01Research activity
Intrusion Detection System (IDS) research by ScholarsColab researchers
What researchers combine with Intrusion Detection System (IDS)
Words that appear most often in these paper titles. Tap one to see those papers.
Recent focus (2024 onwards): learning, hybrid, network, security, machine.
02Researchers
PhD researchers working on Intrusion Detection System (IDS)
Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.
03Papers
Research papers on Intrusion Detection System (IDS)
- Random forest modeling for network intrusion detection system2016865 citationsProcedia computer scienceDr M.A.JABBAR
- Classification and explanation for intrusion detection system based on ensemble trees and SHAP method2022247 citationsSensorsThi-Thu-Huong Le
- Host-based IDS: A review and open issues of an anomaly detection system in IoT2022189 citationsFuture Generation Computer SystemsJoao Gama
- XGBoost for Imbalanced Multiclass Classification-Based Industrial Internet of Things Intrusion Detection Systems2022185 citationsThi-Thu-Huong Le
- Research trends in network-based intrusion detection systems: A review2021145 citationsIEEE AccessDr. Sakshi Arora
- RFAODE: A novel ensemble intrusion detection system2017135 citationsProcedia computer scienceDr M.A.JABBAR
- A framework for an adaptive intrusion detection system using Bayesian network2007126 citationsFarah Jemili
- Intelligent intrusion detection system for apache web server empowered with machine learning approaches2022110 citationsInternational Journal of Computational and Innovative SciencesMuhammad Saleem
- An enhanced intrusion detection system using particle swarm optimization feature extraction technique2021110 citationsProcedia computer scienceRoseline Oluwaseun Ogundokun
- Strategizing IoT network layer security through advanced intrusion detection systems and AI-driven threat analysis2024109 citationsProf. (Dr.) Akhilesh A. Waoo
- An intrusion detection system for fog computing and IoT based logistic systems using a smart data approach2016107 citationsInternational Journal of Digital Content Technology and its ApplicationsHannu Tenhunen
- A Machine Learning-Based Lightweight Intrusion Detection System for the Internet of Things2019103 citationsRevue d'Intelligence ArtificielleFenanir
- ICS-IDS: application of big data analysis in AI-based intrusion detection systems to identify cyberattacks in ICS networks202485 citationsJournal of SupercomputingBakht Sher Ali
- Signature-based Multi-Layer Distributed Intrusion Detection System using Mobile Agents201381 citationsInternational Journal of Network SecurityDr Mueen Uddin
- Toward Enhanced Attack Detection and Explanation in Intrusion Detection System-Based IoT Environment Data202380 citationsIEEE AccessThi-Thu-Huong Le
- Intrusion detection system201777 citationsMohit Tiwari
- Cluster based ensemble classification for intrusion detection system201776 citationsDr M.A.JABBAR
- Comparative studied based on attack resilient and efficient protocol with intrusion detection system based on deep neural network for vehicular system security202072 citationsDr. Preeti Rani
- Intelligent Network Intrusion Detection System using Data Mining Techniques201670 citationsDr M.A.JABBAR
- Deep learning-driven methods for network-based intrusion detection systems: A systematic review202565 citationsICT ExpressRamya Chinnasamy
- Role of machine learning in intrusion detection system201862 citationsDr M.A.JABBAR
- Network Intrusion Detection System for Feature Extraction Based on Machine Learning Techniques202362 citationsM. Muthuraja
- A filter model for intrusion detection system in Vehicle Ad Hoc Networks: A hidden Markov methodology201956 citationsKnowledge-Based SystemsMaode Ma
- An appraisal over intrusion detection systems in cloud computing security attacks202055 citationsDr M.A.JABBAR
- Dynamic Multi Layer Signature based Intrusion Detection system Using Mobile Agents201052 citationsDr Mueen Uddin
