Intrusion Detection: Research, Papers and Researchers

01Research activity

Intrusion Detection research by ScholarsColab researchers

What researchers combine with Intrusion Detection

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2024 onwards): system, learning, network, deep, hybrid, machine.

02Researchers

PhD researchers working on Intrusion Detection

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.

Farah JemiliUniversity of Sousse Tunisia50 papers on this topic · 788 citationsThi-Thu-Huong LePusan National University16 papers on this topic · 1,974 citationsDr M.A.JABBARVARDHAMAN COLLEGE OF ENGINEERING12 papers on this topic · 1,382 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingAkashdeep BhardwajUPES10 papers on this topic · 99 citationsRamya ChinnasamyKongu Engineering College9 papers on this topic · 110 citationsKiran SVTU9 papers on this topic · 23 citationsMohit TiwariBharati Vidyapeeth's College of Engineering,Delhi8 papers on this topic · 94 citationsRoseline Oluwaseun OgundokunRedeemer's University Ede, Osun State7 papers on this topic · 139 citationsDr Mueen UddinUniversity of Doha for Science and Technology5 papers on this topic · 287 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingFenanirUniversity of setif 1 Algeria5 papers on this topic · 150 citationsDr. Gurpreet SinghProfessor (Computer Sc. & Engg.) & Director, Punjab Institute of Technology, Rajpura,…5 papers on this topic · 115 citationsXXiaochun ChengSwansea University4 papers on this topic · 217 citationsDr. Sakshi AroraShree Mata Vaishno Devi University4 papers on this topic · 188 citationsRRadhaKrishna KarneCMR INSTITUTE OF TECHNOLOGY4 papers on this topic · 85 citationsNeeraj SinghSenior Technical Lead4 papers on this topic · 46 citationsDr Pradip JawandhiyaDiorector, P R Pote Patil college of Engineering & Management, Amravati4 papers on this topic · 7 citationsMuhammad SaleemAssistant Professor in Computer Science3 papers on this topic · 117 citationsS KUMAR REDDY MALLIDISri Vasavi Engineering College3 papers on this topic · 83 citationsSharmila SubudhiDept. of Computer science, MSCB University3 papers on this topic · 77 citationsProf.Dr.R.UdayakumarDean Research , SRM UNIVERSITY3 papers on this topic · 30 citationsDr Ramakrishna HegdeProfessor, JSS Science and Technology University, Mysore3 papers on this topic · 4 citationsProf. (Dr.) Akhilesh A. WaooAKS University, SATNA, MP2 papers on this topic · 143 citationsMohamed MarieProf. Dr. of information systems2 papers on this topic · 80 citationsAbhishek KumarAssociate Professor2 papers on this topic · 63 citationsDr MANIKANDAN JAYAPALVIT Bhopal university2 papers on this topic · 52 citationsDr. Sriram SeshadriNirma University2 papers on this topic · 49 citationsShashi Kant DargarKalasalingam Academy of Research and Education2 papers on this topic · 46 citationsDimitrios A KarrasProf. Dimitrios A. Karras, PhD Assoc. prof. National and Kapodistrian University of…2 papers on this topic · 43 citationsUmar IslamDepartment of Artificial Intelligence, The University of Veterinary & Animal Sciences Swat,…2 papers on this topic · 37 citationsDr. Syed Hamid Hussain MadniUoSM2 papers on this topic · 29 citationsDr. V.BapujiProfessor & Head, Department of CS2 papers on this topic · 25 citationsHAMLICHComputer science2 papers on this topic · 24 citationsMuhammad Nawaz KhanAssistant Professor2 papers on this topic · 6 citationsParvatiBTU Rajasthan2 papers on this topic · 6 citationsDr Rupali MahajanVishwakarma Institute of Technology,2 papers on this topic · 5 citationsDR. MANU Y MBGS Institute of Technology-Adichunchanagiri University2 papers on this topic · 0 citationsRakesh V SAsst. Professor2 papers on this topic · 0 citationsHannu TenhunenKTH-Royal Institute of Technology1 paper on this topic · 107 citationsTop 2% scientist · Electrical & Electronic EngineeringP M Durai Raj VincentProfessor in VIT University1 paper on this topic · 104 citationsJoao GamaUniversity of Porto1 paper on this topic · 95 citationsBakht Sher