On the public citation graph

Deep Learning Techniques for Web-Based Attack Detection in Industry 5.0: A Novel Approach

0 signed · 101 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

1 of the 45 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1007/s00500-022-06755-z (notice 2026-02-02).

Dataset join, best-effort; this page does not check the publisher record. Retraction Watch data via Crossref Labs, used with credit; OpenCitations Index (CC0) and Meta (CC BY 4.0); dataset doi:10.7910/DVN/WT8VOA (CC BY 4.0).

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/inst.12434openalex-snapshot
Framework for Formal Verification of Machine Learning Based Complex System‐of‐Systems
inferredcites →https://doi.org/10.1007/978-3-030-52287-2_26openalex-snapshot
Cyber Security Education for Children Through Gamification: Challenges and Research Perspectives
inferredcites →https://doi.org/10.1007/978-3-319-10247-4openalex-snapshot
Data Preprocessing in Data Mining
inferredcites →https://doi.org/10.1007/s00500-022-06755-zopenalex-snapshot
RETRACTED ARTICLE: Machine health surveillance system by using deep learning sparse autoencoder
inferredcites →https://doi.org/10.1016/j.comnet.2012.12.018openalex-snapshot
On the features and challenges of security and privacy in distributed internet of things
inferredcites →https://doi.org/10.1016/j.elerap.2020.100976openalex-snapshot
Customer-oriented ranking of cyber threat intelligence service providers
inferredcites →https://doi.org/10.1016/j.future.2022.05.014openalex-snapshot
A survey of human-in-the-loop for machine learning
inferredcites →https://doi.org/10.1016/j.jksuci.2023.02.009openalex-snapshot
An empirical assessment of ensemble methods and traditional machine learning techniques for web-based attack detection in industry 5.0
inferredcites →https://doi.org/10.1016/j.jmsy.2022.02.001openalex-snapshot
Outlook on human-centric manufacturing towards Industry 5.0
inferredcites →https://doi.org/10.1016/j.jmsy.2022.09.017openalex-snapshot
Industry 5.0: Prospect and retrospect
inferredcites →https://doi.org/10.1016/j.procs.2022.12.312openalex-snapshot
Industry 5.0: The Arising of a Concept
inferredcites →https://doi.org/10.1016/j.promfg.2018.02.170openalex-snapshot
Manufacturing in the fourth industrial revolution: A positive prospect in Sustainable Manufacturing
inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot
Deep learning
inferredcites →https://doi.org/10.1080/09540091.2021.2013443openalex-snapshot
Secure medical digital twin via human-centric interaction and cyber vulnerability resilience
inferredcites →https://doi.org/10.1109/access.2018.2805680openalex-snapshot
A Survey on Security Threats and Defensive Techniques of Machine Learning: A Data Driven View
inferredcites →https://doi.org/10.1109/access.2019.2895334openalex-snapshot
Deep Learning Approach for Intelligent Intrusion Detection System
inferredcites →https://doi.org/10.1109/bigdata.2018.8622505openalex-snapshot
MPMPA: A Mitigation and Prevention Model for Social Engineering Based Phishing attacks on Facebook
inferredcites →https://doi.org/10.1109/cic48465.2019.00047openalex-snapshot
Towards an Improved Understanding of Human Factors in Cybersecurity
inferredcites →https://doi.org/10.1109/icaccs.2017.8014590openalex-snapshot
Support vector machine based intrusion detection system with reduced input features for advanced metering infrastructure of smart grid
inferredcites →https://doi.org/10.1109/icfn.2010.68openalex-snapshot
Decision Tree Applied in Web-Based Intrusion Detection System
inferredcites →https://doi.org/10.1109/iec52205.2021.9476132openalex-snapshot
A Survey on the Role of Artificial Intelligence, Machine Learning and Deep Learning for Cybersecurity Attack Detection
inferredcites →https://doi.org/10.1109/jiot.2020.3034156openalex-snapshot
Hybrid Deep Learning for Botnet Attack Detection in the Internet-of-Things Networks
inferredcites →https://doi.org/10.1109/smarttech54121.2022.00025openalex-snapshot
Are Formal Methods Applicable To Machine Learning And Artificial Intelligence?