- A survey of DDoS Service Attacks in Collaborative Intrusion Detection System201052 citationsInternational Journal of Computer ApplicationsDr MANIKANDAN JAYAPAL
- Investigation on intrusion detection systems (IDSs) in IoT202250 citationsInternational Journal of Emerging Trends in Engineering ResearchRadhaKrishna Karne
- iNIDS: SWOT Analysis and TOWS Inferences of State-of-the-Art NIDS solutions for the development of Intelligent Network Intrusion Detection System202250 citationsComputer CommunicationsDr. Gurpreet Singh
- Edge computing-based intrusion detection system for smart cities development using IoT in urban areas202050 citationsDr. A. Suresh
- Anomaly based novel intrusion detection system for network traffic reduction201849 citationsAbhishek Kumar
- GaDQN-IDS: A novel self-adaptive IDS for VANETs based on Bayesian game theory and deep reinforcement learning202143 citationsIEEE Transactions on Intelligent Transportation SystemsMaode Ma
- Advancements in training and deployment strategies for AI-based intrusion detection systems in IoT: a systematic literature review202540 citationsDiscover Internet of ThingsS KUMAR REDDY MALLIDI
- Review of existing data sets for network intrusion detection system202039 citationsAdvances in Mathematics: Scientific JournalDr. Gurpreet Singh
- PIGNUS: A Deep Learning model for IDS in industrial internet-of-things202339 citationsComputers and SecurityXiaochun Cheng
- Optimizing intrusion detection systems using parallel metric learning202339 citationsComputers and Electrical EngineeringSharmila Subudhi
- An artificial neural network technique for prediction of cyber-attack using intrusion detection system202334 citationsProf. (Dr.) Akhilesh A. Waoo
- Intrusion Detection System to Detect DDoS Attack in Gnutella Hybrid P2P Network201334 citationsIndian Journal of Science and TechnologyDr Mueen Uddin
- A comparative simulation of normalization methods for machine learning-based intrusion detection systems using KDD Cup’99 dataset202234 citationsJournal of Intelligent and Fuzzy SystemsDr. Sakshi Arora
- K nearest neighbor based model for intrusion detection system201931 citationsInt. J. Recent Technol. EngDr M.A.JABBAR
- Robust machine learning based intrusion detection system using simple statistical techniques in feature selection202531 citationsScientific ReportsAkashdeep Bhardwaj
- Intrusion detection system using Bayesian network and feature subset selection201730 citationsDr M.A.JABBAR
- Applications of IoT on Intrusion Detection System with Deep Learning Analysis202228 citationsRadhaKrishna Karne
- Soft Computing and Artificial Intelligence Techniques for Intrusion Detection System201224 citationsDr. V.Bapuji
- DCNN-IDS: deep convolutional neural network based intrusion detection system201923 citationsDr. Sriram Seshadri
- Distributed architecture of an intrusion detection system in industrial control systems202223 citationsFarah Jemili
- A meta-analysis of role of network intrusion detection systems in confronting network attacks202120 citationsDr. Gurpreet Singh
- Distributed deep learning approach for intrusion detection system in industrial control systems based on big data technique and transfer learning202317 citationsJournal of Information and TelecommunicationFarah Jemili
- IIoT-IDS Network using Inception CNN Model202216 citationsRadhaKrishna Karne
- Designing of intrusion detection system using an ensemble of artificial neural network and honey badger optimization algorithm202316 citationsRamya Chinnasamy
- A multi-level intrusion detection system for industrial IoT using bowerbird courtship-inspired feature selection and hybrid data balancing: SKR Mallidi et al.202516 citationsDiscover ComputingS KUMAR REDDY MALLIDI
- Efficient, Lightweight Cyber Intrusion Detection System for IoT Ecosystems Using MI2G Algorithm.202213 citationsComputersAkashdeep Bhardwaj
- Intrusion detection system for the Internet of Things: A review201812 citationsDr M.A.JABBAR
- A novel intelligent ensemble classifier for network intrusion detection system201612 citationsDr M.A.JABBAR