AliUniversity of Science and Technology of China, Hefei, Anhui1 paper on this topic · 85 citationsDr. Pushpalatha NaveenkumarSri Eshwar College of Engineering, India1 paper on this topic · 75 citationsDr. Preeti RaniCCSIT, Teerthanker Mahaveer University, Moradabad1 paper on this topic · 72 citationsM. MuthurajaKONGU ENGINEERING COLLEGE1 paper on this topic · 62 citationsMaode MaQatar University1 paper on this topic · 56 citationsDr. A. SureshProfessor, School of Computing, SRM Institute of Science and Technology, SRM Nagar,…1 paper on this topic · 50 citationsUdham SinghAssociate Professor1 paper on this topic · 20 citationsBasant KumarModern College of Business and Science(Univ of Missouri,St Louis USA) Muscat1 paper on this topic · 17 citationsAmir mollanejadAssistant Professor, Department of Computer Engineering, Islamic Azad University, Aras International Branch,…1 paper on this topic · 16 citationssubodh pandaprofessor,pragati engineering college1 paper on this topic · 11 citationsDr. VishalLovely Professionalm University1 paper on this topic · 10 citationsSivaram PonnusamySandip University, Nashik1 paper on this topic · 10 citationsDr N UMAPATHIJyothishmathi Institute of Technology and Science1 paper on this topic · 8 citationsRahama salmanPh.D in Computer Science1 paper on this topic · 8 citationsR S HegadiCentral University of Karnataka1 paper on this topic · 7 citationsDr. Selvakumar KSRM Institute of Science and Technology1 paper on this topic · 7 citationsDr.Vijayalkahsmi kakulapatiSreenidhi Institute of Science and Technology1 paper on this topic · 6 citationsAnitya GuptaResearch associate1 paper on this topic · 5 citationsDr. Ramesh KaitKurukshetra University1 paper on this topic · 5 citationsNarsimha ReddyData Solution Architect at Soniks consulting LLC1 paper on this topic · 4 citationsDr Anshita DhootNoida International University1 paper on this topic · 4 citationsDr. M. PrasadShri Vishnu Engineering College for Women(A), Bhimavaram1 paper on this topic · 3 citationsDr. N.MalathyAssociate Professor1 paper on this topic · 3 citationsDr. S KrishnapriyaVNR Vignana Jyothi Institute of Engineering and Technology1 paper on this topic · 3 citationsDr Udaya Kumar AddankiAnurag University1 paper on this topic · 2 citationsBaalamurugan KMGalgotias University1 paper on this topic · 2 citationsNadir Mahammedesi sba1 paper on this topic · 2 citationsDr. V. Gokula KrishnanProfessor, Department of Computer Science Engineering, Easwari Engineering College, Ramapuram, Chennai, Tamil…1 paper on this topic · 1 citationsHemalathapanimalar engineering college1 paper on this topic · 1 citationsDr. LokeshVIT Bhopal University1 paper on this topic · 1 citationsDILIP MOTWANIVidyalankar Institute of Technology, Mumbai1 paper on this topic · 1 citationsDr.Nijaguna G SVTU1 paper on this topic · 1 citationsKDr Kapil NagwanshiGuru Ghasidas Vishwavidyalay (A Central Uni), Bilaspur1 paper on this topic · 0 citationsMDr. Mallikharjuna Rao KPhD1 paper on this topic · 0 citationsAbrar FaiazBangladesh University of Engineering and Technology1 paper on this topic · 0 citationsJitendra MalviyaBarkatullah University Bhopal1 paper on this topic · 0 citationsNitin SachdevaJ C bose university of science and technology YMCA Faridabad1 paper on this topic · 0 citationsDr.K.SangeethaKONGU ENGINEERING COLLEGE1 paper on this topic · 0 citationsDr. Himanshu SharmaIILM University, Greater Noida1 paper on this topic · 0 citationsDaniel Ayodele AinaMcPherson university, Seriki Soyayo, Ogun State1 paper on this topic · 0 citationsDr Ramakrishna KolikipoguChaitanya Bharathi Institute of Technology Hyderabad1 paper on this topic · 0 citationsChris GILBERTWilliam VS Tubman University1 paper on this topic · 0 citationsShirina SamreenMajmaah University, Saudi Arabia1 paper on this topic · 0 citationsDr. Mehtab AlamAssistant Professor1 paper on this topic · 0 citationsDr.G.SaravananV.S.B Engineering college Karur1 paper on this topic · 0 citationsAditya GuptaThapar University1 paper on this topic · 0 citations