inferredcites →https://doi.org/10.1109/tce.2023.3283704openalex-snapshot
An Explainable and Resilient Intrusion Detection System for Industry 5.0
inferredcites →https://doi.org/10.1109/tdsc.2021.3051525openalex-snapshot
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities
inferredcites →https://doi.org/10.1109/tencon50793.2020.9293811openalex-snapshot
Signature-based and Behavior-based Attack Detection with Machine Learning for Home IoT Devices
inferredcites →https://doi.org/10.1109/tifs.2019.2923577openalex-snapshot
Anomaly Detection in Real-Time Multi-Threaded Processes Using Hardware Performance Counters
inferredcites →https://doi.org/10.1109/tii.2022.3212003openalex-snapshot
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems
inferredcites →https://doi.org/10.1109/tsc.2022.3155447openalex-snapshot
AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges
inferredcites →https://doi.org/10.1126/science.abn7293openalex-snapshot
Quantum advantage in learning from experiments
inferredcites →https://doi.org/10.1145/3460427openalex-snapshot
A Comprehensive Survey of Privacy-preserving Federated Learning
inferredcites →https://doi.org/10.1155/2020/8845833openalex-snapshot
Modified Decision Tree Technique for Ransomware Detection at Runtime through API Calls
inferredcites →https://doi.org/10.1186/s42400-020-00050-wopenalex-snapshot
Review and insight on the behavioral aspects of cybersecurity
inferredcites →https://doi.org/10.1561/1900000014openalex-snapshot
Access Control for Databases: Concepts and Systems
inferredcites →https://doi.org/10.21437/interspeech.2014-80openalex-snapshot
Long short-term memory recurrent neural network architectures for large scale acoustic modeling
inferredcites →https://doi.org/10.22331/q-2022-07-20-770openalex-snapshot
Towards Quantum Advantage in Financial Market Risk using Quantum Gradient Algorithms
inferredcites →https://doi.org/10.23919/eusipco.2018.8553214openalex-snapshot
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
inferredcites →https://doi.org/10.24867/ijiem-2022-2-302openalex-snapshot
Improving Service Business of Industrial Companies Through Data: Conceptualization and Application
inferredcites →https://doi.org/10.32604/iasc.2023.038043openalex-snapshot
Mirai Botnet Attack Detection in Low-Scale Network Traffic
inferredcites →https://doi.org/10.3390/machines10100858openalex-snapshot
Secure Blockchain Middleware for Decentralized IIoT towards Industry 5.0: A Review of Architecture, Enablers, Challenges, and Directions
inferredcites →https://doi.org/10.3390/su11164371openalex-snapshot
Industry 5.0—A Human-Centric Solution
inferredcites →https://doi.org/10.34133/2022/9798679openalex-snapshot
Experimental Quantum Advantage with Quantum Coupon Collector
inferredcites →https://doi.org/10.34133/research.0134openalex-snapshot
Quantum Neural Network for Quantum Neural Computing
inferredcites →https://doi.org/10.4249/scholarpedia.1888openalex-snapshot
Recurrent neural networks
inferredcites →https://doi.org/10.6028/nist.sp.800-82r3.ipdopenalex-snapshot
Guide to Operational Technology (OT) Security

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-68256-8_6openalex-snapshot
Enhanced Security and Privacy from Industry 4.0 and 5.0 Vision
inferred← citeshttps://doi.org/10.1007/978-3-031-71426-9_14openalex-snapshot
A Novel Artificial Intelligence-Based Intrusion Detection System—NAI2DS
inferred← citeshttps://doi.org/10.1007/978-3-032-11335-1_3openalex-snapshot
AI-Driven Multilayered Cybersecurity Intelligence Framework for Critical Infrastructure Protection
inferred← citeshttps://doi.org/10.1007/978-981-96-3253-4_4openalex-snapshot
Deep Learning-Driven Attack Detection in IoT Networks: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/978-981-97-4228-8_32openalex-snapshot
Exploring the Effect of Sequence Smoothness on Machine Learning Accuracy
inferred← citeshttps://doi.org/10.1007/s00170-025-17244-6openalex-snapshot
Integrating machine intelligence and data analytics for enhanced cybersecurity in industry 4.0 manufacturing environments
inferred← citeshttps://doi.org/10.1007/s10462-026-11581-yopenalex-snapshot
Explainable artificial intelligence for web application threat detection: a systematic review
inferred← citeshttps://doi.org/10.1007/s10791-025-09678-zopenalex-snapshot