- Implementation of IDS for web application attack using evolutionary algorithm201712 citationsDILIP MOTWANI
- A prototype Multiview approach for reduction of false alarm rate in network intrusion detection system201711 citationssubodh panda
- Empowering Intrusion Detection Systems: A Synergistic Hybrid Approach with Optimization and Deep Learning Techniques for Network Security202511 citationsInternational Arab Journal of Information TechnologyRamya Chinnasamy
- A statistical analysis on KDD Cup’99 dataset for the network intrusion detection system20199 citationsDr. Sakshi Arora
- Deep learning-driven intrusion detection systems for smart cities-a systematic study20229 citationsRamya Chinnasamy
- Distributed architecture of an Intrusion detection system based on cloud computing and big data techniques20189 citationsFarah Jemili
- An elaborate comprehensive survey on recent developments in behaviour based intrusion detection systems20198 citationsDr N UMAPATHI
- Distributed architecture of snort IDS in cloud environment20198 citationsFarah Jemili
- Xgboost for imbalanced multiclass classification‐based industrial internet of things intrusion detection systems. Sustainability 14 (14), 8707 (2022)20228 citationsThi-Thu-Huong Le
- Applications of IoT on Intrusion Detection System with Deep Learning Analysis (July 2022)20227 citationsRadhaKrishna Karne
- YARS-IDS: a novel ids for multi-class classification20237 citationsANNAPPA
- Enhancing Network Security: Intrusion Detection Systems with Hybridized CNN and DNN Algorithms20247 citationsRoseline Oluwaseun Ogundokun
- Cyber intrusion detection system based on machine learning classification approaches20227 citationsRoseline Oluwaseun Ogundokun
- A genetic-fuzzy classification approach to improve high-dimensional intrusion detection system20167 citationsFarah Jemili
- Intrusion detection systems based on machine learning approaches: A systematic review20236 citationsRoseline Oluwaseun Ogundokun
- Micord-ids: A hybrid learning system for intrusion detection system for the internet of vehicles20245 citationsAkashdeep Bhardwaj
- Intrusion Detection System for Ad hoc Mobile Networks20115 citationsInternational Journal of Computer ApplicationsMuhammad Nawaz Khan
- ExBCIL: an exemplar-based class incremental learning for intrusion detection system20255 citationsInternational Journal of Machine Learning and CyberneticsParvati
- Machine Learning Based Intrusion Detection System20235 citationsProf.Dr.R.Udayakumar
- A Novel PCA-Logistic regression for intrusion detection system20225 citationsRoseline Oluwaseun Ogundokun
- Boosting Accuracy in Intrusion Detection Systems: A Comprehensive Examination of Dimensionality Reduction and Classification Methods20245 citationsKiran S
- Survey on hybrid data mining algorithms for intrusion detection system20184 citationsDr Pradip Jawandhiya
- Network intrusion detection system employing big data and intelligent learning methods20224 citationsDr. Gurpreet Singh
- Adaptive Security Architecture for Intelligent Vehicles Using Hybrid IDS-IRS Integration20254 citationsIAENG International Journal of Computer ScienceNarsimha Reddy
- Detection of Malicious Activities by Smart Signature-Based IDS20234 citationsRamya Chinnasamy
- An integrated IDS using ICA-based feature selection and SVM classification method20224 citationsRoseline Oluwaseun Ogundokun
- Genetic programming support vector machine model for a wireless intrusion detection system20224 citationsDr Anshita Dhoot
- Hybrid Collaborative Intrusion Detection System Based on Blockchain & Machine Learning20234 citationsFarah Jemili
- Random forest based hybrid model for intrusion detection system20193 citationsInternational Journal of Recent Technology and EngineeringDr Pradip Jawandhiya
- Designing an MI-PCA based Agile Intrusion Detection System20223 citationsAkashdeep Bhardwaj
- Designing Intelligent Intrusion Detection System for Industry 4.0 Using Feature Learning Techniques20223 citationsAkashdeep Bhardwaj