03Papers

Research papers on Intrusion Detection

1. Long short term memory recurrent neural network classifier for intrusion detection2016990 citationsThi-Thu-Huong Le
2. Random forest modeling for network intrusion detection system2016865 citationsProcedia computer scienceDr M.A.JABBAR
3. Classification and explanation for intrusion detection system based on ensemble trees and SHAP method2022247 citationsSensorsThi-Thu-Huong Le
4. An Effective Intrusion Detection Classifier using Long Short-Term Memory with Gradient Descent Optimization2017219 citationsThi-Thu-Huong Le
5. XGBoost for Imbalanced Multiclass Classification-Based Industrial Internet of Things Intrusion Detection Systems2022185 citationsThi-Thu-Huong Le
6. Research trends in network-based intrusion detection systems: A review2021145 citationsIEEE AccessDr. Sakshi Arora
7. RFAODE: A novel ensemble intrusion detection system2017135 citationsProcedia computer scienceDr M.A.JABBAR
8. Network Intrusion Detection Based on Novel Feature Selection Model and Various Recurrent Neural Networks2019134 citationsApplied SciencesThi-Thu-Huong Le
9. A framework for an adaptive intrusion detection system using Bayesian network2007126 citationsFarah Jemili
10. Intelligent intrusion detection system for apache web server empowered with machine learning approaches2022110 citationsInternational Journal of Computational and Innovative SciencesMuhammad Saleem
11. An enhanced intrusion detection system using particle swarm optimization feature extraction technique2021110 citationsProcedia computer scienceRoseline Oluwaseun Ogundokun
12. Strategizing IoT network layer security through advanced intrusion detection systems and AI-driven threat analysis2024109 citationsProf. (Dr.) Akhilesh A. Waoo
13. 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
14. A hybrid framework for intrusion detection in healthcare systems using deep learning2022104 citationsFrontiers in Public HealthP M Durai Raj Vincent
15. A Machine Learning-Based Lightweight Intrusion Detection System for the Internet of Things2019103 citationsRevue d'Intelligence ArtificielleFenanir
16. Intrusion detection and prevention system for an IoT environment2022101 citationsDigital Communications and NetworksXiaochun Cheng
17. Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks200895 citationsJoao Gama
18. ICS-IDS: application of big data analysis in AI-based intrusion detection systems to identify cyberattacks in ICS networks202485 citationsJournal of SupercomputingBakht Sher Ali
19. Signature-based Multi-Layer Distributed Intrusion Detection System using Mobile Agents201381 citationsInternational Journal of Network SecurityDr Mueen Uddin
20. Toward Enhanced Attack Detection and Explanation in Intrusion Detection System-Based IoT Environment Data202380 citationsIEEE AccessThi-Thu-Huong Le
21. Network intrusion detection using ACO-DNN model with DVFS based energy optimization in cloud framework202278 citationsSustainable Computing: Informatics and SystemsXiaochun Cheng
22. Intrusion detection based on ensemble learning for big data classification202478 citationsCluster ComputingFarah Jemili
23. Intrusion detection system201777 citationsMohit Tiwari
24. Cluster based ensemble classification for intrusion detection system201776 citationsDr M.A.JABBAR
25. An artificial intelligence approach for energy‐aware intrusion detection and secure routing in internet of things‐enabled wireless sensor networks202375 citationsConcurrency and Computation: Practice and ExperienceDr. Pushpalatha Naveenkumar
26. 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
27. Intelligent Network Intrusion Detection System using Data Mining Techniques201670 citationsDr M.A.JABBAR
28. IoT Empowered Smart Cybersecurity Framework for Intrusion Detection in Internet of Drones202370 citationsScientific ReportsDr Mueen Uddin
29. Deep learning-driven methods for network-based intrusion detection systems: A systematic review202565 citationsICT ExpressRamya Chinnasamy
30. Real-time data fusion for intrusion detection in industrial control systems based on cloud computing and big data techniques202465 citationsCluster ComputingFarah Jemili
31. Role of machine learning in intrusion detection system201862 citationsDr M.A.JABBAR
32. Network Intrusion Detection System for Feature Extraction Based on Machine Learning Techniques202362 citationsM. Muthuraja
33. A deep learning-based intrusion detection approach for mobile Ad-hoc network: R. MEDDEB et al.202361 citationsSoft ComputingFarah Jemili
34. A filter model for intrusion detection system in Vehicle Ad Hoc Networks: A hidden Markov methodology201956 citationsKnowledge-Based SystemsMaode Ma
35. An appraisal over intrusion detection systems in cloud computing security attacks202055 citationsDr M.A.JABBAR
36. Dynamic Multi Layer Signature based Intrusion Detection system Using Mobile Agents201052 citationsDr Mueen Uddin
37. A survey of DDoS Service Attacks in Collaborative Intrusion Detection System201052 citationsInternational Journal of Computer ApplicationsDr MANIKANDAN JAYAPAL
38. Investigation on intrusion detection systems (IDSs) in IoT202250 citationsInternational Journal of Emerging Trends in Engineering ResearchRadhaKrishna Karne
39. 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
40. A novel IoT intrusion detection framework using Decisive Red Fox optimization and descriptive back propagated radial basis function models202450 citationsScientific ReportsDr Mueen Uddin
41. Edge computing-based intrusion detection system for smart cities development using IoT in urban areas202050 citationsDr. A. Suresh
42. Towards unbalanced multiclass intrusion detection with hybrid sampling methods and ensemble classification202450 citationsApplied Soft ComputingThi-Thu-Huong Le
