Teletraffic analysis of energy-efficient intruder detection using hash function techniques in images for remote monitoring in Wireless Sensor Networks

Orea-Flores, Izlian Y.; Rivero-Ángeles, Mario E.; Onofre-Soto, Ana L.; Azpeitia-Rebollar, Edna G.; Torres-Cruz, Noé; Villordo-Jimenez, Iclia; Pretelín-Ricárdez, Angel; Menchaca-Mendez, Rolando

doi:10.1016/j.compeleceng.2022.108373

Cited by 7 publications

(5 citation statements)

References 21 publications

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“…A hash function is a mathematical algorithm designed to convert input data of any size into a fixed-length output, illustrated in Figure 1 [13]. Widely utilized in various domains, particularly in cryptography [14][15][16], data integrity verification [16][17][18], data indexing [20][21][22], and several other applications [23][24][25][26][27], these functions play a pivotal role in enhancing digital security and efficient information management.…”

Section: Jiang Et Al Developed a Real-time Chaotic Video Encryption S...mentioning

confidence: 99%

Enhanced Security Hash Function Leveraging Chaotic Coupling Coefficient in Cross-Coupled Map Lattice

2024

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The recent surge in interest within the scientific community towards spatiotemporal chaos underscores its potential for bolstering secure communications and cryptographic mechanisms. This research presents a cutting-edge methodology to amplify the spatiotemporal chaos exhibited by conventional cross-coupled image lattices through the adoption of chaotic coupling coefficients. By innovatively adjusting the structure of these lattices to incorporate chaotic coupling coefficients, we markedly enhance their chaotic dynamics across temporal and spatial dimensions. This advancement facilitates the creation of a secure hash function characterized by substantial security enhancements. Rigorous experimental validation attests to the security, highlighting the chaotic coupling coefficients' pivotal role in augmenting the hash function's defenses against various attacks. This investigation not only introduces a revolutionary alteration to the framework of cross-coupled image lattices but also unveils a pragmatic secure hash function application, demonstrating the significant potential of chaotic systems in the sphere of cryptography. Our findings suggest that integrating chaotic coupling coefficients into cross-coupled image lattices represents a fertile ground for crafting sophisticated cryptographic instruments, thereby paving new pathways in the realm of secure digital communications.

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Section: Jiang Et Al Developed a Real-time Chaotic Video Encryption S...mentioning

confidence: 99%

Enhanced Security Hash Function Leveraging Chaotic Coupling Coefficient in Cross-Coupled Map Lattice

2024

Preprint

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“…Hash functions, mathematical algorithms that convert input data of any size into a fixed-length output , illustrated in Figure 1 [13], play a crucial role in cryptography [14][15][16], data integrity verification [16][17][18], data indexing [20][21][22], and other applications [23][24][25][26][27]. Specialized hash functions have been developed to meet the distinct needs of various sectors, with notable contributions from Karthik et al [28], Ayubi et al [29],…”

Section: Introductionmentioning

confidence: 99%

Secure Hash Function Utilizing Asymptotically Coupled Cross-Coupled Map Lattices in Spatial Dimensions

2024

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The exploration of spatiotemporal chaos and its integration into cryptographic hash functions has attracted considerable attention, driven by the intrinsic complexity and unpredictability of chaotic systems. In this paper, we introduce a novel cross-coupled map lattice with spatially varying coupling coefficients, diverging from the traditional Cross-Coupled Map Lattice that utilizes fixed coupling coefficients. Our innovative approach incorporates a gradient in the coupling strength along the spatial dimension, which, as evidenced by our experiments, leads to enhanced chaotic indices. Capitalizing on the superior characteristics of the modified cross-coupled map lattice, we have devised a new hash function capable of transforming data of arbitrary length into hash values of 128, 256, or 512 bits. Through extensive experimentation, we have rigorously assessed the security performance of the proposed hash function. Our results indicate that the spatially varying coupling coefficients in the cross-coupled map lattice significantly bolster the hash function's robustness and reliability, rendering it an appealing choice for cryptographic applications and secure data transmission.

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“…A hash function is a mathematical algorithm designed to convert input data of any length into a fixed-size output, as illustrated in Figure 1 [1]. These functions are widely utilized in a variety of domains, notably in cryptography [2][3][4], ensuring data integrity [5][6][7], facilitating data indexing [8][9][10], among other critical applications [11][12][13][14][15]. In response to the diverse needs of these applications, researchers have developed a range of new hash functions, each tailored to meet specific requirements [11], [16][17][18][19][20].…”

Section: Introductionmentioning

confidence: 99%

A Novel Approach to Secure Hashing: Implementing Chaotic Hash Functions for Enhanced Security

2024

Preprint

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This study introduces an innovative hash function based on a one-dimensional chaotic map, showcasing its strong security capabilities through extensive experimental validation. The development of hash functions has received increasing attention in recent years due to their crucial role in a wide range of information and computer science applications, such as cryptography, ensuring data integrity, and facilitating data indexing. Our chaotic map exhibits robust chaotic behavior, characterized by its high sensitivity to initial conditions and its inherent unpredictability, making it an ideal foundation for the hash function. This function is capable of effectively transforming variable-length input data into 256-bit hash values. It can be easily adapted for different output bit lengths with minimal adjustments to the algorithm's grouping length. Comprehensive security assessments, including rigorous testing against various potential attacks, have been conducted to confirm the hash function's resilience. The combined use of experimental and analytical evaluation methods has confirmed the exceptional security of our proposed hash function, highlighting its potential for critical applications in data integrity verification and encryption that demand high security.

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Teletraffic analysis of energy-efficient intruder detection using hash function techniques in images for remote monitoring in Wireless Sensor Networks

Cited by 7 publications

References 21 publications

Enhanced Security Hash Function Leveraging Chaotic Coupling Coefficient in Cross-Coupled Map Lattice

Enhanced Security Hash Function Leveraging Chaotic Coupling Coefficient in Cross-Coupled Map Lattice

Secure Hash Function Utilizing Asymptotically Coupled Cross-Coupled Map Lattices in Spatial Dimensions

A Novel Approach to Secure Hashing: Implementing Chaotic Hash Functions for Enhanced Security

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