An Intelligent Model for Online Recruitment Fraud Detection

Journal of Information Security

ISSN Print: 2153-1234
ISSN Online: 2153-1242
www.scirp.net/journal/jis
E-mail: [email protected]

Citations

Journals Menu

Guidelines & Policies

"An Intelligent Model for Online Recruitment Fraud Detection"
written by Bandar Alghamdi, Fahad Alharby,
published by Journal of Information Security, Vol.10 No.3, 2019

has been cited by the following article(s):

Google Scholar
CrossRef

[1]	Algorithmic Insights: Exploring AI and ML in Practical Applications
	Practical Applications of Data Processing …, 2024

[2]	Identifying fake job posting using selective features and resampling techniques
	Multimedia Tools and …, 2024

[3]	Optimization of SVM and Gradient Boosting Models Using GridSearchCV in Detecting Fake Job Postings
	MATRIK: Jurnal …, 2024

[4]	Constructing an Investment Scam Detection Model Based on Emotional Fluctuations Throughout the Investment Scam Life Cycle
	Deviant Behavior, 2024

[5]	A Novel Online Job Scam Detection of Imbalanced Data Using ML and NLP Models
	… Applications of Data …, 2024

[6]	Accurate Prediction of Unsolicited Content in Reddit Using Convolutional Neural Network and Support Vector Machine
	SPAST Reports, 2024

[7]	Fake Job Prediction Using Machine Learning
	ubiquity, 2024

[8]	Predicting Fake Job Posts Using Machine Learning Models
	Available at SSRN 4807145, 2024

[9]	Analysis of Fraud Detection Approaches in Online Payment Systems
	… International Conference on Data Science and …, 2023

[10]	PREDICTION OF FAKE JOB POST USING MACHINE LEARNING
	Journal of Engineering Sciences, 2023

[11]	앙상블 기반의 위조 탐지 알고리즘
	한국컴퓨터정보학회 학술발표논문집, 2023

[12]	Application of Iterative Machine Learning in Predicting Fake Documents in Job Applications
	Journal of Science and …, 2023

[13]	Internet Employment Detection Scam of Fake Jobs via Random Forest Classifier
	XVIII International Conference on …, 2023

[14]	Sentiment Analysis for Detecting Scammer on Social Media: A Review
	International Journal of …, 2023

[15]	Check for updates
	Report on the Development of Cruise …, 2023

[16]	ORFPPrediction: Machine Learning Based Online Recruitment Fraud Probability Prediction
	… Conference on the …, 2023

[17]	Social Networking Sites Fake Profiles Detection Using Machine Learning Techniques
	… In Technology (AJCT) ISSN-2350-1146, 2023

[18]	Prediction of Fake Job Ad using NLP-based Multilayer Perceptron
	Turkish Journal of Computer and …, 2023

[19]	MACHINE LEARNING APPROACH FOR FAKE JOB AD PREDICTION
	Turkish Journal of Computer …, 2023

[20]	An Intelligent Arabic Model for Recruitment Fraud Detection Using Machine Learning [J]
	Journal of Advances in …, 2023

[21]	Fake News Detection Using Machine Learning
	2023 International …, 2023

[22]	Prevalence of Employment Fraud in Indonesia: Highlighting Criminal Strategies and Government Efforts
	International Journal of Criminal Justice Sciences, 2023

[23]	Developing a model to detect fraudulent job postings: fake vs. real
	Int J Recent Develop Sci …, 2023

[24]	Fake News Detection Using ML and DL Approaches
	… on Circuit Power …, 2023

[25]	Online fake job advert detection application using machine learning
	J Eng Sci, 2023

[26]	The Comparison of Machine Learning Methods for Email Spam Detection
	International Conference on …, 2023

[27]	A Comparative Analysis of Emotion Detection Techniques
	Journal of Informatics Electrical and Electronics …, 2023

[28]	Online Recruitment Fraud Detection: A Machine Learning-based Model for Ghanaian Job Websites
	International Journal of Computer Applications, 2023

[29]	Predicting Online Job Recruitment Fraudulent Using Machine Learning
	Proceedings of Fourth …, 2023

[30]	Fake Job Post Prediction Using Data Mining
	Journal of Scientific Research …, 2023

