Application of Multi-Modal Neural Networks in Verifying the Authenticity of News Text and Images

QR Code

Application of Multi-Modal Neural Networks in Verifying the Authenticity of News Text and Images

In the digital information era, the authenticity of news media is crucial for shaping public opinion and maintaining social stability. The verification of authenticity, especially in news content rich in both text and images, has become a significant task in safeguarding online information security....

Full description

Bibliographic Details
Published in:	TRAITEMENT DU SIGNAL
Main Authors:	Li, Feng; Xu, Meiling; Rosli, Marshima Mohd
Format:	Article
Language:	English
Published:	INT INFORMATION & ENGINEERING TECHNOLOGY ASSOC 2023
Subjects:	Computer Science; Engineering
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001137494800004

Similar Items

Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques
by: Xu, et al.
Published: (2023)

A Review of Image and Text Feature Extraction Methods in Fake News Detection Tasks
by: Li F.; Rosli M.M.; Wang Y.
Published: (2024)

Visualizing stemming techniques on online news articles text analytics
by: Razmi N.A.; Zamri M.Z.; Ghazalli S.S.S.; Seman N.
Published: (2021)

Multi-Modal Fusion for Multi-Task Fuzzy Detection of Rail Anomalies
by: Liyuan Y.; Osman G.; Abdul Rahman S.; Mustapha M.F.
Published: (2024)

Eye-to-text communication via advanced optimization techniques and artificial neural networks: Review
by: Abbas M.R.; Mutlag A.H.; Gharghan S.K.; Jailani R.
Published: (2024)

Color-assisted Multi-input Convolutional Neural Network for Cancer Classification on Mammogram Images
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

Left atrial strain: A multi-modality, multi-vendor comparison study
by: Pathan F.; Zainal Abidin H.A.; Vo Q.H.; Zhou H.; D'Angelo T.; Elen E.; Negishi K.; Puntmann V.O.; Marwick T.H.; Nagel E.
Published: (2021)

Towards Personalized and Simplified Expository Texts: Pre-trained Classification and Neural Networks Co-Modeling
by: Sukiman S.A.; Azura Husin N.
Published: (2022)

Performance evaluation of generative adversarial networks for generating mugshot images from text description
by: Bahrum N.N.; Setumin S.; Othman N.A.; Maruzuki M.I.F.; Abdullah M.F.; Ani A.I.C.
Published: (2024)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Feasibility of text visualization in text steganalysis
by: Ab. Rauf R.H.; Jamal N.
Published: (2014)

A Review on Deep Convolutional Neural Network Architectures for Medical Image Segmentation
by: Awang Mustapa N.H.; Mat Som M.H.; Basaruddin K.S.; Megat Ali M.S.A.
Published: (2022)

Detection of Proliferative Diabetic Retinopathy in Fundus Images Using Convolution Neural Network
by: Abu Hassan H.; Yaakob M.; Ismail S.; Abd Rahman J.; Mat Rusni I.; Zabidi A.; Mohd Yassin I.; Md Tahir N.; Mohamad Shafie S.
Published: (2020)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
by: Sulaiman S.N.; Hassan N.A.; Isa I.S.; Abdullah M.F.; Soh Z.H.C.; Jusman Y.
Published: (2021)

A Comprehensive Analysis of a Framework for Rebalancing Imbalanced Medical Data Using an Ensemble-based Classifier
by: Edward, et al.
Published: (2024)

Comparison of Modal Parameters of a Square Steel Plate Using Finite Element Method and Operational Modal Analysis
by: Azhar, et al.
Published: (2023)

Comparison of Modal Parameters of a Square Steel Plate Using Finite Element Method and Operational Modal Analysis
by: Azhar A.S.; Kudus S.A.; Jamadin A.; Mustaffa N.K.
Published: (2023)

