An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture
R.M., Swarna Priya, Maddikunta, Praveen Kumar Reddy, M., Parimala, Koppu, Srinivas, Gadekallu, Thippa Reddy, Chowdhary, Chiranji Lal, Alazab, Mamoun·2020·Computer Communications
Cited by (470)
Items 201–300 of 470
- An Intelligent Hybrid System for Forecasting Stock and Forex Trading Signals using Optimized Recurrent FLANN and Case-Based ReasoningDwiti Krishna Bebarta, Tapan Kumar Das, Chiranji Lal Chowdhary, Xiao-Zhi Gao · 2021 · International Journal of Computational Intelligence Systems
- Presentation of Novel Hybrid Algorithm for Detection and Classification of Breast Cancer Using Growth Region Method and Probabilistic Neural NetworkZeynab Nasr Isfahani, Iman Jannat-Dastjerdi, Fatemeh Eskandari, Saeid Jafarzadeh Ghoushchi, Yaghoub Pourasad · 2021 · Computational Intelligence and Neuroscience
- Feature Selection Model Based on Gorilla Troops Optimizer for Intrusion Detection SystemsIbrahim Ahmed, Abdelghani Dahou, Samia Allaoua Chelloug, Mohammed A. A. Al‐qaness, Mohamed Abd Elaziz · 2022 · Journal of Sensors · Retracted
- Cyber Security against Intrusion Detection Using Ensemble-Based ApproachesMohammed Naif Alatawi, Najah M. Alsubaie, Habib Ullah Khan, Tariq Sadad, Hathal Salamah Alwageed, Shaukat Ali, Islam Zada · 2023 · Security and Communication Networks · Retracted
- Role of Shapley Additive Explanations and Resampling Algorithms for Contract Failure Prediction of Public–Private Partnership ProjectsKerim Koç · 2023 · Journal of Management in Engineering
- Cost-optimized cloud resource management for video streaming: ARIMA predictive approachMahmoud Darwich, Taghreed Alghamdi, Kasem Khalil, Yasser Ismail, Magdy Bayoumi · 2023 · Cluster Computing
- Predicting and mitigating cyber threats through data mining and machine learningNusrat Samia, Sajal Saha, Anwar Haque · 2024 · Computer Communications
- Occupational profiling driven by online job advertisements: Taking the data analysis and processing engineering technicians as an exampleLina Cao, Jian Zhang, Xinquan Ge, Jindong Chen · 2021 · PLoS ONE
- FogQSYM: An Industry 4.0 Analytical Model for Fog ApplicationsMeenakshisundaram Iyapparaja, Sathish Kumar T M, S. Krishnan, Chiranji Lal Chowdhary, Byungun Yoon, Saurabh Singh, Gihwan Cho · 2021 · Computers, materials & continua/Computers, materials & continua (Print)
- A hybrid learning-based genetic and grey-wolf optimizer for global optimizationAnkush Jain, Surendra Nagar, Pramod Kumar Singh, Joydip Dhar · 2022 · Soft Computing
- Secure Data Dissemination Scheme for Digital Twin Empowered Vehicular Networks in Open RANRandhir Kumar, Prabhat Kumar, Ahamed Aljuhani, Alireza Jolfaei, A.K.M. Najmul Islam, Nazeeruddin Mohammad · 2023 · IEEE Transactions on Vehicular Technology
- An effective classification using enhanced elephant herding optimization with convolution neural network for intrusion detection in IoMT architectureD. Praveena Anjelin, S. Ganesh Kumar · 2024 · Cluster Computing
- A Blockchain Based Cloud Integrated IoT Architecture Using a Hybrid DesignCh. Rupa, Gautam Srivastava, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Sweta Bhattacharya · 2021 · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
- SETUCOM: Secure and Trustworthy Context Management for Context-Aware Security and Privacy in the Internet of ThingsTidiane Sylla, Mohamed Aymen Chalouf, Francine Krief, Karim Samaké · 2021 · Security and Communication Networks
