Retraction

FSO-LSTM IDS: hybrid optimized and ensembled deep-learning network-based intrusion detection system for smart networks

Paper Information

Record ID:
52877
Author(s):
Abdulrahman Saad Alqahtani
Journal:
The Journal of Supercomputing ( Springer )
Publication Date:
January 17, 2022
Retraction Date:
February 14, 2024 (1.8 year years ago)
Subjects:
Broad Categories:
Engineering Computer Science Technology
Institution:
Department of Computer Science, College of Computing and Information Technology, University of Bisha, Bisha, Kingdom of Saudi Arabia
Country:
🇸🇦 Saudi Arabia
Article Type:
Research Article
Publisher:
Springer
Open Access:
Yes
DOI:
10.1007/s11227-021-04285-3
PubMed ID:
Not indexed in PubMed
Retraction PubMed ID:
Not indexed in PubMed

Retraction Details

Retraction Reasons:
Nature of Retraction:

Retraction

Retraction Notice:
10.1007/s11227-024-05975-4
Additional Notes:

See also: https://pubpeer.com/publications/F097B5DEEA010139F0B3EE561D148E

Citations (39)

39
Total Citations
14
Post-Retraction
(35.9%)
25
Pre-Retraction
0
Same Day
Post-Retraction Citation Analysis
1 Within 30 days
11 Within 1 year
0 After 2+ years
509 Days since retraction (latest)
Performance analysis of recurrent neural networks for intrusion detection systems in Industrial-Internet of Things
Mohammed Tayebi, Said El Kafhali
Franklin Open Open Access
Published: Jul 2025
509 days after retraction
A Mathematical Model for Wireless Network Security Posture Prediction Based on Optimized Neural Network Algorithm
Colin Kai Wang
Security and Privacy
Published: Jun 2025
474 days after retraction
Feature Selection with an Improved Flow Direction Algorithm to Improve the Performance of Intrusion Detection Systems
F. Ghahramani, Farhad Soleimanian Gharehchopogh
Annals of Data Science
Published: Apr 2025
1 citation
439 days after retraction
Cross-layer DDoS attack detection in wireless mesh networks using deep learning algorithm
Anil Gankotiya, Vishal Kumar, Kunwar Singh Vaisla
Journal of Electrical Engineering Open Access
Published: Feb 2025
353 days after retraction
Smart Grid Anomaly Detection Using MFDA and Dilated GRU-based Neural Networks
M. Ravinder, Vikram Kulkarni
Smart Grids and Sustainable Energy
Published: Jan 2025
2 citations
337 days after retraction
A Comprehensive Review of Intrusion Detection Systems in IoT Landscape
Muhammad Kaleem, Muhammad Azhar Mushtaq, Salman Rashid et al. (4 authors)
Communications in computer and information science
Published: Jan 2025
1 citation
322 days after retraction
A novel intrusion detection framework for optimizing IoT security
Abdul Qaddos, Muhammad Usman Yaseen, Ahmad Sami Al-Shamayleh et al. (6 authors)
Scientific Reports Open Access
Published: Sep 2024
16 citations
217 days after retraction
A Dynamic Intrusion Detection System through Attention Self Supervised Convolutional Neural Networks
NAZREEN BANU A, S Sangeetha
Research Square (Research Square)
Published: Sep 2024
209 days after retraction
A feature selection model using binary FOX optimization and v-shaped transfer function for network IDS
Babita Majhi, Prastavana
Peer-to-Peer Networking and Applications
Published: Aug 2024
1 citation
171 days after retraction
Recent endeavors in machine learning-powered intrusion detection systems for the Internet of Things
D. Manivannan
Journal of Network and Computer Applications
Published: Jun 2024
16 citations
127 days after retraction
Real-time traffic intrusion detection based on CNN-LSTM deep neural networks
Runjie Liu, Yinpu Ma, Xu Gao et al. (4 authors)
Unknown Journal
Published: Jun 2024
113 days after retraction
Denoising Diffusion Generative Adversarial Network Integrating Multi-Scale CNN
Yanmin Cao, Fenglian Dong, Zhiyi Xin et al. (5 authors)