43. Anomaly based novel intrusion detection system for network traffic reduction201849 citationsAbhishek Kumar
44. Web Server Logs Preprocessing for Web Intrusion Detection.201148 citationsMohamed Marie
45. Comparative study between big data analysis techniques in intrusion detection201845 citationsBig Data and Cognitive ComputingFarah Jemili
46. Fortifying home IoT security: A framework for comprehensive examination of vulnerabilities and intrusion detection strategies for smart cities202444 citationsEgyptian Informatics JournalAkashdeep Bhardwaj
47. Implementation of a wild animal intrusion detection model based on internet of things202244 citationsShashi Kant Dargar
48. 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
49. Review of existing data sets for network intrusion detection system202039 citationsAdvances in Mathematics: Scientific JournalDr. Gurpreet Singh
50. Optimizing intrusion detection systems using parallel metric learning202339 citationsComputers and Electrical EngineeringSharmila Subudhi
51. A safe mobile agent system for distributed intrusion detection200338 citationsXiaochun Cheng
52. Application of OPTICS and ensemble learning for database intrusion detection202236 citationsJournal of King Saud University - Computer and Information SciencesSharmila Subudhi
53. AI-enhanced intrusion detection in smart renewable energy grids: A novel industry 4.0 cyber threat management approach202536 citationsInternational Journal of Critical Infrastructure ProtectionUmar Islam
54. An artificial neural network technique for prediction of cyber-attack using intrusion detection system202334 citationsProf. (Dr.) Akhilesh A. Waoo
55. Intrusion Detection System to Detect DDoS Attack in Gnutella Hybrid P2P Network201334 citationsIndian Journal of Science and TechnologyDr Mueen Uddin
56. 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
57. Intelligent network intrusion detection using alternating decision trees201632 citationsIEEEDr M.A.JABBAR
58. Web anomaly misuse intrusion detection framework for SQL injection detection201232 citationsMohamed Marie
59. Intrusion detection based on graph oriented big data analytics202032 citationsProcedia computer scienceFarah Jemili
60. K nearest neighbor based model for intrusion detection system201931 citationsInt. J. Recent Technol. EngDr M.A.JABBAR
61. Robust machine learning based intrusion detection system using simple statistical techniques in feature selection202531 citationsScientific ReportsAkashdeep Bhardwaj
62. Intrusion detection in cyber-physical system using rsa blockchain technology202431 citationsMultimedia Tools and ApplicationsFarah Jemili
63. Intrusion detection system using Bayesian network and feature subset selection201730 citationsDr M.A.JABBAR
64. Applications of IoT on Intrusion Detection System with Deep Learning Analysis202228 citationsRadhaKrishna Karne
65. An optimization technique for intrusion detection of industrial control network vulnerabilities based on BP neural network202227 citationsInternational Journal of System Assurance Engineering and ManagementDimitrios A Karras
66. Optimizing intrusion detection for IoT: A systematic review of machine learning and deep learning approaches with feature selection and data balancing202527 citationsS KUMAR REDDY MALLIDI
67. Towards evaluating the robustness of deep intrusion detection models in adversarial environment201926 citationsDr. Sriram Seshadri
68. Intrusion detection based on concept drift detection and online incremental learning202526 citationsInternational Journal of Pervasive Computing and CommunicationsFarah Jemili
69. Intelligent intrusion detection based on fuzzy Big Data classification202326 citationsCluster ComputingFarah Jemili
70. Intrusion detection based on “hybrid” propagation in Bayesian networks200926 citationsFarah Jemili
71. An Efficient Intrusion Detection Solution for Cloud Computing Environments Using Integrated Machine Learning Methodologies.202425 citationsProf.Dr.R.Udayakumar
72. The Impact of PCA-Scale Improving GRU Performance for Intrusion Detection201925 citationsThi-Thu-Huong Le
73. Soft Computing and Artificial Intelligence Techniques for Intrusion Detection System201224 citationsDr. V.Bapuji
74. Enhanced intrusion detection model based on principal component analysis and variable ensemble machine learning algorithm202424 citationsIntelligent Systems with ApplicationsDr. Syed Hamid Hussain Madni
75. A Semi-supervised Deep Auto-encoder Based Intrusion Detection for IoT.202024 citationsIngenierie des Systemes d'InformationFenanir
76. Combining intrusion detection datasets using MapReduce201624 citationsFarah Jemili
77. DCNN-IDS: deep convolutional neural network based intrusion detection system201923 citationsDr. Sriram Seshadri
78. Smart intrusion detection in IoT edge computing using federated learning202323 citationsRevue d'Intelligence ArtificielleFenanir
79. Machine learning based intrusion detection for cyber-security in IoT networks202123 citationsHAMLICH
80. Distributed architecture of an intrusion detection system in industrial control systems202223 citationsFarah Jemili
81. Intrusion detection in cyber-physical layer of smart grid using intelligent loop based artificial neural network technique202122 citationsInternational Journal Of EngineeringNeeraj Singh
82. Deep learning for intrusion detection in IoT networks202522 citationsPeer-to-Peer Networking and ApplicationsFarah Jemili
83. A meta-analysis of role of network intrusion detection systems in confronting network attacks202120 citationsDr. Gurpreet Singh
84. An Innovative Secure and Privacy-Preserving Federated Learning-Based Hybrid Deep Learning Model for Intrusion Detection in Internet-Enabled Wireless Sensor Networks202420 citationsIEEE Transactions on Consumer ElectronicsUdham Singh
