Internet of Nano-Things (IoNT): A Comprehensive Review from Architecture to Security and Privacy Challenges
Abstract
:1. Introduction
- Provides a comprehensive overview of the current status of the IoNT, applications of the IoNT, and benefits of the IoNT;
- Provides a brief overview of the architecture of the IoNT, as fundamental vulnerabilities that exist in the architecture may lead to security and privacy challenges;
- Provides a comprehensive overview of security and privacy issues pertaining to the IoNT including countermeasures;
- Provides a summary of recent work pertaining to the subject, to differentiate our work from theirs.
2. What Is IoNT?
2.1. Architecture of IoNT
- Nanosensors and actuators
- Communication protocols
- Data processing and storage
- Network Infrastructure
- Control unit
- Communication unit
- Reproduction Unit
- Nano-nodes
- Nano-routers
- Nano–micro-interface devices
- Gateway
2.2. Applications of IoNT
- Smart cities
- Oil and Gas
- Agriculture
- Healthcare
- Environmental monitoring
- Manufacturing
- Transportation
- Energy
- Military
2.3. Benefits of IoNT
- Improved accuracy and precision
- Increased sensitivity
- Greater energy efficiency
- Enhanced functionality
- Miniaturization
- Improved durability
3. Current Status of the Research
4. Security and Privacy of IoNT
4.1. Security of IoNT
- Physical/hardware security
- 2.
- Network security
- 3.
- Data privacy
- 4.
- Software vulnerabilities
4.2. Privacy of IoNT
- Data collection
- 2.
- Data security
- 3.
- Location tracking and surveillance
- 4.
- Lack of regulation
- Confidentiality
- Integrity
- Availability
- Authenticity
4.3. Security and Privacy Challenges of IoNT
- Resource limitation
- 5.
- Due to their diminutive size, nanomachines are constituted of minimal resources, including limited processing power and memory, to perform only necessary tasks. This limits the adoption and integration of built-in security procedures with the IoNT, such as encryption, making such devices vulnerable to security and privacy issues [17,38,39,40,41]. Additionally, energy consumption is a significant concern since communication devices, such as nanotube-based radios, need substantial power to generate their payloads. Thus, when building IoNT solutions, balancing the tradeoff between available resources and inbuilt security procedures must be taken into account;
- Exposure to the Internet
- Key management
- Secure localization
- Lack of encryption
- Malware threats
4.4. Security and Privacy Attacks
- Disruption
- Disclosure
- Deception
- Usurpation
4.4.1. Disruption Attacks
- Flooding/denial-of-service (DoS) attack: It is possible to overwhelm the availability of potential IoNT nodes by delivering bogus messages [38]. The successful execution of a DoS attack by the attacker in this scenario has the potential to impede the availability of services provided by an IoNT network [40]. An aggressive variant of a denial-of-service attack known as a distributed denial of service, or DDOS, is characterized by the use of a greater number of compromised nodes to flood the system. This makes it more difficult to identify the origin of the attack. A wide variety of DDOS attacks can be launched by attackers by utilizing automated methods such as botnets [36,37,38,39,40].
4.4.2. Disclosure Attacks
4.4.3. Deception Attacks
4.4.4. Usurpation Attacks
5. Countermeasures
- Implement data privacy measures such as data encryption and anonymization to protect personal data using cryptographic algorithms. However, in the context of the IoNT, it is noted that not all classical cryptographic mechanisms can be applied directly, including AES/RSA public or private cryptographic algorithms, owing to the reduced computational capabilities of nanosystems. According to references [4,17], and [29], lightweight biochemical cryptography is used in the context of the IoNT to encrypt sensitive data, and uses organic molecules such as DNA/RNA to encrypt data and protect the privacy and integrity of facts. However, private and public cryptographic algorithms can be used to safeguard the data on the macro-scale, such as AES, RSA, BLOWFISH, TWOFISH, etc. [1,4,10,11,12];
- To lessen the impact of malware including viruses, worms, and trojans on nanorobot functionality, anti-malware software could be used. However, anti-malware programs have to be optimized for use with such devices’ limited resources. Specifically, a nanodevice developed by Taiwanese researchers converts 0.32 W of near-infrared (NIR) light energy under the skin into electrical power [53,54];
6. The Way Forward
- Advancement in cryptography
- Blockchain-based solutions
- Edge and Fog Computing
- AI-based security
- Privacy-enhancing technologies
- Interdisciplinary research
7. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Reference | Scope of the Study | Contributions |
---|---|---|