2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS)
Published: May 2024
93 days after retraction
Network intrusion classification for IoT networks using an extreme learning machine
Uday Chandra Akuthota, Lava Bhargava
Engineering Research Express
Published: May 2024
4 citations
92 days after retraction
Intrusion detection system extended CNN and artificial bee colony optimization in wireless sensor networks
Karthik Raj Kumar Yesodha, M. Krishnamurthy, M. Selvi et al. (4 authors)
Peer-to-Peer Networking and Applications
Published: Feb 2024
8 citations
2 days after retraction
Optimizing Anomaly Detection in Smart Grids with Modified FDA and Dilated GRU-based Adaptive Residual RNN
Ravinder Scholar, Vikram Kulkarni
Research Square (Research Square) Open Access
Published: Jan 2024
1 citation
20 days before retraction
An Sdn-Based Hybrid-Dl-Driven Cognitive Intrusion Detection System for Iot Ecosystem
Anwar Shah, Fazal Wahab, Imran Khan et al. (5 authors)
Unknown Journal
Published: Jan 2024
44 days before retraction
An Innovative SALO-IDT-Based Intrusion Detection Model for Increasing the Security of IoT Networks
S. Venkatesan, M. Ramakrishnan, M. Archana
Lecture notes in electrical engineering
Published: Jan 2024
1 citation
44 days before retraction
DL-ADS: Improved Grey Wolf Optimization Enabled AE-LSTM Technique for Efficient Network Anomaly Detection in Internet of Thing Edge Computing
J. Manokaran, G. Vairavel
IEEE Access Open Access
Published: Jan 2024
1 citation
44 days before retraction
A High-Performance Multimodal Deep Learning Model for Detecting Minority Class Sample Attacks
Yu Li, Liuquan Xu, Xuefeng Jiang
Symmetry Open Access
Published: Dec 2023
4 citations
48 days before retraction
Iot traffic-based DDoS attacks detection mechanisms: A comprehensive review
Praveen Shukla, C. Rama Krishna, Nilesh Vishwasrao Patil
The Journal of Supercomputing
Published: Dec 2023
19 citations
57 days before retraction
Cost based Random Forest Classifier for Intrusion Detection System in Internet of Things
K. Pramilarani, P. Vasanthi Kumari
Applied Soft Computing
Published: Dec 2023
15 citations
71 days before retraction
Joint Selfattention-SVM DDoS Attack Detection and Defense Mechanism Based on Self-Attention Mechanism and SVM Classification for SDN Networks
Wanying Man, Guiqin Yang, Shurui FENG
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences Open Access
Published: Sep 2023
163 days before retraction
A novel optimization based deep learning with artificial intelligence approach to detect intrusion attack in network system
S. Siva Shankar, Bùi Thanh Hùng, Prąsun Chakrabarti et al. (5 authors)
Education and Information Technologies
Published: Jun 2023
41 citations
230 days before retraction
An Analytical Review of Deep Learning Models and Datasets for Anomaly-Based Intrusion Detection Systems
Girish Kumar Singh, Meenakshi Bansal
Unknown Journal
Published: Jun 2023
257 days before retraction
Anomaly-based intrusion detection system for IoT application
Mansi Bhavsar, Kaushik Roy, John Kelly et al. (4 authors)
Discover Internet of Things Open Access
Published: May 2023
79 citations
260 days before retraction
Network Intrusion Detection Method Based on Conditional Generative Adversarial Network Integrating Multi-Scale CNN
Zhiqiang Geng, Xi Xiang, Xuan Hu et al. (4 authors)
2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS)
Published: May 2023
278 days before retraction
A Survey of Artificial Intellegence Techniques to Detect Intrusion Attack in Communication Network
Siva Shankar S, Bùi Thanh Hùng, Prąsun Chakrabarti
Unknown Journal
Published: Apr 2023
293 days before retraction
Designing of Intrusion Detection System Using an Ensemble of Artificial Neural Network and Honey Badger Optimization Algorithm