85. Convolutional neural network for intrusion detection using blockchain technology202420 citationsInternational Journal of Computers and ApplicationsFarah Jemili
86. Intrusion detection in wireless network of smart grid using intelligent trust-weight method202019 citationsSmart ScienceNeeraj Singh
87. Intrusion detection based on neuro-fuzzy classification201519 citationsFarah Jemili
88. Using MongoDB databases for training and combining intrusion detection datasets201718 citationsFarah Jemili
89. Effective Approach Toward Intrusion Detection and Pretention Systems in Implementing Defense in Depth201917 citationsBasant Kumar
90. 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
91. Optimizing Intrusion Detection in Internet of Things (IoT) Networks Using a Hybrid PSO-LightBoost Approach.202516 citationsInternational Journal of Intelligent Engineering and SystemsDimitrios A Karras
92. Designing of intrusion detection system using an ensemble of artificial neural network and honey badger optimization algorithm202316 citationsRamya Chinnasamy
93. 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
94. Intrusion detection based on genetic fuzzy classification system201616 citationsFarah Jemili
95. A new system to evaluate GA-based clustering algorithms in Intrusion Detection alert management system201016 citationsAmir mollanejad
96. Intrusion detection framework using efficient spectral clustering technique202014 citationsAbhishek Kumar
97. Dataset for intrusion detection in mobile ad-hoc networks201914 citationsFarah Jemili
98. An Approach to Build an Efficient Intrusion Detection Classifier201514 citationsThi-Thu-Huong Le
99. Efficient, Lightweight Cyber Intrusion Detection System for IoT Ecosystems Using MI2G Algorithm.202213 citationsComputersAkashdeep Bhardwaj
100. An Intrusion Detection Approach using Hierarchical Deep Learning-based Butterfly Optimization Algorithm in Big Data Platform202313 citationsMohit Tiwari
101. Intrusion detection system for the Internet of Things: A review201812 citationsDr M.A.JABBAR
102. A novel intelligent ensemble classifier for network intrusion detection system201612 citationsDr M.A.JABBAR
103. DIDFAST. BN: distributed intrusion detection and forecasting multiagent system using Bayesian network200612 citationsFarah Jemili
104. A prototype Multiview approach for reduction of false alarm rate in network intrusion detection system201711 citationssubodh panda
105. Empowering Intrusion Detection Systems: A Synergistic Hybrid Approach with Optimization and Deep Learning Techniques for Network Security202511 citationsInternational Arab Journal of Information TechnologyRamya Chinnasamy
106. Towards data fusion-based big data analytics for intrusion detection202311 citationsJournal of Information and TelecommunicationFarah Jemili
107. Hybrid Intrusion Detection and Prediction multiAgent System HIDPAS200911 citationsFarah Jemili
108. Analyzing Effective of Activation Functions on Recurrent Network for Intrusion Detection201611 citationsThi-Thu-Huong Le
109. An intrusion detection technique using frequency analysis for wireless sensor network202110 citationsDr. Vishal
110. Adversarial Learning for Intrusion Detection in Wireless Sensor Networks: A GAN Approach202410 citationsSivaram Ponnusamy
111. A statistical analysis on KDD Cup’99 dataset for the network intrusion detection system20199 citationsDr. Sakshi Arora
112. Deep learning-driven intrusion detection systems for smart cities-a systematic study20229 citationsRamya Chinnasamy
113. Distributed architecture of an Intrusion detection system based on cloud computing and big data techniques20189 citationsFarah Jemili
114. An elaborate comprehensive survey on recent developments in behaviour based intrusion detection systems20198 citationsDr N UMAPATHI
115. Xgboost for imbalanced multiclass classification‐based industrial internet of things intrusion detection systems. Sustainability 14 (14), 8707 (2022)20228 citationsThi-Thu-Huong Le
116. Networks Intrusion Detection Using Optimized Hybrid Network20238 citationsRahama salman
117. Applications of IoT on Intrusion Detection System with Deep Learning Analysis (July 2022)20227 citationsRadhaKrishna Karne
118. Next-Generation Protection: Leveraging Federated Learning and Blockchain for Intrusion Detection in Smart Vehicle Network20247 citationsPower System TechnologyMuhammad Saleem
119. Emerging trends in data mining for intrusion detection20127 citationsInternational Journal of Advanced Research in Computer ScienceR S Hegadi
120. PROFIDES-Profile based Intrusion Detection Approach Using Traffic Behavior over Mobile Ad Hoc Network20107 citationsInternational Journal of Computer ApplicationsDr. Selvakumar K
121. Enhancing Network Security: Intrusion Detection Systems with Hybridized CNN and DNN Algorithms20247 citationsRoseline Oluwaseun Ogundokun
122. Cyber intrusion detection system based on machine learning classification approaches20227 citationsRoseline Oluwaseun Ogundokun
123. A deep learning based intrusion detection approach for MANET20227 citationsFarah Jemili
124. A genetic-fuzzy classification approach to improve high-dimensional intrusion detection system20167 citationsFarah Jemili
125. Enhancing intrusion detection and explanations for imbalanced vehicle can network data20237 citationsThi-Thu-Huong Le
126. Intrusion detection based on big data fuzzy analytics20216 citationsOpen DataDr.Vijayalkahsmi kakulapati
127. Intrusion detection systems based on machine learning approaches: A systematic review20236 citationsRoseline Oluwaseun Ogundokun
128. A deep learning approach for intrusion detection20216 citationsFarah Jemili
129. Micord-ids: A hybrid learning system for intrusion detection system for the internet of vehicles20245 citationsAkashdeep Bhardwaj