A novel integration of multi-stocked gated variant recurrent units and Kolmogorov-Arnold tuned deep training networks for anchoring the intrusion detection against computer attacks
inferred← citeshttps://doi.org/10.1007/s10791-025-09732-wopenalex-snapshot
Enhancing learning through an adaptive web-based educational search framework integrating natural language processing and machine learning techniques
inferred← citeshttps://doi.org/10.1007/s11554-024-01599-2openalex-snapshot
DCEI-RTDETR: an improved RT-DETR-based detection algorithm for data center equipment indicator lights
inferred← citeshttps://doi.org/10.1007/s12597-026-01168-0openalex-snapshot
An effective cyberattack classification in big data analytics using optimized stacked dilated convolutional gated bidirectional recurrent unit on spark architecture
inferred← citeshttps://doi.org/10.1007/s42979-024-03253-xopenalex-snapshot
A Comprehensive Review on Deep Learning Techniques on Cyber Attacks on Cyber Physical Systems
inferred← citeshttps://doi.org/10.1016/j.aej.2025.05.018openalex-snapshot
WebShield 5.0: Harnessing AI and NLP to combat web threats in Industry 5.0
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113769openalex-snapshot
Developing a hybrid circular intuitionistic fuzzy framework to assess tourism 5.0 challenges
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111433openalex-snapshot
Transformers model for DDoS attack detection: A survey
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.113404openalex-snapshot
Wide residual quantum dilated convolutional neural network for zero-day attack detection
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.126982openalex-snapshot
LLM-AE-MP: Web Attack Detection Using a Large Language Model with Autoencoder and Multilayer Perceptron
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103347openalex-snapshot
Transformers and large language models for efficient intrusion detection systems: A comprehensive survey
inferred← citeshttps://doi.org/10.1016/j.ssci.2024.106770openalex-snapshot
Advancing occupational and system safety in Industry 5.0: Effective HAZID, risk analysis frameworks, and human-AI interaction management
inferred← citeshttps://doi.org/10.1049/2024/5565950openalex-snapshot
Deep Learning in Cybersecurity: A Hybrid BERT–LSTM Network for SQL Injection Attack Detection
inferred← citeshttps://doi.org/10.1080/00207543.2025.2539307openalex-snapshot
Towards resilient product-service systems in Industry 5.0: a self-adaptive resilience management framework
inferred← citeshttps://doi.org/10.1108/jqme-12-2024-0111openalex-snapshot
Bridging the transitional gap: from Maintenance 4.0 to Maintenance 5.0
inferred← citeshttps://doi.org/10.1109/access.2024.3373697openalex-snapshot
Securing Smart Manufacturing by Integrating Anomaly Detection With Zero-Knowledge Proofs
inferred← citeshttps://doi.org/10.1109/access.2024.3474861openalex-snapshot
Exploring the Potential Network Vulnerabilities in the Smart Manufacturing Process of Industry 5.0 via the Use of Machine Learning Methods
inferred← citeshttps://doi.org/10.1109/access.2025.3538160openalex-snapshot
Blockchain-Powered Secure and Scalable Threat Intelligence System With Graph Convolutional Autoencoder and Reinforcement Learning Feedback Loop
inferred← citeshttps://doi.org/10.1109/icecit67774.2025.11451086openalex-snapshot
Securing Digital Frontiers: Assessing Cybersecurity in E-Commerce and Finance Using CyberShieldNet
inferred← citeshttps://doi.org/10.1109/iciteics64870.2025.11341476openalex-snapshot
Analyzing Deep Learning for Intrusion Detection Systems: Effectively Categorizing Threats in Cybersecurity Networks
inferred← citeshttps://doi.org/10.1109/icses63445.2024.10763149openalex-snapshot
Optimized Siamese Humboldt Squid Attention Network Architecture for Cyber-Attack Detection in IoT 4.0
inferred← citeshttps://doi.org/10.1109/jbhi.2025.3573097openalex-snapshot
Interpretable and Adaptive GAN-BiLSTM Approach for Cyber Threat Detection in IoMT-Based Healthcare 5.0
inferred← citeshttps://doi.org/10.1109/jiot.2026.3716072openalex-snapshot
EdgeAtten: Multistage Attention for IIoT Anomaly Detection, Correction, and Diagnosis
inferred← citeshttps://doi.org/10.1109/ojcoms.2025.3573194openalex-snapshot
Generative AI in Intrusion Detection Systems for Internet of Things: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1109/seb4sdg60871.2024.10629849openalex-snapshot