Application of multi-objective neural network algorithm in industrial polymerization reactors for reducing energy cost and maximising productivity
by: Rohman F.S.; Wan Alwi S.R.; Muhammad D.; Azmi A.; Manan Z.A.; Lim J.S.; Er H.A.; Termizi S.N.A.A.
Published: (2024)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: Yusof N.A.M.; Osman M.K.; Noor M.H.M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2019)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: Muhamad Sauki N.S.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Chiew Meng B.C.; Mat Nor M.B.; Chase J.G.
Published: (2023)

Data-Driven Efficient Medical Image Segmentation with Object-Oriented Deep Neural Networks
by: Fadzil A.F.A.; Ibrahim S.; Mangshor N.N.A.; Samah K.A.F.A.; Sabri N.; Md Ghani N.A.
Published: (2023)

Paddy Leaf Diseases Image Classification using Convolution Neural Network (CNN) Technique
by: Zainorzuli S.M.; Afzal Che Abdullah S.; Abidin H.Z.; Ahmat Ruslan F.
Published: (2021)

Authenticated Encryption Schemes: A Systematic Review
by: Jimale M.A.; Z'Aba M.R.; Kiah M.L.B.M.; Idris M.Y.I.; Jamil N.; Mohamad M.S.; Rohmad M.S.
Published: (2022)

Face-recognition based Attendance Authentication System
by: Azli A.M.B.M.; Mammi H.K.; Din M.M.; Abdul-Samad A.
Published: (2023)

Non-destructive watermelon ripeness determination using image processing and artificial neural network (ANN)
by: Shah Rizam M.S.B.; Farah Yasmin A.R.; Ahmad Ihsan M.Y.; Shazana K.
Published: (2009)

Biological Butterfly Characterization with Mobile System Using Convolutional Neural Network (CNN) Classify Image
by: Saedan M.A.H.; Kassim M.; Abd Aziz A.F.
Published: (2024)

Covid-19 Detection from Chest X-Ray Images using Convolutional Neural Network
by: Keram U.B.; Ramli M.A.B.M.; Kamal N.A.M.; Abas L.H.B.M.
Published: (2021)

Adaptive CAPTCHA: A CRNN-Based Text CAPTCHA Solver with Adaptive Fusion Filter Networks
by: Wan X.; Johari J.; Ruslan F.A.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Cost-effectiveness analysis of psoriasis treatment modalities in Malaysia
by: Azizam N.A.; Ismail A.; Sulong S.; Nor N.M.
Published: (2019)

THE ASSOCIATION BETWEEN FAKE NEWS AND SOCIAL MEDIA USERS’ ATTITUDE CHANGE: A STUDY ON THE INTERVENTION EFFECT OF NEWS MEDIA LITERACY
by: Cai M.; Hassan M.S.; Faizal S.B.
Published: (2024)

Fake News Detection using Naive Bayes
by: Yuslee N.S.; Abdullah N.A.S.
Published: (2021)

A new model of securing iris authentication using steganography
by: Zainal Abidin Z.; Manaf M.; Shibghatullah A.S.
Published: (2011)

Comparative study of landslides susceptibility mapping methods: Multi-Criteria Decision Making (MCDM) and Artificial Neural Network (ANN)
by: Salleh S.A.; Abd Rahman A.S.A.; Othman A.N.; Wan Mohd W.M.N.
Published: (2018)

Analytics of learning strategies: Role of course design and delivery modality
by: Matcha W.; Gašević D.; Ahmad Uzir N.; Jovanović J.; Pardo A.; Lim L.; Maldonado-Mahauad J.; Gentili S.; Pérez-Sanagustín M.; Tsai Y.-S.
Published: (2020)

Authenticating ANN-NAR and ANN-NARMA models utilizing bootstrap techniques
by: Ghani N.A.M.; Kamaruddin S.A.; Ramli N.M.; Selamat A.
Published: (2017)

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model
by: Saadon, et al.
Published: (2024)

Nonlinear multi independent variables in quantifying river bank erosion using Neural Network AutoRegressive eXogenous (NNARX) model
by: Saadon A.; Abdullah J.; Mohd Yassin I.; Muhammad N.S.; Ariffin J.
Published: (2024)