[31]	An investigation of crowdsourcing methods in enhancing the machine learning approach for detecting online recruitment fraud
	International Journal of Information Management Data …, 2023

[32]	Online Fake Logo Detection System
	2023

[33]	FAKE JOB DETECTION USING MACHINE LEARNING APPROACH
	Journal of …, 2023

[34]	A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques
	PeerJ Computer Science, 2023

[35]	A Comparative Analysis of Fraudulent Recruitment Advertisement Detection Methods in the IoT Environment
	Journal of Sensors, 2022

[36]	Online Recruitment Fraud Detection: A Study on Contextual Features in Australian Job Industries
	IEEE Access, 2022

[37]	Detecting fraud job recruitment using features reflecting from real-world knowledge of fraud
	intr - CURRENT APPLIED SCIENCE …, 2022

[38]	Recruitment Scam Detection Using Gated Recurrent Unit
	2022 IEEE 10th …, 2022

[39]	Effective Identification of Spam Jobs Postings Using Employer Defined Linguistic Feature
	… Conference on AI in …, 2022

[40]	Online fake job advertisement recognition and classification using machine learning
	3 c TIC: cuadernos de desarrollo aplicados a las …, 2022

[41]	Machine Learning Techniques for True and Fake Job Posting
	ECS Transactions, 2022

[42]	A machine learning approach to detecting fraudulent job types
	AI & SOCIETY, 2022

[43]	Reveal: Online Fake Job Advert Detection Application using Machine Learning
	2022 IEEE Delhi …, 2022

[44]	ONLINE JOB SCAM DETECTION USING SMART SYSTEM
	2022

[45]	Identification of online recruitment fraud (orf) through predictive models
	Emirati Journal of Business, Economics and Social …, 2022

[46]	Detection of Online Employment Scam Through Fake Jobs Using Random Forest Classifiers
	… Journal for Research in Applied Science …, 2022

[47]	A Multi-Layer Framework for Improper User Behaviour Detection on the Web
	2022

[48]	Detection of Fake Job Postings on Online Using Convolutional Neural Network
	Journal of …, 2022

[49]	應用語言模型於線上招募詐欺偵測
	2021

[50]	Classification of Genuinity in Job Posting Using Machine Learning
	International Journal for Research in Applied Science & Engineering Technology, 2021

[51]	Recruitment Fraud: Increased opportunities for exploitation in times of uncertainty?
	Smith - Social Alternatives, 2021

[52]	Detecting online recruitment fraud by using machine learning
	2021

[53]	Detecting Fake News Over Job Posts via Bi-Directional Long Short-Term Memory (BIDLSTM)
	International Journal of Web-Based Learning …, 2021

[54]	Exploratory methods for imbalanced data classification in online recruitment fraud detection: A comparative analysis
	… 4th International Conference on Computing and …, 2021

[55]	Online recruitment fraud detection using ANN
	… Conference on Information …, 2021

[56]	Detecting online recruitment fraud using machine learning
	2021 9th International …, 2021

[57]	Artificial intelligence based Fake Job Recruitment Detection Using Machine Learning Approach
	2021

[58]	Spy the Lie: Fraudulent Jobs Detection in Recruitment Domain using Knowledge Graphs
	2021

[59]	Performance Comparison of Two Class Boosted Decision Tree snd Two Class Decision Forest Algorithms in Predicting Fake Job Postings
	2021

[60]	Ensemble Modeling on Job Scam Detection
	2021

[61]	A Comparative Study on Fake Job Post Prediction Using Different Data mining Techniques
	2021

[62]	Fake Job Detection and Analysis Using Machine Learning and Deep Learning Algorithms
	2021

[63]	Recruitment through Job Portals: A Critical Investigation of MBA Students in Pune City
	2020

[64]	Smart Fraud Detection Framework for Job Recruitments
	2020

[65]	Flood Inundation Mapping of Cempaka Tropical Cyclone Effect in Gunung Sewu Karst Landscape Using Sentinel 1
	2020