- Devising Network Intrusion Detection System for Smart City with an Ensemble of Optimization and Deep Learning Techniques20233 citationsRamya Chinnasamy
- Intrusion Detection System Using Machine Learning Based on NSL KDD Dataset20243 citationsDr Ramakrishna Hegde
- Enhancing intrusion detection systems with transformer models20243 citationsFarah Jemili
- Machine learning - powered intrusion detection system for agriculture 4.0: Securing the next generation of farming20252 citationsInternational Journal of Innovative Research and Scientific StudiesDr Udaya Kumar Addanki
- Efficient Intrusion Detection System Using Convolutional Long Short Term Memory Network20232 citationsDr M.A.JABBAR
- Spark-based Distributed Intelligent Network Intrusion Detection System for Unified Dataset20232 citationsDr. Gurpreet Singh
- Exploring Machine Learning Methods for IoT Network Intrusion Detection Systems.20232 citationsJournal of Advanced ZoologyMohit Tiwari
- Deep Learning-Based Intrusion Detection System for Internet of Things Networks for Enhancing Security Against Cyber Attacks20232 citationsMohit Tiwari
- A Novel Survey on Intrusion Detection System and Intrusion Prevention System20192 citationsInternational Journal of Scientific and Technology ResearchBaalamurugan KM
- Enhanced Intrusion Detection System for IoMT Devices Using Improved Human Evolutionary Optimization Algorithm and Tabular Transformers20252 citationsRamya Chinnasamy
- An Intrusion Detection System for Healthcare Applications using Machine Learning.20232 citationsNadir Mahammed
- Big Data processing for Intrusion Detection System context: A review20192 citationsFarah Jemili
- Enhancing Security with a Decentralized Intrusion Detection System for Sensor and Control Attacks20241 citationsDr Rupali Mahajan
- Soft Computing Technique for Intrusion Detection System in Mobile Ad Hoc Networks20181 citationsDr. V.Bapuji
- Distributed intrusion detection system for ad hoc mobile networks20121 citationsInternational Journal of Computer Science and Information SecurityMuhammad Nawaz Khan
- Study of class incremental learning strategies for intrusion detection system20221 citationsParvati
- Code-ids: Convolutional neural network based intrusion detection system using deep learning1 citationsDr Ramakrishna Hegde
- Enhancing Intrusion Detection Systems with a Hybrid Deep Learning Model and Optimized Feature Composition1 citationsDILIP MOTWANI
- Enhancing Iot Security: A Comprehensive Analysis of Intrusion Detection Systems1 citationsFarah Jemili
- Optimizing feature selection with random reversal and adaptive Gaussian based Dung beetle optimizer for intrusion detection system in IoT20251 citationsScientific ReportsDr.Nijaguna G S
- Cyber Resilience in Smart Cities Using Bi-LSTM-Based Intrusion Detection System20250 citationsRadhaKrishna Karne
- INTRUSION DETECTION SYSTEM USING ARTIFICIAL INTELLIGENCE TECHNIQUE-GENETIC ALGORITHM0 citationsDr Pradip Jawandhiya
- Intrusion Detection System (IDS) Techniques: A0 citationsDr Pradip Jawandhiya
- JPCAP, WINPCAP Used For Network Intrusion Detection System20110 citationsDr Kapil Nagwanshi
- Designing an MI-PCA based Agile Intrusion Detection System (No Full Text)20220 citationsAkashdeep Bhardwaj
- Network Intrusion Detection System Using Naïve Bayes Classification Technique for Anomaly Detection20210 citationsAdvanced Smart Computing Technologies in Cybersecurity and ForensicsAkashdeep Bhardwaj
- INTRUSION DETECTION SYSTEM USING CLOUD COMPUTING20190 citationsSystemAkashdeep Bhardwaj
- Adopting IDS for malicious Attacks on Transmission Network of Driverless Cars20160 citationsDR. MANU Y M
- Deep Learning-based Intrusion Detection System for IoT-based Blockchain System20260 citationsMohit Tiwari
- Trust-Based Intrusion Detection System for Industrial M2M Communication Networks20250 citationsMohit Tiwari
- Improvement of Secure Communication with IDS in a Decentralized Network using Deep Learning20240 citationsMohit Tiwari
