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Review Papers | Computer Science & Engineering | India | Volume 13 Issue 8, August 2024 | Rating: 4.5 / 10
Unlocking the Coverts: How 'Machine Learning' is Revolutionizing Covert Communication
Veena N D, Anitha Devi M D
Abstract: In the contemporary era characterized by pervasive digitization, wherein the preservation of privacy assumes paramount significance, both individuals and organizations are perpetually engaged in the pursuit of secure communication methodologies. The advent of "machine learning" has significantly impacted the field of covert communication, bringing about a revolutionary transformation in its operational dynamics. "machine learning", a subfield of artificial intelligence, possesses the capacity to effectively process and analyze extensive volumes of data, thereby enabling the identification of intricate patterns that may elude human perception. The advent of this technology has ushered in a plethora of opportunities in the field of encryption, facilitating the development of robust and highly impregnable security systems. The continuous evolution of "machine learning" algorithms has led to significant advancements in covert communication methods. "machine learning" has emerged as a powerful tool for various applications, including the encryption of text messages and the secure exchange of sensitive emails. This technology has revolutionized the field by providing unparalleled levels of precision and efficiency in covert operations. The incorporation of "machine learning" techniques into covert communication has demonstrated notable advantages in the realm of countering cyber threats and safeguarding against unauthorized breaches of privileged information. By leveraging the capabilities of "machine learning", organizations can proactively mitigate the risks posed by malicious actors aiming to compromise their sensitive data. This article aims to provide an in - depth analysis of "machine learning" and its profound impact on Covert communication. By examining its revolutionary capabilities, we will uncover the transformative effects it has on this field.
Keywords: Covert Communication, machine learning, SVM, CNN
Edition: Volume 13 Issue 8, August 2024
Pages: 1059 - 1065