The Emerging Trends of Quantum Computing Towards Data Security and Key Management

Sharma, Neha; Ramachandran, Ramkumar Ketti

doi:10.1007/s11831-021-09578-7

Cited by 10 publications

(4 citation statements)

References 48 publications

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“…Authors [36] have used this proposition to generate a unique polynomial as explained in the theorem to secretly discard the corrupted bits such that Alice and Bob have a secure and correct key. The secrecy of the key bits depends on the secrecy of the polynomial [37] which is guaranteed by the above proposition [38].…”

Section: Propositionmentioning

confidence: 98%

An Efficient Polynomial based Quantum Key Distribution Approach for Secure Communication

Sharma

Saxena

2022

2022 8th International Conference on Signal Processing and Communication (ICSC)

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Quantum cryptography is the study of delivering secret communications across a quantum channel. Recently, Quantum Key Distribution (QKD) has been recognized as the most important breakthrough in quantum cryptography. This process facilitates two distant parties to share secure communications based on physical laws. The BB84 protocol was developed in 1984 and remains the most widely used among BB92, Ekert91, COW, and SARG04 protocols. However the practical security of QKD with imperfect devices have been widely discussed, and there are many ways to guarantee that generated key by QKD still provides unconditional security. This paper proposed a novel method that allows users to communicate while generating the secure keys as well as securing the transmission without any leakage of the data. In this approach sender will never reveal her basis, hence neither the receiver nor the intruder will get knowledge of the fundamental basis.Further to detect Eve, polynomial interpolation is also used as a key verification technique. In order to fully utilize the quantum computing capabilities provided by IBM quantum computers, the protocol is executed using the Qiskit backend for 45 qubits. This article discusses a plot of % error against alpha (strength of eavesdropping). As a result, different types of noise have been included, and the success probability of the desired key bits has been determined. Furthermore, the success probability under depolarizing noise is explained for different qubit counts.Last but not least, even when the applied noise is increased to maximum capacity, a 50% probability of successful key generation is still observed in an experiment.

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Section: Propositionmentioning

confidence: 98%

An Efficient Polynomial based Quantum Key Distribution Approach for Secure Communication

Sharma

Saxena

2022

2022 8th International Conference on Signal Processing and Communication (ICSC)

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“…Researchers have investigated quantum-resistant encryption techniques to solve this weakness. We include a Quantum Computation Protocol (QCP) for dynamic key creation in our suggested framework [57][58]. To create extremely safe encryption keys, this protocol makes use of the special qualities of quantum computing, such as superposition and entanglement.…”

Section: Data Security and Quantum Computingmentioning

confidence: 99%

A Novel Quantum Hash-Based Attribute-Based Encryption Approach for Secure Data Integrity and Access Control in Mobile Edge Computing-Enabled Customer Behavior Analysis

Singamaneni,

Muhammad,

Ali

2024

IEEE Access

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The domain of Mobile Edge Computing (MEC) has seen rapid growth, making consumer behavior research an essential element in many applications. Nevertheless, in MEC systems that are decentralized and have limited resources, challenges arise in ensuring both data integrity and access control. This paper introduces a new technique called Quantum Hash-Based Attribute-Based Encryption (QH-ABE) to address these issues. Previously, there were several methods available to guarantee data integrity and access control in MEC. However, these systems had limits in managing large and intricate datasets, lacked a standardized protocol for revocation, and incurred significant computational cost. We were prompted by these restrictions to suggest a more efficient technique, which included the use of the QH-ABE method in our study. The suggested solution integrates hash functions with quantum computing concepts to enhance security and control access in MEC-enabled consumer behavior research. The suggested technique provides several benefits compared to traditional hash algorithms by using hash functions. In this technique, we introduce a Recursive Non-Linear Polynomial graph-centered Integrity Algorithm (RNLPIA). RNLPIA enhances security by thwarting covert alterations to data and guaranteeing tamper-evident measures via the generation of unique hash values derived from the content of the data. The suggested method's efficacy and efficiency are proved by a comprehensive experimental assessment, highlighting its capability to fulfill the data integrity and access control needs of MEC situations. The performance of our technology showcases its potential and paves the way for using quantum computing technologies for accessing control and data security. This work contributes to the progress of privacy-preserving, secure analysis of consumer behavior in the dynamic MEC environment.INDEX TERMS Access control, Attribute-based encryption (ABE), Customer behavior analysis, Data integrity and security, Mobile edge computing (MEC), Quantum key distribution.

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“…After encoding each bit with the appropriate polarization, Alice uses the quantum channel to send a photon to Bob for each bit. In Step 2, Bob gathers the polarized rays by picking bases at random [36,37]. By means of a freely accessible forum (including two-way interaction): Alice communicates with Bob about the polarization state she employed when sending a bit, but the bit's value remains secret.…”

Section: Via Quantum Channel (One Way Correspondence)mentioning

confidence: 99%

Post-quantum Techniques in Wireless Network Security: An Overview

Fakhruldeen

Al-Kaabi

Jabbar

et al. 2023

Mal. J. Fund. Appl. Sci.

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Post quantum is a general name to all the techniques which are safe against the quantum computer attack. The wireless network is one of the most important means of communication. Wireless network security is a top priority. Wireless networks use conventional cryptography, which has various flaws, whereas quantum cryptography claims to be completely secure. It wasn't long after quantum computers became operational that people began to think about new ways to secure electronic communications. After considering all of the weaknesses in conventional cryptosystems, individuals began to look for new ways to secure electronic communications. Traditional cryptography has many problems, but quantum cryptography addresses nearly all of them.

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The Emerging Trends of Quantum Computing Towards Data Security and Key Management

Cited by 10 publications

References 48 publications

An Efficient Polynomial based Quantum Key Distribution Approach for Secure Communication

An Efficient Polynomial based Quantum Key Distribution Approach for Secure Communication

A Novel Quantum Hash-Based Attribute-Based Encryption Approach for Secure Data Integrity and Access Control in Mobile Edge Computing-Enabled Customer Behavior Analysis

Post-quantum Techniques in Wireless Network Security: An Overview

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