[66]	Fake Job Recruitment Detection Using Machine Learning Approach
	2020

[67]	Breast Cancer Prognosis Using Stacking Ensemble
	2020

[68]	FAKE JOB RECRUITMENT DETECTION USING MACHINE LEARNING
	JOURNAL OF CRITICAL REVIEWS, 2020

[69]	Intelligent Machine learning model to predict fake job posting


[70]	ARTIFICIAL INTELLIGENCE FOR FRAUDULENT JOB ADVERTISEMENT PREDICTION FROM EMSCAD


[71]	JOB SCAM DETECTION USING MACHINE LEARNING APPROACH


[72]	To Study the Impact of Recruitment Scam on Potential Employees


[73]	A COMPARATIVE STUDY OF FAKE JOB POSTS USING DIFFERENT DATA MINING TECHNIQUES


[74]	THE EXAMINATION AND INVESTIGATION OF DECEPTIVE EMPLOYMENT POSTS BY UTILIZATION OF DIVERSE DATA MINING METHODOLOGIES


[75]	CYBER BULLYING DETECTION USING MACHINE LEARNING AND DEEP LEARNING


[76]	Mood-Based Music Recommendation System Check for updates

[1]	Fraud-BERT: transformer based context aware online recruitment fraud detection Discover Computing, 2025 DOI:10.1007/s10791-025-09502-8

[2]	Comprehensive Detection of Fake Job Postings: Applying Advanced Data Balancing and Machine Learning Techniques to Combat Online Frauds 2025 6th International Conference on Recent Advances in Information Technology (RAIT), 2025 DOI:10.1109/RAIT65068.2025.11089425

[3]	Automated Job Post Authenticity Verification Scientia. Technology, Science and Society, 2025 DOI:10.59324/stss.2025.2(7).05

[4]	Advances in Machine Learning and Big Data Analytics II Springer Proceedings in Mathematics & Statistics, 2025 DOI:10.1007/978-3-031-51342-8_19

[5]	Multidisciplinary Advancements in Human-AI Augmentation Advances in Computational Intelligence and Robotics, 2025 DOI:10.4018/979-8-3373-1987-2.ch008

[6]	Fake job post prediction using machine learning INTERNATIONAL CONFERENCE ON GREEN COMPUTING FOR COMMUNICATION TECHNOLOGIES (ICGCCT – 2024), 2025 DOI:10.1063/5.0262457

[7]	Enhancing Online Recruitment Integrity: A Supervised NLP Approach for Fraud Detection 2024 Asian Conference on Intelligent Technologies (ACOIT), 2024 DOI:10.1109/ACOIT62457.2024.10939996

[8]	Evaluation of CNN-BiGRU and CNN-BiLSTM Model for Fake Job Post Detection: A Deep Learning Approach 2024 2nd International Conference on Emerging Trends in Engineering and Medical Sciences (ICETEMS), 2024 DOI:10.1109/ICETEMS64039.2024.10965041

[9]	An Intelligent System for Identifying Fake Job Ads Using CNN-BiGRU and CNN-BiLSTM 2024 4th International Conference on Advancement in Electronics & Communication Engineering (AECE), 2024 DOI:10.1109/AECE62803.2024.10911479

[10]	Predicting Fake Job Posts Using Machine Learning Models SSRN Electronic Journal, 2024 DOI:10.2139/ssrn.4807318

[11]	Accelerating Discoveries in Data Science and Artificial Intelligence I Springer Proceedings in Mathematics & Statistics, 2024 DOI:10.1007/978-3-031-51167-7_1

[12]	Online Recruitment Fraud (ORF) Detection Using Deep Learning Approaches IEEE Access, 2024 DOI:10.1109/ACCESS.2024.3435670

[13]	Analyzing the Performance of Novel Logistic Regression over Linear Regression Algorithms for Predicting Fake Job with Improved Accuracy 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC), 2024 DOI:10.1109/ICESC60852.2024.10690033

[14]	Internationalization of Sport Events Through Branding Opportunities Advances in Marketing, Customer Relationship Management, and E-Services, 2024 DOI:10.4018/979-8-3693-4038-7.ch015

[15]	Investigating Fake Job Descriptions with TF-IDF and Word Embeddings 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2024 DOI:10.1109/ICCCNT61001.2024.10725356

[16]	Fake Job Vacancy Detection Using Ensemble Voting Classifier 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA), 2024 DOI:10.1109/ICTIIA61827.2024.10761155

[17]	A Novel Python Based Fake Jobs Post Identification And Analysis Methodology Using Elevated Learning Strategy 2024 4th Asian Conference on Innovation in Technology (ASIANCON), 2024 DOI:10.1109/ASIANCON62057.2024.10837920

