Securing 5G-IoT Device Connectivity and Coverage Using Boltzmann Machine Keys Generation
Anand Singh Rajawat,Pradeep Bedi,S. B. Goyal,Piyush Kumar Shukla,Sajjad Shaukat Jamal,Adel R. Alharbi,Amer Aljaedi +6 more
TL;DR: In this paper, the authors proposed a Boltzmann machine (BMKG)-based encryption algorithm for securing 5G-enabled IoT device network environment and compared various asymmetric algorithms for key exchange.
read more
Abstract: In terms of growth, effect, and capability, the 5G-enabled Internet of Things (IoT) is incredible. The volume of data distributed and processed by IoT (Internet of Things) systems that trust connectivity and coverage raises some security problems. As IoT technology is directly used in our daily lives, the threats of present cyberspace may grow more prominent globally. Extended network life, coverage, and connectivity are all required for securing IoT-based 5G network devices. As a result of these failures, there are flaws that lead to security breaches. Because purposeful faults can quickly render the entire network dysfunctional, they are more difficult to identify than unexpected failures. Securing IoT-based 5G Network Device Connectivity and Coverage for expending Encryption and Authentication Scheme (EAS) framework is proposed in this study, which uses novel security flaws. In this research, we proposed a Boltzmann machine (BMKG)-based encryption algorithm for securing 5G-enabled IoT device network environment and compared various asymmetric algorithms for key exchange.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Secure Routing-Based Energy Optimization for IoT Application with Heterogeneous Wireless Sensor Networks
Regonda Nagaraju,V. C,Kalaivani J,M. G,Sahul Goyal,Chaman Ram Verma,Calin O. Safirescu,Traian Candin Mihaltan +7 more
TL;DR: This research work presents an energy optimizing secure routing scheme for IoT application in heterogeneous WSNs using the multipath link routing protocol (MLRP) and shows an improvement in performance parameters such as throughput, energy efficiency, end-to-end delay, network lifetime and data storage capacity.
Detection of Breast Cancer Using Histopathological Image Classification Dataset with Deep Learning Techniques
V Reshma,Nancy Arya,Sayed Sayeed Ahmad,I. Wattar,Sreenivas Mekala,Shubham Joshi,Daniel Krah +6 more
TL;DR: In this article , the Fourier Transform based segmentation (FTB-based Segmentation) algorithm was used for breast cancer detection in the CAD framework and a classification strategy was developed based on weighted feature selection and using an upgraded version of the genetic algorithm in conjunction with a Convolutional Neural Network Classifier.
An Improved Secure Key Generation Using Enhanced Identity-Based Encryption for Cloud Computing in Large-Scale 5G
Rajeev Kumar Gupta,Khalid K. Almuzaini,R. K. Pateriya,Kaushal A. Shah,Piyush Kumar Shukla,R. Akwafo +5 more
TL;DR: An enhanced identity-based encryption approach where a secure key is generated using part of an identity bit string in order to avoid leakage of users’ identity even if an adversary or attacker decodes the key or encrypted data is proposed.
40
Adoption of Blockchain Technology for Privacy and Security in the Context of Industry 4.0
TL;DR: In this paper , the authors examined the fundamentals of blockchain technology, along with an investigation of its operation and a discussion of some of its most fundamental aspects and concepts, as well as several IoT and Industry 4.0 application possibilities that leverage blockchain.
Internet of Things-Based Patient Cradle System with an Android App for Baby Monitoring with Machine Learning
V. Suresh Kumar,Lokaiah Pullagura,Nalli Vinaya Kumari,S. Pooja Nayak,B. Padmini Devi,Adnan Alharbi,Simon Atuah Asakipaam +6 more
TL;DR: This study introduces the notion of a smart cradle, which enables for this kind of video monitoring to be carried out on an infant, and developed a new algorithm, which is critical in delivering better newborn care when parents are not there to assist.
References
Overview of 5G Security Challenges and Solutions
Ijaz Ahmad,Tanesh Kumar,Madhusanka Liyanage,Jude Okwuibe,Mika Ylianttila,Andrei Gurtov +5 more
- 11 Apr 2018
TL;DR: An overview of the security challenges in clouds, software defined networking, and network functions virtualization, and the challenges of user privacy is provided and solutions to these challenges and future directions for secure 5G systems are presented.
Efficient and Secure Service-Oriented Authentication Supporting Network Slicing for 5G-Enabled IoT
TL;DR: An efficient and secure service-oriented authentication framework supporting network slicing and fog computing for 5G-enabled IoT services is proposed and session keys are negotiated among users, local fogs and IoT servers to guarantee secure access of service data in fog cache and remote servers with low latency.
301
Machine learning approaches to IoT security: A systematic literature review
Rasheed Ahmad,Izzat Alsmadi +1 more
- 01 Jun 2021
TL;DR: This extensive literature survey on the most recent publications in IoT security identified a few key research trends that will drive future research in this field.
228
Toward Enabled Industrial Verticals in 5G: A Survey on MEC-Based Approaches to Provisioning and Flexibility
TL;DR: This survey overviews standards, with particular emphasis on 5G and virtualization of network functions, then it addresses flexibility of MEC smart resource deployment and its migration capabilities.
204
New vulnerabilities in 4G and 5G cellular access network protocols: exposing device capabilities
Altaf Shaik,Ravishankar Borgaonkar,Shinjo Park,Jean-Pierre Seifert +3 more
- 15 May 2019
TL;DR: This research results reveal that device capabilities are exchanged with the network before the authentication stage without any protection and not verified by the network, which presents three novel classes of attacks exploiting unprotected device capabilities information in 4G and upcoming 5G networks.
115
Related Papers (5)
Sam Strecker,Willem Van Haaften,Rushit Dave +2 more
- 01 Jan 2021
Ruozhou Yu,Guoliang Xue,Vishnu Teja Kilari,Xiang Zhang +3 more
- 10 Aug 2018