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IEEE Systems Journal

LAAC: Lightweight Lattice-Based Authentication and Access Control Protocol for E-Health Systems in IoT Environments

Daya Sagar Gupta, SK Hafizul Islam, Mohammad S. Obaidat, Arijit Karati, Balqies Sadoun

Published Sep 21, 2020• 69 citations
Publisher

Abstract

Over the past few years, the Internet of Things (IoT) has played a crucial role in designing e-health systems. An IoT-enabled e-health system allows different entities to examine a patient's health condition anywhere and anytime. However, the deployment of e-health systems in an IoT environment faces various security and privacy challenges. The authentication of participating entities, the confidentiality of information transferred through an insecure channel, and access control are essential issues to be resolved. To settle these challenges, we found many authentication protocols for e-health systems based on the discrete logarithm and integer factorization problems. However, quantum attacks expose all these protocols. In this article, we propose a lattice-based authentication and access control (LAAC) protocol for IoT-enabled e-health systems to mitigate the quantum attacks. We prove that LAAC is robust with the hardness assumption of the inhomogeneous small integer solution problem. Moreover, we provide provable security analysis of LAAC. Besides, performance evaluation shows it is reasonable to execute LAAC in an IoT device.

DOI
10.1109/jsyst.2020.3016065

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Over the past few years, the Internet of Things (IoT) has played a crucial role in designing e-health systems. An IoT-enabled e-health system allows different entities to examine a patient's health condition anywhere and anytime. However, the deployment of e-health systems in an IoT environment faces various security and privacy challenges. The authentication of participating entities, the confidentiality of information transferred through an insecure channel, and access control are essential issues to be resolved. To settle these challenges, we found many authentication protocols for e-health systems based on the discrete logarithm and integer factorization problems. However, quantum attacks expose all these protocols. In this article, we propose a lattice-based authentication and access control (LAAC) protocol for IoT-enabled e-health systems to mitigate the quantum attacks. We prove that LAAC is robust with the hardness assumption of the inhomogeneous small integer solution problem. Moreover, we provide provable security analysis of LAAC. Besides, performance evaluation shows it is reasonable to execute LAAC in an IoT device.
In an Internet of Things (IoT)-based healthcare system, medical IoT devices gather and transmit critical patient data. Ensuring the security and privacy of medical data is paramount. One of the most critical challenges in this regard is the authentication of participating entities. The literature proposes specific authentication approaches for healthcare systems based on integer factorization and discrete logarithm problems. However, the advent of quantum computers would fundamentally break all of these protocols. In this study, we conducted an analysis of a recently proposed authentication and access control scheme for e-health systems, which is based on lattice-based cryptography and was developed by Gupta et al. Our analysis revealed that the scheme is vulnerable to several types of attacks, including impersonation, de-synchronization, and smart card stolen attacks, which could compromise the confidentiality and integrity of sensitive medical data. To address these security challenges, we propose an alternative authentication and access control scheme that uses Saber, a finalist lattice-based key encapsulation algorithm from round three of the NIST post-quantum cryptography standardization. One of the biggest advantages of Saber is its simplicity and efficiency. Our proposed scheme is designed specifically for e-health systems and provides robust protection against the vulnerabilities identified in Gupta et al.’s scheme. We believe that our proposed scheme represents a significant improvement over existing approaches and could help to enhance the security and privacy of e-health systems. Upon completion of our improved protocol, we proceeded to implement it within the Vivado 2018.3 environment for Zynq UltraScale FPGAs. To gather insight into its performance, we conducted a performance comparison study with various related protocols.
Abstract In internet of things (IOT) healthcare systems, sensitive patient information is transmitted over the network to medical professionals. Numerous lightweight authentication protocols have been proposed; however, most of them remain vulnerable to various cyberattacks, allowing attackers to eavesdrop on or manipulate transmitted data. We examine several recently proposed lightweight authentication schemes for healthcare systems. Our security analysis demonstrates that these schemes remain vulnerable to malicious gateway attacks, desynchronization attacks, and key screw attacks. .To address these issues and ensure post- quantum security in healthcare IoT, we propose a post-quantum key establishment protocol based on lattice- based cryptography (LWE). the proposed scheme prevents the gateway from accessing both the secret keys and their parameters, thereby eliminating the possibility of malicious gateway attacks. The proposed protocol ensures user anonymity, forward secrecy, and resistance to impersonation, key screw, and desynchronization attacks.. The proposed protocol ensures secure and efficient establishment of three-round key establishment among entities . Our performance evaluation shows that the proposed scheme achieves lower computation and communication overhead compared to recent related works. The security of the protocol is thoroughly analyzed through informal reasoning, Burrows–Abadi–Needham (BAN) logic, and ProVerif, confirming its robustness and suitability for resource-constrained IoT-based healthcare environments.
