Enhanced lightweight encryption algorithm based on chaotic systems

IF 2.6 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Ali Abdelli, Wajih El Hadj Youssef, Lazhar Khriji and Mohsen Machhout
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Abstract

In order to improve security and efficiency, this study presents a novel lightweight encryption technique that makes use of chaotic systems. Our method creatively combines the new chaotic KLEIN_64 algorithm with the Keccak-256 hash function, offering a solid basis for producing initial values essential for causing chaotic maps during the encryption process. After a deep validation with rigorous NIST testing, our chaotic pseudo random generator, LAC, exhibits excellent reliability and cryptographic robustness. Furthermore, the complexity of the cryptographic round function is improved by incorporating a second chaotic pseudo random generator that combines chaotic LFSR and Skew Tent Maps, thereby fortifying security measures.Designed with resource-limited applications in mind, our approach ensures that the cryptosystem remains both lightweight and efficient, meeting the stringent constraints typical of such environments. The practical feasibility and performance of our approach are extensively evaluated through FPGA implementation on the Zybo 7Z010 platform. Our implementation achieves a remarkable throughput of 2.820 Gbps while maintaining optimal resource utilization and efficiency. Extensive experimental results confirm the superior security of our cryptosystem, with correlation tests, entropy measurement, and histogram analysis showcasing robustness against statistical attacks. Moreover, the cryptosystem shows little fluctuation in the Unified Average Changing Intensity (UACI) and Non-Linear Pixel Change Rate (NPCR), confirming its resistance to differential attacks. Overall, our technique advances lightweight cryptography by providing a robust and efficient solution to modern cybersecurity challenges. In particular, our approach is well-suited for applications with limited resources, ensuring that security is maintained without compromising on performance or efficiency, thus fulfilling the needs of modern, constrained environments.
基于混沌系统的增强型轻量级加密算法
为了提高安全性和效率,本研究提出了一种利用混沌系统的新型轻量级加密技术。我们的方法创造性地将新的混沌 KLEIN_64 算法与 Keccak-256 哈希函数相结合,为在加密过程中产生混沌图所必需的初始值提供了坚实的基础。经过 NIST 严格测试的深入验证,我们的混沌伪随机发生器 LAC 表现出卓越的可靠性和加密鲁棒性。此外,通过结合混沌 LFSR 和偏斜帐篷图的第二个混沌伪随机发生器,加密轮函数的复杂性得到了改善,从而加强了安全措施。我们的方法在设计时考虑到了资源有限的应用,确保了加密系统既轻便又高效,满足了此类环境的典型严格限制。通过在 Zybo 7Z010 平台上实现 FPGA,我们对该方法的实际可行性和性能进行了广泛评估。我们的实现实现了 2.820 Gbps 的显著吞吐量,同时保持了最佳的资源利用率和效率。广泛的实验结果证实了我们的密码系统具有卓越的安全性,相关性测试、熵测量和直方图分析均显示了该系统对统计攻击的稳健性。此外,该密码系统在统一平均变化强度(UACI)和非线性像素变化率(NPCR)方面的波动很小,证实了它对差异攻击的抵御能力。总之,我们的技术为现代网络安全挑战提供了稳健高效的解决方案,从而推动了轻量级密码学的发展。特别是,我们的方法非常适合于资源有限的应用,在确保安全的同时不影响性能或效率,从而满足了现代受限环境的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Physica Scripta
Physica Scripta 物理-物理:综合
CiteScore
3.70
自引率
3.40%
发文量
782
审稿时长
4.5 months
期刊介绍: Physica Scripta is an international journal for original research in any branch of experimental and theoretical physics. Articles will be considered in any of the following topics, and interdisciplinary topics involving physics are also welcomed: -Atomic, molecular and optical physics- Plasma physics- Condensed matter physics- Mathematical physics- Astrophysics- High energy physics- Nuclear physics- Nonlinear physics. The journal aims to increase the visibility and accessibility of research to the wider physical sciences community. Articles on topics of broad interest are encouraged and submissions in more specialist fields should endeavour to include reference to the wider context of their research in the introduction.
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