Exploring Deep Learning Architectures for Enhanced Cyber Threat Detection: A Survey
inferred← citeshttps://doi.org/10.1145/3664476.3670440openalex-snapshot
Comparison of Multiple Feature Selection Techniques for Machine Learning-Based Detection of IoT Attacks
inferred← citeshttps://doi.org/10.1186/s13677-025-00816-yopenalex-snapshot
Enhancing IoT communication in fog computing: a lightweight remote user authentication and key management scheme utilizing ECC
inferred← citeshttps://doi.org/10.1371/journal.pone.0312229openalex-snapshot
Research on state perception of scraper conveyor based on one-dimensional convolutional neural network
inferred← citeshttps://doi.org/10.22399/ijcesen.1737openalex-snapshot
A Novel Cognitive Multi-Label Classification Model for Social Media Data Based on Dolphin Optimized Learning and Hybrid Classification networks
inferred← citeshttps://doi.org/10.29121/shodhkosh.v5.i5.2024.5600openalex-snapshot
HYBRID INTELLIGENCE MODELS FOR MULTI-CLASS WEB ATTACK DETECTION AND PREVENTION
inferred← citeshttps://doi.org/10.29303/jppipa.v10i12.8346openalex-snapshot
Design of Realtime Web Application Firewall on Deep Learning-Based to Improve Web Application Security
inferred← citeshttps://doi.org/10.30574/wjarr.2024.21.3.0886openalex-snapshot
A survey of transmission control protocol variants
inferred← citeshttps://doi.org/10.3390/app16115220openalex-snapshot
An Adaptive Rule-Based Engine for Application-Layer Security
inferred← citeshttps://doi.org/10.3390/chemengineering9040078openalex-snapshot
Industry 5.0 and Digital Twins in the Chemical Industry: An Approach to the Golden Batch Concept
inferred← citeshttps://doi.org/10.3390/computers15060368openalex-snapshot
Deployment-Oriented Multi-Embedding Machine Learning Framework for SQL Injection Detection and Prevention in a Web Application Firewall
inferred← citeshttps://doi.org/10.3390/educsci15091096openalex-snapshot
An Innovative and Universal Teaching Model in Engineering Education to Foster Industry 5.0 Skills—EPIC Principles
inferred← citeshttps://doi.org/10.3390/electronics14050995openalex-snapshot
Towards Robust SDN Security: A Comparative Analysis of Oversampling Techniques with ML and DL Classifiers
inferred← citeshttps://doi.org/10.3390/en18195163openalex-snapshot
Evolution of Artificial Intelligence-Based OT Cybersecurity Models in Energy Infrastructures: Services, Technical Means, Facilities and Algorithms
inferred← citeshttps://doi.org/10.3390/info16121036openalex-snapshot
Explainable AI-Based Intrusion Detection Systems for Industry 5.0 and Adversarial XAI: A Systematic Review
inferred← citeshttps://doi.org/10.3390/logistics10080190openalex-snapshot
Generative Artificial Intelligence in Supply Chain: Review, Trends, and Future Directions
inferred← citeshttps://doi.org/10.3390/technologies11060161openalex-snapshot
A Comprehensive Survey of Cybersecurity Threats, Attacks, and Effective Countermeasures in Industrial Internet of Things
inferred← citeshttps://doi.org/10.3390/technologies12010008openalex-snapshot
Editorial for the Special Issue “Data Science and Big Data in Biology, Physical Science and Engineering”
inferred← citeshttps://doi.org/10.3390/technologies13010022openalex-snapshot
Bridging the Maturity Gaps in Industrial Data Science: Navigating Challenges in IoT-Driven Manufacturing
inferred← citeshttps://doi.org/10.36548/jtcsst.2024.2.003openalex-snapshot
The Role of Anomaly Detection in Industry 4.0: A Survey of Techniques and Applications
inferred← citeshttps://doi.org/10.4018/979-8-3693-2615-2.ch011openalex-snapshot
Precision Paradigm
inferred← citeshttps://doi.org/10.4018/979-8-3693-4268-8.ch002openalex-snapshot
Artificial Intelligence-Based Deep Learning Approach to Identify the Web-Based Attack
inferred← citeshttps://doi.org/10.48084/etasr.7664openalex-snapshot
Cyberatttack Detection and Classification in IIoT systems using XGBoost and Gaussian Naïve Bayes: A Comparative Study
inferred← citeshttps://doi.org/10.53759/7669/jmc202505064openalex-snapshot
Advanced Multi Class Cyber Security Attack Classification in IoT Based Wireless Sensor Networks Using Context Aware Depthwise Separable Convolutional Neural Network
inferred← citeshttps://doi.org/10.55248/gengpi.5.0224.0555openalex-snapshot
Using Machine Learning to Detect Cyber Attacks
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.