130. Intrusion Detection System for Ad hoc Mobile Networks20115 citationsInternational Journal of Computer ApplicationsMuhammad Nawaz Khan
131. Demystifying Intrusion Detection Process using Machine Learning Techniques20245 citationsAnitya Gupta
132. Exploring machine learning strategies for intrusion detection in wireless sensor networks20245 citationsDr. Ramesh Kait
133. ExBCIL: an exemplar-based class incremental learning for intrusion detection system20255 citationsInternational Journal of Machine Learning and CyberneticsParvati
134. Intrusion detection in cluster‐based wireless sensor networks: Current issues, opportunities and future research directions20245 citationsIET Wireless Sensor SystemsDr. Syed Hamid Hussain Madni
135. Machine Learning Based Intrusion Detection System20235 citationsProf.Dr.R.Udayakumar
136. A Novel PCA-Logistic regression for intrusion detection system20225 citationsRoseline Oluwaseun Ogundokun
137. Neuro-fuzzy and genetic-fuzzy based approaches in intrusion detection: Comparative study20175 citationsFarah Jemili
138. Advancing Intrusion Detection Precision Through Analysis of Diverse Classification Algorithms20245 citationsKiran S
139. Boosting Accuracy in Intrusion Detection Systems: A Comprehensive Examination of Dimensionality Reduction and Classification Methods20245 citationsKiran S
140. Survey on hybrid data mining algorithms for intrusion detection system20184 citationsDr Pradip Jawandhiya
141. Enhancing IoT Network Security through AIDriven Intrusion Detection with Hybrid AutoencoderGAN Fusion20234 citationsDr Rupali Mahajan
142. Network intrusion detection system employing big data and intelligent learning methods20224 citationsDr. Gurpreet Singh
143. CyberShieldDL: A Hybrid Deep Learning Architecture for Robust Intrusion Detection and Cyber Threat Classification20254 citationsIndonesian Journal of Electrical Engineering and InformaticsNarsimha Reddy
144. Contextual Internet of Things Intrusion Detection: A Sliding Window Convolutional Neural Network–Gated Recurrent Unit Model Enhanced by Graph Neural Networks20254 citationsCureus JournalsRamya Chinnasamy
145. LiteRT-IDSNet: a lightweight hybrid deep learning framework for real-time intrusion detection in industrial IoT using the RT-IoT 2022 dataset20254 citationsRoseline Oluwaseun Ogundokun
146. Genetic programming support vector machine model for a wireless intrusion detection system20224 citationsDr Anshita Dhoot
147. Active intrusion detection and prediction based on temporal big data analytics20244 citationsInternational Journal of Knowledge-Based and Intelligent Engineering SystemsFarah Jemili
148. Hybrid Collaborative Intrusion Detection System Based on Blockchain & Machine Learning20234 citationsFarah Jemili
149. Elevating Intrusion Detection Precision with Multi-Classification Algorithm Analysis20244 citationsKiran S
150. Random forest based hybrid model for intrusion detection system20193 citationsInternational Journal of Recent Technology and EngineeringDr Pradip Jawandhiya
151. Enhancing Network Security: Leveraging Machine Learning for Intrusion Detection20243 citationsJ. Electrical SystemsDr. M. Prasad
152. Designing an MI-PCA based Agile Intrusion Detection System20223 citationsAkashdeep Bhardwaj
153. Designing Intelligent Intrusion Detection System for Industry 4.0 Using Feature Learning Techniques20223 citationsAkashdeep Bhardwaj
154. Devising Network Intrusion Detection System for Smart City with an Ensemble of Optimization and Deep Learning Techniques20233 citationsRamya Chinnasamy
155. Intrusion Detection System Using Machine Learning Based on NSL KDD Dataset20243 citationsDr Ramakrishna Hegde
156. Real-time intrusion detection in IIoT Stream data using window-based weighted ensemble techniques20253 citationsSN Computer ScienceDr. N.Malathy
157. Forecasting intrusion in critical power systems infrastructure using Advanced Autoregressive Moving Average (AARMA) based intrusion detection for efficacious alert system.20243 citationsNeeraj Singh
158. Enhancing intrusion detection systems with transformer models20243 citationsFarah Jemili
159. Intrusion detection based on incremental learning20233 citationsFarah Jemili
160. Ensemble learning based big data classification for intrusion detection20223 citationsFarah Jemili
161. OuajdiKorbaa." Neuro-fuzzy and genetic-fuzzy based approaches in intrusion detection: Comparative study." Software, Telecommunications and Computer Networks (SoftCOM)20173 citationsFarah Jemili
162. Filtering intrusion detection alarms Using Ant Clustering approach20153 citationsInternational Journal of Computer ApplicationsFarah Jemili
163. Comparative Study between Bayesian Network and Possibilistic Network in Intrusion Detection.20063 citationsFarah Jemili
164. Enhance Intrusion Detection by Analyzing the Behavior of Labeled and Unlabeled Classification to Obtain Better Accuracy20243 citationsKiran S
165. Improving Intrusion Detection Precision via Multi-Classification Algorithm Examination20243 citationsKiran S
166. Improving Accuracy in Network Intrusion Detection via Machine Learning Algorithms: An In-Depth Examination20243 citationsKiran S
167. Initial intrusion detection in advanced persistent threats (APT’s) using machine learning20223 citationsDr. S Krishnapriya
168. 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
169. Efficient Intrusion Detection System Using Convolutional Long Short Term Memory Network20232 citationsDr M.A.JABBAR
170. Spark-based Distributed Intelligent Network Intrusion Detection System for Unified Dataset20232 citationsDr. Gurpreet Singh
171. Exploring Machine Learning Methods for IoT Network Intrusion Detection Systems.20232 citationsJournal of Advanced ZoologyMohit Tiwari