- Internet of Medical Things (IoMT) optimization for healthcare: A deep learning-based interference avoidance modelRadwa Ahmed Osman · 2024 · Computer Networks
- Comparative Analysis of Bio-Inspired Optimization Algorithms in Neural Network-Based Data Mining ClassificationMathi Murugan T., E. Baburaj · 2021 · International Journal of Swarm Intelligence Research
- Enhancing Malicious Activity Detection in IoT-Enabled Network and IoMT Systems Through Meta-Heuristic Optimization and Machine LearningSandeep Mahato, Mohammad S. Obaidat, Subrata Dutta, Debasis Giri, M. Shamim Hossain · 2024 · IEEE Internet of Things Journal
- The Improved Network Intrusion Detection Techniques Using the Feature Engineering Approach with Boosting ClassifiersHari Mohan Rai, Joon Yoo, Saurabh Agarwal · 2024 · Mathematics
- An Efficient Internet Traffic Classification System Using Deep Learning for IoTHesham A. Alhumyani, Ibrahim Alrube, Sameer Alsharif, Ashraf Afifi, Chokri Ben Amar, Hala S. El‐sayed, Osama S. Faragallah · 2021 · Computers, materials & continua/Computers, materials & continua (Print)
- IoT network security using autoencoder deep neural network and channel access algorithmS.M. Farouq Ali, Amer S. Elameer, Mustafa Musa Jaber · 2021 · Journal of Intelligent Systems
- Image classification using convolutional neural network tree ensemblesAbdul Mueed Hafiz, Ruqia Bhat, M. Hassaballah · 2022 · Multimedia Tools and Applications
- Augmenting Internet of Medical Things Security: Deep Ensemble Integration and Methodological FusionHamad Naeem, Amjad Alsirhani, Faeiz Alserhani, Farhan Ullah, Ondřej Krejcar · 2024 · Computer Modeling in Engineering & Sciences
- Obfuscated Tor Traffic Identification Based on Sliding WindowWenliang Xu, Futai Zou · 2021 · Security and Communication Networks
- Software Design and Experimental Evaluation of a Reduced AES for IoT ApplicationsMalik Qasaimeh, Raad S. Al‐Qassas, Mohammad Ababneh · 2021 · Future Internet
- Access-oblivious and Privacy-Preserving K Nearest Neighbors Classification in dual cloudsBin Xie, Tao Xiang, Xiaofeng Liao · 2021 · Computer Communications
- A novel method for credit scoring based on feature transformation and ensemble modelHongxiang Li, Ao Feng, Bin Lin, Houcheng Su, Zixi Liu, Xuliang Duan, Haibo Pu, Yifei Wang · 2021 · PeerJ Computer Science
- Malware Detection Framework Based on Iterative Neighborhood Component Analysis for Internet of Medical ThingsSantosh Kumar Smmarwar, Govind P. Gupta, Sanjay Kumar · 2024 · Communications in computer and information science
- Network security framework for Internet of medical things applications: A surveyHiba A. Tarish, Rosilah Binti Hassan, Khairul Akram Zainol Ariffin, Mustafa Musa Jaber · 2024 · Journal of Intelligent Systems
- Protein transfer learning improves identification of heat shock protein familiesSeonwoo Min, HyunGi Kim, Byunghan Lee, Sungroh Yoon · 2021 · PLoS ONE
- Threat to trust: A systematic review on Internet of medical things securityElham Ali Shammar, Xiaohui Cui, Ammar Thabit Zahary, Saeed Hamood Alsamhi, Mohammed A. A. Al‐qaness · 2025 · Journal of Parallel and Distributed Computing
- XAI-driven multi-attention DeepCRNN for enhanced cyberattack detection in internet of medical things environmentsPrashant Giridhar Shambharkar, Nikhil Sharma · 2025 · Pervasive and Mobile Computing
- CopulaGAN Boosted Random Forest based Network Intrusion Detection System for Hospital Network InfrastructureHarshini Sivakami, M Nivedhidha, Ramkumar M. P, G. S. R. Emil Selvan · 2023 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