Ramya Chinnasamy, Malliga Subramanian, Nandita Sengupta
Unknown Journal
Published: Mar 2023
3 citations
343 days before retraction
An adversarial domain adaptation approach combining dual domain pairing strategy for IoT intrusion detection under few-shot samples
Wengang Ma, Ruiqi Liu, Kehong Li et al. (5 authors)
Information Sciences
Published: Feb 2023
14 citations
368 days before retraction
A Comparative Study on Deep Learning-Based Algorithms For Intruder Detection Systems and Cyber Security
Vineeta Shrivastava, Megha Kamble
SAMRIDDHI A Journal of Physical Sciences Engineering and Technology Open Access
Published: Jan 2023
2 citations
380 days before retraction
Intelligent prediction method for power generation based on deep learning and cloud computing in big data networks
Zhaolong Zhou
International Journal of Intelligent Networks Open Access
Published: Jan 2023
409 days before retraction
One Dimensional Conv-BiLSTM Network with Attention Mechanism for IoT Intrusion Detection
Bauyrzһan Omarov, Zhuldyz SAILAUKYZY, Alfiya Bigaliyeva et al. (6 authors)
Computers, materials & continua/Computers, materials & continua (Print) Open Access
Published: Jan 2023
4 citations
409 days before retraction
Fog-Assisted Deep-Learning-Empowered Intrusion Detection System for RPL-Based Resource-Constrained Smart Industries
Danish Attique, Hao Wang, Ping Wang
Sensors Open Access
Published: Dec 2022
11 citations
439 days before retraction
A Collaborative Detection Method of Wireless Mobile Network Intrusion Based on Cloud Computing
Xingzhu Wang
Wireless Communications and Mobile Computing Open Access
Published: Oct 2022
3 citations
483 days before retraction
A Hybrid Intrusion Detection Model Using EGA-PSO and Improved Random Forest Method
Amit Kumar Balyan, Sachin Ahuja, Umesh Kumar Lilhore et al. (8 authors)
Sensors Open Access
Published: Aug 2022
200 citations
553 days before retraction
Network Intrusion Detection Systems: A Systematic Literature Review o f Hybrid Deep Learning Approaches
Stephen Kahara Wanjau, Geoffrey Mariga Wambugu, Aaron Mogeni Oirere
International Journal of Emerging Science and Engineering Open Access
Published: May 2022
15 citations
634 days before retraction
Machine Learning based Intrusion Detection System for Minority Attacks Classification
Abhay Pratap Singh, Sanjeev Kumar, Amit Kumar et al. (4 authors)
2022 International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES)
Published: May 2022
22 citations
635 days before retraction
A Deep Learning Approach for Anomalous User-Intrusion Detection in Social Media Network System
Nidhi Lal, Shishupal Kumar, Garima Kaidan
Studies in big data
Published: Jan 2022
1 citation
774 days before retraction
Cyber Threats Detection in Smart Environments Using SDN-Enabled DNN-LSTM Hybrid Framework
Mohammad Al Razib, Danish Javeed, Muhammad Taimoor Khan et al. (5 authors)
IEEE Access Open Access
Published: Jan 2022
90 citations
774 days before retraction
Quick Stats
Total Citations: 39
Years Since Retraction: 1.8 year
Open Access: Yes
Last Checked: Jul 24, 2025
Related Papers
On connection number-based topological indices and entropy …
The Journal of Supercomputing • 0 citations
Research on a distributed auto-negotiation model based on S…
The Journal of Supercomputing • 4 citations
Computer-aided visual communication design based on image d…
Optical and Quantum Electronics • 5 citations
Human motion image detection and tracking method based on g…
Optical and Quantum Electronics • 0 citations
Artificial intelligence and IoT based optical quantum compu…
Optical and Quantum Electronics • 4 citations
Actions
More from this journal Similar subjects View Original Paper View Retraction Notice