- An Advanced design of Intrusion Detection System using Machine learning Architecture.20240 citationsMohit Tiwari
- NEW NAÏVE BAYES CLASSIFIER FOR IMPROVE INTRUSION DETECTION SYSTEM ACCURACY20170 citationsJitendra Malviya
- A Naïve Performance Metric Parameter for an Intrusion Detection System Model20230 citationsDr. Sakshi Arora
- A Hybrid Intrusion Detection System using Machine Learning.20250 citationsGrenze International Journal of Engineering & Technology (GIJET)Dr.K.Sangeetha
- An explainable intrusion detection system using novel Indian millipede optimization and WGAN-GP with a dynamic attention-based ensemble model20250 citationsPeerJ Computer ScienceRamya Chinnasamy
- Dynamic Model of Intelligent Intrusion Detection System20140 citationsProf.Dr.R.Udayakumar
- An Intelligent Intrusion Detection System for DDoS Attacks Using Deep Neural Networks0 citationsDaniel Ayodele Aina
- Algorithmic Approaches to Intrusion Detection Systems (IDS) Using Graph Theory20250 citationsChris GILBERT
- An Integrated IDS Using ICA-Based20220 citationsRoseline Oluwaseun Ogundokun
- Intrusion Detection System using machine learning: State of the Art Review20170 citationsShirina Samreen
- A Survey on Dual Safeguard: Ids to Enhance Security of Multitier Web Applications20160 citationsDILIP MOTWANI
- Comprehensive analysis of intrusion detection systems for enhancing security in internet of things environments20260 citationsDiscover Applied SciencesFarah Jemili
- Enhancing Cybersecurity with Federated Learning: A Hybrid Deep Learning Approach for Intrusion Detection Systems20250 citationsFarah Jemili
- Hybrid Shaping with LIME and Counterfactual Explanations (DiCE) for Explainable AI in Intrusion Detection Systems20250 citationsFarah Jemili
- Towards Deep Learning and Blockchain-based Intrusion Detection System20230 citationsFarah Jemili
- Adversarial Attack on CAN IDS leveraging multi DDQN agent20250 citationsIEEE AccessThi-Thu-Huong Le
- Robust Bagging and Boosting Models for MQTT IoT Intrusion Detection Systems20240 citationsThi-Thu-Huong Le
- Advancing Intrusion Detection Systems: a Comparative Analysis of Algorithms on the Kyoto 2015 Benchmark Dataset20250 citationsKiran S
- A Predictive Analysis of Increasing Intrusion Detection System Accuracy Using Machine Learning Algorithms in Kyoto Dataset20250 citationsKiran S
04Journals
Journals that publish Intrusion Detection System (IDS) research
Where our researchers published their papers on this topic, with each journal’s indexing.
| Journal | Indexing | Impact factor* | Papers |
|---|---|---|---|
| Procedia computer science | Not listed in our indexing lists | – | 3 |
| IEEE Access | SCIEScopusJCR 2024 | 6.50 Q1 | 3 |
| Scientific Reports | SCIEScopusJCR 2024 | 5.26 Q1 | 2 |
| International Journal of Computer Applications | Not listed in our indexing lists | – | 2 |
| International Journal of Innovative Research and Scientific Studies | Scopus | 0.79 | 1 |
| International Journal of Emerging Trends in Engineering Research | Scopus | 0.65 | 1 |
| International Journal of Recent Technology and Engineering | Scopus | 0.56 | 1 |
| Int. J. Recent Technol. Eng | Not listed in our indexing lists | – | 1 |
| Knowledge-Based Systems | SCIEScopusJCR 2024 | 6.78 Q1 | 1 |
| IEEE Transactions on Intelligent Transportation Systems | SCIEScopusJCR 2024 | 9.20 Q1 | 1 |
| Computer Communications | SCIEScopusJCR 2024 | 5.69 Q1 | 1 |
| Advances in Mathematics: Scientific Journal | Scopus | 0.17 | 1 |
| Computers | ESCIScopusJCR 2024 | 5.70 Q2 | 1 |
| Advanced Smart Computing Technologies in Cybersecurity and Forensics | Not listed in our indexing lists | – | 1 |
| System | SSCIScopusJCR 2024 | 10.6 Q1 | 1 |
*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →
05Top 2% scientists
World’s Top 2% scientists in Artificial Intelligence & Image Processing
The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Intrusion Detection System (IDS) in that list; 10,979 researchers from 94 countries are listed in it.