172. Deep Learning-Based Intrusion Detection System for Internet of Things Networks for Enhancing Security Against Cyber Attacks20232 citationsMohit Tiwari
173. A Novel Survey on Intrusion Detection System and Intrusion Prevention System20192 citationsInternational Journal of Scientific and Technology ResearchBaalamurugan KM
174. Enhanced Intrusion Detection System for IoMT Devices Using Improved Human Evolutionary Optimization Algorithm and Tabular Transformers20252 citationsRamya Chinnasamy
175. Building a Secure IoT Firewall Framework Leveraging Intrusion Detection Technologies20252 citationsSustainable Materials and Technologies in VLSI and Information ProcessingShashi Kant Dargar
176. An Intrusion Detection System for Healthcare Applications using Machine Learning.20232 citationsNadir Mahammed
177. Use of OPTICS and Supervised Learning Methods for Database Intrusion Detection20172 citationsSharmila Subudhi
178. Cyber Intrusion Detection in Smart Grid Using KPCA and Novel Trust Method20212 citationsNeeraj Singh
179. A comparative Study between Ensemble Learning Techniques in Intrusion Detection Context.20232 citationsJournal Of Information Assurance And SecurityFarah Jemili
180. Big Data processing for Intrusion Detection System context: A review20192 citationsFarah Jemili
181. Lightweight CNN-Based Intrusion Detection for CAN Bus Networks20262 citationsIEEE AccessThi-Thu-Huong Le
182. Long short term memory recurrent, neural network classifier for intrusion detection, Platform Technology, and Service (PlatCon)20162 citationsThi-Thu-Huong Le
183. Enhancing Security with a Decentralized Intrusion Detection System for Sensor and Control Attacks20241 citationsDr Rupali Mahajan
184. Soft Computing Technique for Intrusion Detection System in Mobile Ad Hoc Networks20181 citationsDr. V.Bapuji
185. Distributed intrusion detection system for ad hoc mobile networks20121 citationsInternational Journal of Computer Science and Information SecurityMuhammad Nawaz Khan
186. A novel feature reduction methodology using siamese and deep forest classification for intrusion detection20221 citationsDr. V. Gokula Krishnan
187. A HYBRID APPROACH FOR INTRUSION DETECTION AND PRE VENTION IN MOBILE AD HOC NETWORKS20251 citationsJournal of Theoretical and Applied Information TechnologyHemalatha
188. Study of class incremental learning strategies for intrusion detection system20221 citationsParvati
189. Code-ids: Convolutional neural network based intrusion detection system using deep learning1 citationsDr Ramakrishna Hegde
190. Software-Defined Network-Based Intrusion Detection Blockchain-Driven Context for Industrial Internet of Things (IIoT)20241 citationsDr. Lokesh
191. Network Intrusion Detection in Big Datasets Using Spark Environment and Incremental Learning20241 citationsHAMLICH
192. Enhancing Intrusion Detection Systems with a Hybrid Deep Learning Model and Optimized Feature Composition1 citationsDILIP MOTWANI
193. Enhancing Iot Security: A Comprehensive Analysis of Intrusion Detection Systems1 citationsFarah Jemili
194. Optimizing feature selection with random reversal and adaptive Gaussian based Dung beetle optimizer for intrusion detection system in IoT20251 citationsScientific ReportsDr.Nijaguna G S
195. Federated Security Framework: A Heterogeneous Federated Learning Architecture for Privacy‐Preserving Intrusion Detection in IoT Networks20261 citationsTransactions on Emerging Telecommunications TechnologiesUmar Islam
196. Cyber Resilience in Smart Cities Using Bi-LSTM-Based Intrusion Detection System20250 citationsRadhaKrishna Karne
197. INTRUSION DETECTION SYSTEM USING ARTIFICIAL INTELLIGENCE TECHNIQUE-GENETIC ALGORITHM0 citationsDr Pradip Jawandhiya
198. Intrusion Detection System (IDS) Techniques: A0 citationsDr Pradip Jawandhiya
199. JPCAP, WINPCAP Used For Network Intrusion Detection System20110 citationsDr Kapil Nagwanshi
200. An efficient CNN-based approach for automated animal intrusion detection20250 citationsDr. Mallikharjuna Rao K
201. Intrusion Detection Using Convolutional Neural Network: A Color Mapping Approach on NSL-KDD Dataset20250 citationsAbrar Faiaz
202. Mastering Intrusion Detection for Cybersecurity20250 citationsAkashdeep Bhardwaj
203. Designing an MI-PCA based Agile Intrusion Detection System (No Full Text)20220 citationsAkashdeep Bhardwaj
204. Network Intrusion Detection System Using Naïve Bayes Classification Technique for Anomaly Detection20210 citationsAdvanced Smart Computing Technologies in Cybersecurity and ForensicsAkashdeep Bhardwaj
205. INTRUSION DETECTION SYSTEM USING CLOUD COMPUTING20190 citationsSystemAkashdeep Bhardwaj
206. Interpretable Federated Learning Model for Cyber Intrusion Detection in Smart Cities with Privacy-Preserving Feature Selection20250 citationsComputers, Materials and ContinuaMuhammad Saleem
207. Hybrid Deep Learning Approach for Efficient Intrusion Detection Using DCNN and BiLSTM20250 citationsDR. MANU Y M
208. Investigating the Impact of Data Imbalance on Deep Learning Models for Intrusion Detection in Cloud Environments20250 citationsDR. MANU Y M
209. Deep Learning-based Intrusion Detection System for IoT-based Blockchain System20260 citationsMohit Tiwari
210. Deep Learning-Based Intrusion Detection in CAN Bus Systems of Autonomous Vehicles20250 citationsMohit Tiwari
211. Trust-Based Intrusion Detection System for Industrial M2M Communication Networks20250 citationsMohit Tiwari
212. An Advanced design of Intrusion Detection System using Machine learning Architecture.20240 citationsMohit Tiwari
213. NEW NAÏVE BAYES CLASSIFIER FOR IMPROVE INTRUSION DETECTION SYSTEM ACCURACY20170 citationsJitendra Malviya
214. Reconfigurable Network Intrusion Detection using Content Addressable Memories20090 citationsNitin Sachdeva