[18]	Fake Job Posting Detection International Journal of Advanced Research in Science, Communication and Technology, 2024 DOI:10.48175/IJARSCT-15950

[19]	Practical Applications of Data Processing, Algorithms, and Modeling Advances in Systems Analysis, Software Engineering, and High Performance Computing, 2024 DOI:10.4018/979-8-3693-2909-2.ch007

[20]	Predicting Fake Job Posts Using Machine Learning Models SSRN Electronic Journal, 2024 DOI:10.2139/ssrn.4807145

[21]	Online Fake Logo Detection System 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), 2023 DOI:10.1109/CSCE60160.2023.00380

[22]	A smart secured framework for detecting and averting online recruitment fraud using ensemble machine learning techniques PeerJ Computer Science, 2023 DOI:10.7717/peerj-cs.1234

[23]	Predicting Fraudulant Job Ads with Machine Learning International Journal of Advanced Research in Science, Communication and Technology, 2023 DOI:10.48175/IJARSCT-9123

[24]	An investigation of crowdsourcing methods in enhancing the machine learning approach for detecting online recruitment fraud International Journal of Information Management Data Insights, 2023 DOI:10.1016/j.jjimei.2023.100167

[25]	Fake News Detection Using Machine Learning 2023 International Conference on Computer Communication and Informatics (ICCCI), 2023 DOI:10.1109/ICCCI56745.2023.10128339

[26]	Constructing an Investment Scam Detection Model Based on Emotional Fluctuations Throughout the Investment Scam Life Cycle Deviant Behavior, 2023 DOI:10.1080/01639625.2023.2244115

[27]	Fake News Detection Using ML and DL Approaches 2023 International Conference on Circuit Power and Computing Technologies (ICCPCT), 2023 DOI:10.1109/ICCPCT58313.2023.10245398

[28]	A Comparative Study on the Prediction of Fake Job Posts using Various Data Mining Techniques International Journal of Advanced Research in Science, Communication and Technology, 2022 DOI:10.48175/IJARSCT-5733

[29]	Online Recruitment Fraud Detection: A Study on Contextual Features in Australian Job Industries IEEE Access, 2022 DOI:10.1109/ACCESS.2022.3197225

[30]	Effective Identification of Spam Jobs Postings Using Employer Defined Linguistic Feature 2022 1st International Conference on AI in Cybersecurity (ICAIC), 2022 DOI:10.1109/ICAIC53980.2022.9897059

[31]	A Comparative Analysis of Fraudulent Recruitment Advertisement Detection Methods in the IoT Environment Journal of Sensors, 2022 DOI:10.1155/2022/4583512

[32]	Recruitment Scam Detection Using Gated Recurrent Unit 2022 IEEE 10th Region 10 Humanitarian Technology Conference (R10-HTC), 2022 DOI:10.1109/R10-HTC54060.2022.9929928

[33]	Reveal: Online Fake Job Advert Detection Application using Machine Learning 2022 IEEE Delhi Section Conference (DELCON), 2022 DOI:10.1109/DELCON54057.2022.9752784

[34]	Detecting Fake News Over Job Posts via Bi-Directional Long Short-Term Memory (BIDLSTM) International Journal of Web-Based Learning and Teaching Technologies, 2021 DOI:10.4018/IJWLTT.287096

[35]	Detecting Online Recruitment Fraud Using Machine Learning 2021 9th International Conference on Information and Communication Technology (ICoICT), 2021 DOI:10.1109/ICoICT52021.2021.9527477

[36]	Online Recruitment Fraud Detection using ANN 2021 Palestinian International Conference on Information and Communication Technology (PICICT), 2021 DOI:10.1109/PICICT53635.2021.00015

[37]	A Comparative Study on Fake Job Post Prediction Using Different Data mining Techniques 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), 2021 DOI:10.1109/ICREST51555.2021.9331230

[38]	Exploratory Methods for Imbalanced Data Classification in Online Recruitment Fraud Detection: A Comparative Analysis 2021 4th International Conference on Computing and Big Data, 2021 DOI:10.1145/3507524.3507537

	[email protected]
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journal of Information Security

Journal of Information Security

Journals Menu

Guidelines & Policies

Home

About SCIRP

Service

Policies