Resistors Over Digital Analog Converter on PRBS Threat Generator with PLL Synchronizer: Comparison Between R2R & Weighted

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Tarih

2023

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Institute of Electrical and Electronics Engineers Inc.

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

Intrusion Detection System (IDS) must be developed based on latest live traffic dataset. This will facilitate the study on new attributes of current threat. Once again, researchers are locked on the same vicious circle of inability to access live traffic dataset. This is coupled with public domain logged dataset may not be useful for a new threat research. Due to these standing hurdles, Pseudo Random Binary Sequence (PRBS) is used to generate synthetic dataset in IDS studies. One of its components is the Digital to Analog (D/A) converter. There are two types of D/A implementations; 1) through Weighted and 2) R2R resistors. This paper compares the advantages and the disadvantages of designing D/A converter by using the abovementioned resistors. It is advisable to opt for R2R version over Weighted Resistor since it is easier and practical to choose the multiple types of resistors during circuit design process. Furthermore, the shifted parallel output from the circuit can be synchronized by the proposed PLL circuit. © 2023 IEEE.

Açıklama

3rd International Conference on Emerging Smart Technologies and Applications, eSmarTA 2023 -- 10 October 2023 through 11 October 2023 -- Taiz -- 194050

Anahtar Kelimeler

Adaptive IDS, dataset, Deep Learning in Cybersecurity, Intrusion Detection System (IDS), Machine Learning in Cybersecurity, PRBS, Synthetic Dataset generation

Kaynak

2023 3rd International Conference on Emerging Smart Technologies and Applications, eSmarTA 2023

WoS Q Değeri

Scopus Q Değeri

N/A

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