- Social media platform-oriented topic mining and information security analysis by big data and deep convolutional neural networkChanglin Wang · 2023 · Technological Forecasting and Social Change
- Enhancing anomaly detection in WBANs using hybrid deep learning and optimization algorithmsT. Thamaraimanalan, Subramanian Ramalingam · 2025 · Neural Computing and Applications
- A Survey on Intrusion Detection Systems: Types, Datasets, Machine Learning methods for NIDS and ChallengesSupongmen Walling, Sibesh Lodh · 2022 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
- Protection of the patient data against intentional attacks using a hybrid robust watermarking codeAhmad M. Nagm, Mohammed Elwan · 2021 · PeerJ Computer Science
- An Ambient Intelligence approach to provide secure and trusted Pub/Sub messaging systems in IoT environmentsGeetanjali Rathee, Chaker Abdelaziz Kerrache, Carlos T. Calafate · 2022 · Computer Networks
- AI for IoMT security: a comprehensive survey of intrusion detection and system architecturesMohammed Yacoubi, Omar Moussaoui, Cyril Drocourt · 2026 · Internet of Things
- Deep Learning for Enhanced IoMT Security: A GNN-BiLSTM Intrusion Detection SystemYahya Rbah, Mohammed Mahfoudi, Mohammed Y. Fattah, Younes Balboul, Saïd Mazer, Moulhime Elbekkali, Benaissa Bernoussi · 2024 · International Conference on Circuit, Systems and Communication (ICCSC)
- Enhanced Multigrained Scanning-Based Deep Stacking Network for Intrusion Detection in IoMT NetworksPakarat Musikawan, Yanika Kongsorot, Phet Aimtongkham, Chakchai So–In · 2024 · IEEE Access
- Enhanced Intrusion Detection System for Remote HealthcareAyoub Si-Ahmed, Al-Garadi Mohammed Ali, Narhimène Boustia · 2022 · Lecture notes in networks and systems
- Metaheuristic algorithms in network intrusion detectionIbrahim Hayatu Hassan, Mohammed Abdullahi, Mansur Aliyu Masama · 2023 · Elsevier eBooks
- Unsupervised multi-source domain adaptation with no observable source dataHyunsik Jeon, Seongmin Lee, U Kang · 2021 · PLoS ONE
- An intelligent hybrid JAYA and crow search algorithms for optimizing constrained and unconstrained problemsKambiz Gholami, Hassan Olfat, Jafar Gholami · 2021 · Soft Computing
- Adaptation and application of the IEEE 2413-2019 standard security mechanisms to IoMT systemsAlejandro Taláminos-Barroso, Javier Reina‐Tosina, Laura M. Roa · 2022 · Measurement Sensors
- Metaheuristic assisted hybrid deep classifiers for intrusion detection: a bigdata perspectiveL. Madhuridevi, N. V. S. Sree Rathna Lakshmi · 2024 · Wireless Networks
- An adaptive cryptosystem on a Finite FieldAwnon Bhowmik, Unnikrishnan Menon · 2021 · PeerJ Computer Science
- Neural networks based domain name generationZheng Wang, Yang Guo · 2021 · Journal of Information Security and Applications
- Studi Kasus Feature Engineering Untuk Data Teks: Perbandingan Label Encoding dan One-Hot Encoding Pada Metode Linear RegresiCevi Herdian, Ahya Radhiatul Kamila, I Gusti Agung Musa Budidarma · 2024 · Technologia Jurnal Ilmiah
- Hierarchical semantic interaction-based deep hashing network for cross-modal retrievalShubai Chen, Song Wu, Li Wang · 2021 · PeerJ Computer Science
- Securing industrial communication with software-defined networkingAbhishek Savaliya, Rutvij H. Jhaveri, Qin Xin, Saad Alqithami, Sagar V. Ramani, Tariq Ahamed Ahanger · 2021 · Mathematical Biosciences & Engineering
- Multiobjectives for Optimal Geographic Routing in IoT Health Care SystemKalavagunta Aravind, Praveen Kumar Reddy Maddikunta · 2022 · Complexity