(I. Akyildiz and Jornet, 2010) [1] | IoNT communication | The researchers discuss the current state of electromagnetic communication among nanoscale devices, highlighting the major research challenges in terms of channel modeling, information encoding, and protocols for nanonetworks. |
(Agarwal et al., 2017) [2] | Challenges pertaining to IoNT | The authors examine the key challenges of the IoNT, including security, privacy, and communication difficulties. The fundamental design of the IoNT has been described, and methods for overcoming the challenges have also been provided. |
(Kulakowski et al., 2017) [3] | IoNT communication | The authors addressed how to route messages across nanonetworks and nano-communications using Forster resonance energy transfer (FRET), which was found to be a technology with very fast signal propagation speed. Based on the biological characteristics of specific molecules, they proposed five novel routing mechanisms, and one of these processes was empirically verified. |
(Atlam et al., 2018) [4] | Challenges pertaining to IoNT | In this study, the authors examine the challenges and possibilities presented by the IoNT in a variety of application contexts. As security is regarded as one of the most important aspects of the IoNT, the authors present an in-depth analysis of its security objectives, attack vectors, and security challenges. |
(Ali et al., 2016) [5] | IoNT in healthcare | Researchers highlighted the different IoNT network architectures and the architectural prerequisites for IoNT adoption in healthcare. In addition, they highlighted the key applications of the IoNT as well as the significant challenges associated with using this technology in healthcare. |
(Ezz El-Din and Manjaiah, 2017) [6] | IoNT applications | The authors provided a thorough understanding of the Industrial Internet of Things (IIoT) and the Internet of Nano-Things (IoNT) by presenting a range of fundamental concepts, architectures, communication classifications, communication issues, applications, benefits, and future research directions. |
(Kuscu and Akan, 2016) [7] | IoNT communication | The researchers explore theoretical and experimental concepts to give a thorough architectural perspective of nano-communication, focusing on its core principles and design needs. They provided an outline of networking advantages presented by the intrinsic capabilities of fluorophores under the idea of the Internet of Molecular Things. |
(Hassan et al., 2022) [8] | IoNT communication | The researchers propose an energy-neutral event recognition framework using pulse position modulation in which the event information is transmitted by nanosensors that use the energy harvested from the event. In this framework, the authors use pulse position to identify transmitting nodes communicating with a single receiver. |
(Dressler and Fischer, 2015) [9] | IoNT in healthcare | The authors investigated the difficulties and potential associated with linking Body Area Networks and other exterior gateways to in-body nanodevices. In this regard, a unique network architecture meeting the application needs was developed. |
(Naser et al., 2021) [10] | IoNT architecture, applications, and challenges | The authors provided a systematic review of IoNT architecture, motives, applications, and challenges, reviewing work from 2015 to 2021. |
(Pramanik et al., 2020) [11] | IoNT in healthcare | The researchers investigate the clinical and medical applications of various nanotechnology implementations and present an extensive review of nanotechnology, biosensors, nanobiosensors, and the IoNT. In addition, they provided multilayer taxonomies of nanotechnology, nanoparticles, biosensors, nanobiosensors, and nanozymes. Using several instances, the possible medicinal and clinical uses of these technologies are discussed in depth. |
(Dabhi and Maheta, 2017) [14] | IoNT architecture, applications, and challenges | The researchers present an in-depth analysis of the IoNT, its architecture, benefits, and limitations, as well as its application areas, to aid in the advancement of research and to provide insight into how we might overcome the challenges and make use of the IoNT in many fields. |
(Jarmakiewicz et al., 2016) [15] | IoNT in healthcare | The paper presents the IoNT operating in telemedicine in healthcare. |
(Akyildiz et al., 2015) [16] | IoNT in biology | The researchers presented the notion of the Internet of Bio-Nano-Things, which combines synthetic biology and nanotechnology to create objects based on the control, reuse, modification, and reengineering of biological cells. |
(Almazrouei et al., 2018) [18] | IoNT applications | In the study, the authors provided a brief review of the IoNT paradigm, highlighting communication approaches, architecture, and key applications. |