215. A Naïve Performance Metric Parameter for an Intrusion Detection System Model20230 citationsDr. Sakshi Arora
216. A Hybrid Intrusion Detection System using Machine Learning.20250 citationsGrenze International Journal of Engineering & Technology (GIJET)Dr.K.Sangeetha
217. Integrating Natural Language Processing with AdaBoost, Random Forest, and Logistic Regression for an Advanced Ensemble-Based Network Intrusion Detection Model20240 citationsDr. Himanshu Sharma
218. An explainable intrusion detection system using novel Indian millipede optimization and WGAN-GP with a dynamic attention-based ensemble model20250 citationsPeerJ Computer ScienceRamya Chinnasamy
219. DeepGuard: fortifying intrusion detection with LSTM and walrus optimization for smart-cities20230 citationsRamya Chinnasamy
220. Natural Language Processing Based Intrusion Detection Interface For IoT Devices20240 citationsDr Ramakrishna Hegde
221. Dynamic Model of Intelligent Intrusion Detection System20140 citationsProf.Dr.R.Udayakumar
222. An Intelligent Intrusion Detection System for DDoS Attacks Using Deep Neural Networks0 citationsDaniel Ayodele Aina
223. Intrusion Detection in Wireless Networks Using Novel Classification Models20250 citationsDr Ramakrishna Kolikipogu
224. Intrusion Detection Traps within Live Network Environment20190 citationsXiaochun Cheng
225. Algorithmic Approaches to Intrusion Detection Systems (IDS) Using Graph Theory20250 citationsChris GILBERT
226. A Comprehensive Review of Hybrid Deep Learning Frameworks for Real-Time Intrusion Detection of IoT Networks20250 citationsNIPES JSTR SPECIAL ISSUERoseline Oluwaseun Ogundokun
227. Intrusion Detection System using machine learning: State of the Art Review20170 citationsShirina Samreen
228. Preprocessing-Enhanced Deep Learning for IoT Intrusion Detection20250 citationsFenanir
229. Energy-Aware Hierarchical Kolmogorov–Arnold Networks for TinyML-Based UAV Intrusion Detection on Microcontrollers0 citationsFenanir
230. Comprehensive analysis of intrusion detection systems for enhancing security in internet of things environments20260 citationsDiscover Applied SciencesFarah Jemili
231. Enhancing Cybersecurity with Federated Learning: A Hybrid Deep Learning Approach for Intrusion Detection Systems20250 citationsFarah Jemili
232. Enhancing Intrusion Detection with Transformers and Context-Aware GANs20250 citationsFarah Jemili
233. Hybrid Shaping with LIME and Counterfactual Explanations (DiCE) for Explainable AI in Intrusion Detection Systems20250 citationsFarah Jemili
234. Enhancing Intrusion Detection in IoT Systems Through Simulated Attack Scenarios20240 citationsFarah Jemili
235. DoS attack simulation for Intrusion Detection20230 citationsFarah Jemili
236. Comparative study between adaptative approaches for intrusion detection20230 citationsFarah Jemili
237. Towards Deep Learning and Blockchain-based Intrusion Detection System20230 citationsFarah Jemili
238. Data Fusion based on Big Data Techniques in Intrusion Detection Context20220 citationsFarah Jemili
239. A new features vector matching for big heterogeneous data in intrusion detection context20200 citationsFarah Jemili
240. DIDFAST. PN: DISTRIBUTED INTRUSION DETECTION AND FORECASTING MULTIAGENT SYSTEM USING POSSIBILISTIC NETWORK20060 citationsFarah Jemili
241. Enhanced Intrusion Detection in Iot Networks Using Multilayer Perceptron Neural Networks0 citationsFarah Jemili
242. Toward Adversarial Robustness Network Intrusion Detection Based on Multi-Model Ensemble Approach20260 citationsSensorsThi-Thu-Huong Le
243. Robust Bagging and Boosting Models for MQTT IoT Intrusion Detection Systems20240 citationsThi-Thu-Huong Le
244. Advancing Intrusion Detection Systems: a Comparative Analysis of Algorithms on the Kyoto 2015 Benchmark Dataset20250 citationsKiran S
245. A Predictive Analysis of Increasing Intrusion Detection System Accuracy Using Machine Learning Algorithms in Kyoto Dataset20250 citationsKiran S
246. Influence of Classification Algorithm in Increasing Intrusion Detection Accuracy20240 citationsKiran S
247. SECURED DATA TRANSMITTING-TWO FISH SECRET KEY DISTRIBUTION FOR INTRUSION DETECTION IN MANET20170 citationsJournal of Advanced Research in Dynamical and Control SystemsDr MANIKANDAN JAYAPAL
248. Adaptive Evolution-Inspired Algorithm for Intrusion Detection in Bioinformatics Systems20260 citationsEvolutionary BioinformaticsDr. Mehtab Alam
249. Lightweight Federated Intrusion Detection with Secure Aggregation for Healthcare IoT20260 citationsRakesh V S
250. Adaptive Deep Learning-Based Intrusion Detection and Prevention System for Encrypted Network Traffic20250 citationsRakesh V S
251. AI- Based Intrusion Detection and Response Mechanisms20260 citationsDr.G.Saravanan
252. Lightweight Blockchain-Driven Intrusion Detection for Tamper-Proof and Distributed IoT Security20250 citationsAditya Gupta

04Journals

Journals that publish Intrusion Detection research

Where our researchers published their papers on this topic, with each journal’s indexing.

*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 in that list; 10,979 researchers from 94 countries are listed in it.

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

Topics that share the most papers with Intrusion Detection in our researchers’ work:

• Intrusion Detection System (IDS)134 papers · 53 researchers
• Internet of Things (IoT)1,334 papers · 356 researchers
• Big Data228 papers · 102 researchers
• Deep Learning (DL)968 papers · 331 researchers
• Bayesian45 papers · 30 researchers
• Machine Learning (ML)1,348 papers · 424 researchers
• Short-term Memory30 papers · 20 researchers
• Federated Learning (FL)112 papers · 65 researchers
• Neural Network819 papers · 267 researchers
• Industrial IoT17 papers · 17 researchers

07Questions

Frequently asked questions