- The multisensor information fusion-based deep learning model for equipment health monitor integrating subject matter expert knowledgeJr-Fong Dang · 2024 · Journal of Intelligent Manufacturing
- EfficientTransformer: A Dynamic Anomaly Detection Model for Industrial Control NetworksJinsha Liu, Guogang Wang, Xuejun Zong, Bowei Ning, Kan He · 2025 · IEEE Access
- Optimal intrusion detection for imbalanced data using Bagging method with deep neural network optimized by flower pollination algorithmHussein Ridha Sayegh, Dong Wang, Bahaa Hussein Taher, Muhanad Mohammed Kadum, Ali Mansour Al-madani · 2025 · PeerJ Computer Science
- Dimension Reduction Technique Based on Supervised Autoencoder for Intrusion Detection of Industrial Control SystemsWang Chao, Hongri Liu, Yunxiao Sun, Yuliang Wei, Kai Wang, Bailing Wang · 2022 · Security and Communication Networks
- Anomaly Detection for Cyber Internet of Things Attacks: A Systematic ReviewLaraib Sana, Mohsin Nazir, Muddesar Iqbal, Lal Hussain, Amjad Ali · 2022 · Applied Artificial Intelligence
- Edge Intelligence Based Mitigation of False Data Injection Attack In IoMT FrameworkSainath Reddy Sankepally, Nishoak Kosaraju, Vishwambhar Reddy, U. Venkanna · 2022 · OITS International Conference on Information Technology (OCIT)
- Superpixel attention guided network for accurate and real-time salient object detectionZhiheng Zhou, Yongfan Guo, Junchu Huang, Ming Dai, Ming Deng, Qingjun Yu · 2022 · Multimedia Tools and Applications
- Unmasking encryption effects and modified Deep learning approaches for attack classification in WSNN. Dhanalakshmi · 2024 · Expert Systems with Applications
- XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environmentZeynep Turgut, Muhammet Sinan Başarslan · 2025 · Internet of Things
- A Spatio-Temporal Graph Convolutional Network Model for Internet of Medical Things (IoMT)Dipon Kumar Ghosh, Amitabha Chakrabarty, Hyeonjoon Moon, Md. Jalil Piran · 2022 · Sensors
- Array-Based Machine Learning for Functional Group Detection in Electron Ionization Mass SpectrometryNicole M. North, Abigail A. A. Enders, Morgan Leigh Cable, Heather Cecile Allen · 2023 · ACS Omega
- Privacy Preservation in Edge Consumer Electronics by Combining Anomaly Detection with Dynamic Attribute-Based Re-EncryptionEunmok Yang, Velmurugan Subbiah Parvathy, P. Pandi Selvi, K. Shankar, Changho Seo, Gyanendra Prasad Joshi, Okyeon Yi · 2020 · Mathematics
- An Efficient Fog-Based Attack Detection Using Ensemble of MOA-WMA for Internet of Medical ThingsShilan S. Hameed, Wan Haslina Hassan, Liza Abdul Latiff · 2021 · Lecture notes on data engineering and communications technologies
- Nesnelerin interneti ortamlarında derin öğrenme ve makine öğrenmesi tabanlı anomali tespitiAli GÖKDEMR, Ali Çalhan · 2022 · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
- COMAL: compositional multi-scale feature enhanced learning for crowd countingFangbo Zhou, Huailin Zhao, Yani Zhang, Qing Zhang, Lanjun Liang, Yaoyao Li, Zuodong Duan · 2022 · Multimedia Tools and Applications
- Deep Neural Network based Medical Image SteganographyShrinivas D. Desai, Nirmala S. Patil, S. R. Nirmala, Shwetha Kulkarni, Pravin Desai, Deepak M. Shinde · 2022 · International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)
- An efficient IoMT based health monitoring using complex valued deep CNN and political optimizerD. Kavitha, A. Vidhya, V. Prema, M. Priyadharshini, G. Kumaresan, G. Sangeetha · 2022 · Transactions on Emerging Telecommunications Technologies