(Miraz et al., 2018) [19] | IoT, IoE, and IoNT | The authors provided an extensive review on the IoT, IoE, and IoNT. In this regard, they highlighted the latest trends and advancements, and they further highlighted 21 significant current and future challenges. |
(Maksimović, 2017) [20] | IoNT in healthcare | The authors discuss the roles of nanotechnology and the IoT in medicine and healthcare and seek to develop an understanding of nanoscale solutions and techniques by emphasizing their advantages and analyzing their possible hazards and concerns. |
(Sharif et al., 2021) [21] | IoNT in healthcare | The researchers developed a fuzzy logic-based fault detection system designed for a medical IoNT architecture to detect the root cause and severity of faults that occurred in an in-body nanonetwork. |
(Miraz et al., 2015) [22] | IoT, IoE, and IoNT | The authors provided an extensive review of the IoT, IoE, and IoNT. |
(Senturk et al., 2022) [24] | IoNT Internet of Bio-Nano-Things (IoBNT), Internet of Biodegradable Things (IoBDT), and Internet of Ingestible Things (IoIT) | The authors provided an extensive survey on the IoNT, IoBNT, IoBDT, and IoIT, wherein they presented research challenges, potential applications, and open research areas. |
(El-Fatyany et al., 2020) [25] | IoBNT security | Focusing on the security challenges pertaining to the IoBNT, the authors proposed a privacy scheme working on the top of the biocyber interface in the IoBNT paradigm. |
(Lee et al., 2015) [26] | IoNT in healthcare | The authors proposed a wireless nanosensor network (WNSN) that would be useful for intrabody disease detection. |
(I. F. Akyildiz and Jornet, 2010) [27] | IoNT applications | The authors provided a brief review of several IoNT application areas. |
(Stelzner et al., 2016) [28] | IoNT in healthcare | The authors looked at the communication challenges pertaining to the IoNT and Body Area Networks (BANs). |
(Al-Turjman, 2020) [29] | IoNT communication | Challenges pertaining to secure data communication in the context of the IoNT are presented in the form of a review wherein the authors discuss security issues and associated intelligence to be considered while managing such issues. |
(Ali and Abu-Elkheir, 2015) [30] | IoNT in healthcare | The authors outline a vision of the ubiquitous healthcare ecosystem and its architectural requirements in order to incorporate nanonetworks. |
(Verma et al., 2022) [31] | IoNT in healthcare | The authors provided a systematic literature survey of IoT- and IoNT-based wearable devices, and the role of 5G in the IoT for healthcare. Furthermore, they explained the usage of nano-integrated wearable devices in terms of healthcare, such as for curing, monitoring, and detecting diseases. |
(Balasubramaniam and Kangasharju, 2013) [32] | IoNT applications and challenges | The authors provided a brief review of IoNT applications and challenges such as challenges pertaining to energy conservation and data analysis. |
(Zafar et al., 2021) [33] | IoBNT security | With regard to overcoming challenges pertaining to IoBNT, the authors propose a framework that utilizes a Particle Swarm Optimization (PSO) algorithm to optimize Artificial Neural Networks (ANN) and to detect anomalous activities in IoBNT transmission. Their proposed ANN model shows an accuracy of 98.9% when detecting anomalies. |
(Jornet and Akyildiz, 2012) [34] | IoMNT | The authors discuss the state of the art and major research challenges in the realization of the IoMNT. Fundamental research challenges and future research trends pertaining to the IoMNT are also highlighted. |
(Nikhat Akhtar and Yusuf Perwej, 2020) [35] | IoNT architecture, applications, and challenges | The authors provide a brief review of the IoNT, its architecture and challenges, explain the role of IoNT in the global market, and discuss IoNT applications in various domains. |
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Alabdulatif, A.; Thilakarathne, N.N.; Lawal, Z.K.; Fahim, K.E.; Zakari, R.Y. Internet of Nano-Things (IoNT): A Comprehensive Review from Architecture to Security and Privacy Challenges. Sensors 2023, 23, 2807. https://doi.org/10.3390/s23052807
Alabdulatif A, Thilakarathne NN, Lawal ZK, Fahim KE, Zakari RY. Internet of Nano-Things (IoNT): A Comprehensive Review from Architecture to Security and Privacy Challenges. Sensors. 2023; 23(5):2807. https://doi.org/10.3390/s23052807
Chicago/Turabian StyleAlabdulatif, Abdullah, Navod Neranjan Thilakarathne, Zaharaddeen Karami Lawal, Khairul Eahsun Fahim, and Rufai Yusuf Zakari. 2023. "Internet of Nano-Things (IoNT): A Comprehensive Review from Architecture to Security and Privacy Challenges" Sensors 23, no. 5: 2807. https://doi.org/10.3390/s23052807
APA StyleAlabdulatif, A., Thilakarathne, N. N., Lawal, Z. K., Fahim, K. E., & Zakari, R. Y. (2023). Internet of Nano-Things (IoNT): A Comprehensive Review from Architecture to Security and Privacy Challenges. Sensors, 23(5), 2807. https://doi.org/10.3390/s23052807