# Ensemble-Based Deep Learning Models for Enhancing IoT Intrusion Detection
## 6 Conclusions
[CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] EnsDeepDP: An Ensemble Deep Learning Approach for Disease Prediction Through Metagenomics. _IEEE/ACM Trans. Comput. Biol. Bioinform._**2022**, _20_, 986-998. [CrossRef] [PubMed]
* _[PERSON] and [PERSON] (2018)_ [PERSON]; [PERSON] Cyber and physical security vulnerability assessment for IoT-based smart homes. _Sensors_**2018**, _18_, 817. [CrossRef]
* _[PERSON] and [PERSON] (2022)_ [PERSON]; [PERSON] Cyber-physical security for IoT networks: A comprehensive review on traditional, blockchain and artificial intelligence based key-security. _Complex Intell. Syst._**2022**, \(8\), 3559-3591. [CrossRef]
* _[PERSON] and [PERSON] (2018)_ [PERSON]; [PERSON] Blockchain technology for security issues and challenges in IoT. _Procedia Comput. Sci._**2018**, _132_, 1815-1823. [CrossRef]
* _[PERSON] et al. (2017)_ [PERSON]; [PERSON]; [PERSON] Securing the IoT world: Issues and perspectives. In Proceedings of the 2017 IEEE Conference on Standards for Communications and Networking (CSCN), Helsinki, Finland, 18-20 September 2017. * _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Towards supply chain visibility using Internet of things: A dyadic analysis review. _Sensors_**2021**, _21_, 4158. [CrossRef]
* _[PERSON] et al. (2018)_ [PERSON]; [PERSON]; [PERSON] The impact of IoT in supply chain management. _Int. Res. J. Eng. Technol_**2018**, \(5\), 257-259. _[PERSON] et al. (2019)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Preserving balance between privacy and data integrity in edge-assisted Internet of Things. _IEEE Internet Things J._**2019**, \(7\), 2679-2689. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] An overview of cyber-physical security of battery management systems and adoption of blockchain technology. _IEEE J. Emerg. Sel. Top. Power Electron._**2020**, _10_, 1270-1281. [CrossRef]
* _[PERSON] and [PERSON] (2021)_ [PERSON]; [PERSON] Optimized dynamic storage of data (ODSD) in IoT based on blockchain for wireless sensor networks. _Peer Peer Netw. Appl._**2021**, _14_, 2858-2873. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Secure and efficient data storage and sharing scheme for blockchain-based mobile-edge computing. _Trans. Emerg. Telecommun. Technol._**2021**, _32_, e4315. [CrossRef]
* _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON] Detecting botnet attacks in IoT environments: An optimized machine learning approach. In Proceedings of the 2020 32 nd International Conference on Microelectronics (ICM), Aqaba, Jordan, 14-17 December 2020. * _[PERSON] et al. (2020)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] Systematic literature review on IoT-based botnet attack. _IEEE Access_**2020**, \(8\), 212220-212232. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] Internet of things and Ransomware: Evolution, mitigation and prevention. _Egypt. Inform. J._**2021**, _22_, 105-117. [CrossRef]
* _[PERSON] and [PERSON] (2019)_ [PERSON]; [PERSON] Ransomware and Internet of things: A new security nightmare. In Proceedings of the 2019 9 th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India, 10-11 January 2019. * _[PERSON] and [PERSON] (2022)_ [PERSON]; [PERSON] High-performance intrusion detection system for networked UAVs via deep learning. _Neural Comput. Appl._**2022**, _34_, 10885-10900. [CrossRef]
* _[PERSON] et al. (2022)_ [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] An Intrusion Detection and Classification System for IoT Traffic with Improved Data Engineering. _Appl. Sci._**2022**, _12_, 12336. [CrossRef]
* _[PERSON] et al. (2021)_ [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] A review on recent intrusion detection systems and intrusion prevention systems in IoT.