- Stacking ensemble learning with heterogeneous models and selected feature subset for prediction of service trust in internet of medical thingsJunyu Ren, Haibin Wan, Chaoyang Zhu, Tuanfa Qin · 2022 · IET Information Security
- A Bibliometric Review of Intrusion Detection Research in IoT: Evolution, Collaboration, and Emerging TrendsNikolaj Goranin, Simran Kaur Hora, Antanas Čenys · 2024 · Electronics
- Financial Fraud Detection using Deep Support Vector Data DescriptionMasoud Erfani, Farzaneh Shoeleh, Ali Akbar Ghorbani · 2020 · IEEE International Conference on Big Data (BigData)
- RAPCOL: a range-free power efficient cooperative localization with heterogeneous devices for industrial internet-of-thingsRekha Goyat, Gulshan Kumar, Rahul Saha, Mauro Conti, Reji Thomas, Tai-hoon Kim · 2023 · Cluster Computing
- A New Framework for Matching Forensic Composite Sketches With Digital ImagesH. T. Chethana, Trisiladevi C. Nagavi · 2021 · International Journal of Digital Crime and Forensics
- A Detail Study of Security and Privacy issues of Internet of ThingsMohan Krishna Kagita, Navod Neranjan Thilakarathne, Dharmendra Singh Rajput, Surekha Lanka · 2020 · arXiv (Cornell University)
- A hybrid XGBoost–SVM ensemble framework for robust cyber-attack detection in the internet of medical things (IoMT)Maha Abdelhaq, Satheeshkumar Palanisamy, M. Gopinath, V. Manasa, M. Aditya Ram, Sajid Ali Khan · 2026 · Scientific Reports
- An Enhanced Internet of Things Enabled Type-2 Fuzzy Logic for Healthcare System ApplicationsJoseph Bamidele Awotunde, Olaiya Folorunsho, Olawale Mustapha Isah, Olayinka Olufunmilayo Olusanya, Mulikat Bola Akanbi, Moses Kazeem Abiodun · 2023 · Studies in fuzziness and soft computing
- Densenet121-DNN-Based Hybrid Approach for Advertisement Classification and User Identification2023 · International journal of intelligent engineering and systems
- cFEM: a cluster based feature extraction method for network intrusion detectionMd. Mumtahin Habib Ullah Mazumder, Md. Eusha Kadir, Sadia Sharmin, Md. Shariful Islam, Muhammad Mahbub Alam · 2023 · International Journal of Information Security
- Detection of Malicious Traffic in IoMT Environment Using Intelligent XGboost ApproachYugandhar Manchala, Janmenjoy Nayak, Himansu Sekhar Behera · 2023 · OPJU International Technology Conference on Smart Computing for Innovation and Advancement in Industry (OTCON)
- An optimal and secure environment for intrusion detection using hybrid optimization based ResNet 101-C modelS. Nikkath Bushra, Nalini Subramanian, A. Chandrasekar · 2023 · Peer-to-Peer Networking and Applications
- Coherent Detection of Synchronous Low-Rate DoS AttacksZhijun Wu, Yue Yin, Guang Li, Meng Yue · 2021 · Security and Communication Networks
- RNN-based multispectral satellite image processing for remote sensing applicationsVenkata Dasu Marri, Veera Narayana Reddy P., Chandra Mohan Reddy Sivappagari · 2021 · International Journal of Pervasive Computing and Communications
- [Retracted] Intrusion Detection Method Based on Deep LearningChongrui Tian, Fengbin Zhang, Zhaoxiang Li, Ruidong Wang, Xunhua Huang, Liang Xi, Yi Zhang · 2022 · Wireless Communications and Mobile Computing · Retracted
- A hybrid network intrusion detection using darwinian particle swarm optimization and stacked autoencoder hoeffding treeB. Ida Seraphim, Eswaran Poovammal, Kadiyala Ramana, Natalia Kryvinska, N. Penchalaiah · 2021 · Mathematical Biosciences & Engineering