The emergence and growth of the Internet of Medical Things (IoMT) have transformed the way healthcare services are delivered, but this growth comes with its own security challenges, especially with the emergence of quantum computing. This paper presents a lightweight, privacy-preserving authentication scheme for edge-based IoMT environments, integrating CRYSTALS-Kyber Key Encapsulation Mechanism (KEM) to securely establish session keys between participating entities and resilience against quantum attacks, while CRYSTALS-Dilithium is utilized as the digital signature scheme to ensure message integrity, authentication, and non-repudiation. These NIST-standardized post-quantum primitives collectively strengthen the system's resistance against quantum adversaries and enhance overall cryptographic robustness. The proposed system comprises two phases: Registration and Authentication. During registration, patients, wearable devices that utilize Physically Unclonable Functions (PUFs), and medical specialists register with a Trusted Authority via edge nodes. The authentication phase encompasses mutual authentication among patients, devices, medical specialists, edge nodes, and cloud servers, ensuring that only authorized entities access sensitive health information. In addition, the proposed scheme employs the formal security properties, such as authenticity and secrecy, are verified using the AVISPA tool under the Dolev-Yao model, with results confirming that all defined goals are achieved and no attacks are found. Performance evaluations indicate that the scheme is computationally efficient and suitable for resource-constrained IoMT devices. Furthermore, BAN logic is employed to formally verify the correctness of the authentication protocol, demonstrating that mutual authentication is securely established among the participating entities under well-defined trust assumptions. By integrating post-quantum cryptographic techniques, this authentication framework addresses emerging security challenges posed by quantum computing, aligning with the objectives of enhancing edge-based consumer electronics devices and Internet of Things (IoT) ecosystems with post-quantum cryptosystems.
Space information network (SIN), which has the characteristics of large capacity, high reliability, and wide coverage, can be effectively applied to the Internet of Things (IoT) business. However, SIN is vulnerable to various attacks due to its highly exposed links, and the power and processing capacity of satellites and IoT devices (IoTDs) are usually limited. Meanwhile, massive IoTDs connecting to SIN in an instant incur a severe signaling congestion and there is no authentication protocol proposed for massive IoTDs in SIN. In this article, we first propose a novel semi-aggregated signature mechanism and session key agreement mechanism. Then, based on the above two mechanisms, we propose a novel access authentication scheme named lattice-based access authentication (LAA) which contains two types of lattice-based authentication protocols: 1) LAA for massive IoTDs and 2) LAA for a single IoTD. The security analysis by employing the formal provable security analysis, the automation verification tool named Scyther, the Burrows-Abadi-Needham-logic, and the informal security analysis demonstrate that our proposed protocols successfully achieve these security properties, including mutual authentication, conditional anonymity, unlinkability, data confidentiality, data integrity, unforgeability, undeniability, key establishment, perfect forward/backward secrecy (PFS/PBS), and resistance against protocol attacks and quantum attacks. We further evaluate the performance of our proposed protocols with regard to signaling overhead, transmission overhead, computational overhead, and authentication delay, which shows that our proposed protocols can provide high efficiency.
Internet of Things (IoT) is one of the most representative application scenarios in the 5G and 6G era. The concurrent access of massive IoT devices definitely poses enormous communication, computation, and certificate management challenges to the wireless authentication. Moreover, the emergence of quantum computing makes classical cryptography-based authentication protocols, such as 5G-AKA, more easier to be broken. Facing the challenges posed by the massive concurrent authentication and quantum attacks, this paper proposes a lattice cryptography based group authentication scheme, where lattice-based aggregate signature algorithm and identity-based encryption (IBE) are leveraged to achieve simultaneous authentication of concurrent accessed devices. The proposed authentication scheme eliminates the process of public key certificate management, greatly reducing the storage overhead of core network. Moreover, the utilization of lattice cryptography enables the resistance of quantum attacks. The proposed solution does not rely on additional security assumptions such as security channel or trusted group center, making it more flexible to be deployed in actual network scenario. Finally, formal security analysis of the proposed protocol is provided with the tool ProVerif. It is demonstrated that the proposed protocol can satisfy the goals of identity privacy, authentication, data confidentiality and forward secrecy. In addition, compared with existing advanced solutions, the outperformance of the proposed scheme in terms of computation overhead, signaling overhead, communication overhead, and security properties is validated with simulations.
In recent years, the Internet of Things (IoT) has gained immense popularity in various aspects of work, learning, and daily life. Within the IoT realm, there is a growing concern regarding communication security issues between users and servers. However, addressing the communication security between servers is equally imperative, which has not received as much attention. To this end, we propose a certificateless anonymous authenticated key agreement (AKA) algorithm based on learning with errors (LWEs) and inhomogeneous small integer solution (ISIS) security assumptions. Our scheme provides strong resistance to quantum attacks and protects the privacy of communication servers. It also has constant communication costs and lower computational requirements than existing lattice-based anonymous AKA algorithms on the broadcast channel. Additionally, the proposed scheme eliminates the resource consumption of managing complex certificates and addresses the security risks associated with key escrow in the key generation center (KGC). Through security and performance analysis, we demonstrate that our approach can enhance the security of IoT-based healthcare systems while significantly improving communication efficiency. Our proposed scheme provides a promising solution to security issues related to server communication in IoT systems.