| Researcher | Institution | Country | World rank |
|---|---|---|---|
| Bengio, Yoshua | Montreal Institute for Learning Algorithms | Canada | 34 |
| Zadeh, Lotfi A. | University of California, Berkeley | United States | 36 |
| Hinton, Geoffrey E. | University of Toronto | Canada | 40 |
| Jain, Anil K. | Michigan State University | United States | 55 |
| Mirjalili, Seyedali | Torrens University Australia | Australia | 86 |
| Xu, Zeshui | Sichuan University | China | 110 |
| Yager, Ronald R. | Iona College | United States | 113 |
| van der Aalst, Wil M.P. | Rheinisch-Westfälische Technische Hochschule Aachen | Germany | 169 |
| Deb, Kalyanmoy | Department of Computer Science | United States | 198 |
| Schmidhuber, Jürgen U. | King Abdullah University of Science and Technology | Saudi Arabia | 230 |
| Girshick, Ross B. | Vercept | India | 297 |
| Yang, Xin She | Middlesex University | United Kingdom | 357 |
Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.
06Related topics
Topics related to Intrusion Detection System (IDS)
Topics that share the most papers with Intrusion Detection System (IDS) in our researchers’ work:
- Intrusion Detection252 papers · 86 researchers
- Internet of Things (IoT)1,334 papers · 356 researchers
- Machine Learning (ML)1,348 papers · 424 researchers
- Deep Learning (DL)968 papers · 331 researchers
- Bayesian45 papers · 30 researchers
- Big Data228 papers · 102 researchers
- Soft Computing45 papers · 41 researchers
- Random Forest63 papers · 42 researchers
- Deep Neural Network75 papers · 53 researchers
- Neural Network819 papers · 267 researchers
07Questions
Frequently asked questions
What do researchers study in Intrusion Detection System (IDS)?
In papers by ScholarsColab researchers, Intrusion Detection System (IDS) appears most often together with network, learning, machine, deep, technique, model. Work since 2024 focuses most on learning, hybrid, network, security.
Who works on Intrusion Detection System (IDS) research?
53 PhD researchers on ScholarsColab have published on Intrusion Detection System (IDS) (134 papers), including Farah Jemili, Dr M.A.JABBAR, Ramya Chinnasamy. Each has a public profile with their Google Scholar publications, and you can hire them as a mentor or for a research project.
Which journals publish Intrusion Detection System (IDS) research?
Our researchers published their Intrusion Detection System (IDS) papers in 39 journals, most often in Procedia computer science, IEEE Access, Scientific Reports, International Journal of Computer Applications. The journal table on this page shows the indexing of each one (SCIE, Scopus, ESCI).
How many research papers on Intrusion Detection System (IDS) are on ScholarsColab?
134 papers published between 2007 and 2026, cited 4,417 times in total (median 6.5 citations per paper). The list updates automatically as researchers join and publish.
Can I hire a PhD expert in Intrusion Detection System (IDS) for my thesis or paper?
Yes. Open any researcher profile on this page to see their publications, then post your project or hire them directly. For a paper you have already written, a Manuscript Audit by a reviewer in Intrusion Detection System (IDS) shows what to fix before you submit, and Journal Selection shortlists up to five journals that match it.
Need a PhD expert in Intrusion Detection System (IDS)?
Hire a researcher who has published on this topic to guide your thesis or project, or get your manuscript audited and matched to the right journal before you submit.