- A Hybrid PCA-MAO Based LSTM Model for Intrusion Detection in IoT EnvironmentsHamdullah Karamollaoğlu, İbrahim Yücedağ, İbrahim Alper Doğru · 2022 · Research Square
- A novel lightweight deep learning framework using enhanced pelican optimization for efficient cyberattack detection in the Internet of Things environmentsYaozhi Chen, Yan Ping Guo, Yun Li Gao, Baozhong Liu · 2025 · Journal of Engineering and Applied Science
- Deep Learning Techniques for Intrusion Detection Systems: A Survey and Comparative StudyMohamed Ahmed Abdel-Rahman, Mohamed Shalaby, Mohamed Sobh, Ayman Mohammad Bahaa-Eldin · 2023 · International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)
- A Survey of Novel Framework of Anomaly-Based Intrusion Detection Systems in Computer Networks Using Ensemble Feature Integration with Deep Learning TechniquesSrinivas Akkepalli, K. Sagar · 2024 · International Conference on Machine Learning and Computing (ICMLC)
- Dimensionality reduction of the attributes using fuzzy optimized independent component analysis for a Big Data Intrusion Detection SystemR. Aswanandini, Ch. Deepa · 2022 · Scientific and technical journal of information technologies mechanics and optics
- Deep Metallogenic prediction model construction of the Xiongcun no. II orebody based on the DNN algorithmDi Zhang, Zhongli Zhou, Suyue Han, Hao Gong, Tianyi Zou, Jie Luo · 2022 · Multimedia Tools and Applications
- Analyzing IoT Attack Feature Association with Threat ActorsMuhammad Shafiq, Zhaoquan Gu, Shah Nazir, Rahul Yadav · 2022 · Wireless Communications and Mobile Computing
- Multimodal recognition of frustration during game-play with deep neural networksCarlos de la Fuente, Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza · 2022 · Multimedia Tools and Applications
- Three level intrusion detection system based on conditional generative adversarial networkHasan Ameer Abdulameer, Inam Musa, Noora Salim · 2022 · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
- Swarm Intelligence in Internet of Medical ThingsMohamad Roshanzamir, Mohammad Tayarani Darbandy, Mahdi Roshanzamir, Roohallah Alizadehsani, Afshin Shoeibi, Davood Ahmadian · 2022 · IEEE International Conference on Computational Cybernetics (ICCC)
- Security of Medical Internet of Things (MIoT)- A Bibliometric AnalysisRachana Y. Patil, Yogesh H. Patil, Aparna Bannore · 2023 · Journal of Engineering Science and Technology Review
- Reinventing Web Security: An Enhanced Cycle-Consistent Generative Adversarial Network Approach to Intrusion DetectionMenghao Fang, Yixiang Wang, Liangbin Yang, Haorui Wu, Zilin Yin, Xiang Liu, Zexian Xie, Zixiao Kong · 2024 · Electronics
- An optimal attention PLSTM ‐based classification model to enhance the performance of IoMT attack detection in healthcare applicationKavitha Dhanushkodi, Jeyalakshmi Shunmugiah, Santhana Marichamy Velladurai, Saranya Rajendran · 2024 · Transactions on Emerging Telecommunications Technologies
- Addressing Economic Dispatch Problem with Multiple Fuels Using Oscillatory Particle Swarm OptimizationJagannath Paramguru, Subrat Kumar Barik, Ajit Kumar Barisal, Gaurav Dhiman, Rutvij H. Jhaveri, Mohammed Saeid Alkahtani, Mustufa Haider Abidi · 2021 · Computers, materials & continua/Computers, materials & continua (Print)
- A Method Based on Multiple Population Genetic Algorithm to Select Hyper-Parameters of Industrial Intrusion Detection ClassifierXuejun Liu, Hao WANG, Xiaoni Zhang, Haiying Luan, Yun Dong Sha, Yong Gang Yan · 2021 · Studies in Informatics and Control