir2022
Python
•5•39•0•0•Updated May 29, 2022May 29, 2022
fake-news-detection
Public
This repo is a collection of AWESOME things about fake news detection, including papers, code, etc.
social-media code text-classification paper awesome-list rumor-detection fake-news-detection
MIT License
•23•213•0•0•Updated May 7, 2022May 7, 2022
MTM
Public
Official repository to release the code and datasets in the paper, "Article Reranking by Memory-enhanced Key Sentence Matching for Detecting Previously Fact-checked Claims", ACL-IJCNLP 2021.
pytorch fact-checking fake-news-detection acl2021
Jupyter Notebook
•1•19•0•0•Updated Dec 15, 2021Dec 15, 2021
Pref-FEND
Public
Official repository to release the code and datasets in the paper, "Integrating Pattern- and Fact-based Fake News Detection via Model Preference Learning", CIKM 2021.
pytorch fact-checking fake-news-detection cikm2021
Jupyter Notebook
•5•25•3•0•Updated Dec 8, 2021Dec 8, 2021
PDEN
Public
Progressive Domain Expansion Network for Single Domain Generalization. CVPR 2021.
Python
•5•1•0•0•Updated Jun 12, 2021Jun 12, 2021
DualEmotion
Public
This is the official repository to release the code and datasets in the paper "Mining Dual Emotion for Fake News Detection", WWW 2021.
Jupyter Notebook
•19•7•0•0•Updated Jun 9, 2021Jun 9, 2021