INTELLIGENT DEFENSES: LEVERAGING AI IN CYBERSECURITY

In an era where digital transformation is ubiquitous, cybersecurity has emerged as a critical concern for individuals, organizations, and governments alike.Traditional security measures, while effective to a certain extent, often fall short in addressing the sophisticated and evolving nature of cyber threats.Artificial Intelligence (AI) has surfaced as a promising solution to enhance cybersecurity by automating threat detection, response, and mitigation processes.This paper explores the integration of AI technologies in cybersecurity, focusing on machine learning algorithms, neural networks, and natural language processing (NLP) techniques.We analyze various AIdriven cybersecurity applications, including intrusion detection systems, malware analysis, and threat intelligence platforms.The methodology involves a comprehensive review of existing literature, followed by empirical analysis using publicly available cybersecurity datasets.Results indicate that AI significantly improves the accuracy and efficiency of threat detection and response mechanisms.However, challenges such as data privacy, algorithmic bias, and the need for continuous learning remain prevalent.The study concludes by highlighting the potential of AI to revolutionize cybersecurity practices while emphasizing the importance of addressing its inherent limitations.

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Publication Details

Journal
INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY
Published
2024-08-30
DOI
https://doi.org/10.34218/ijcet_15_04_081
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

INTELLIGENT DEFENSES: LEVERAGING AI IN CYBERSECURITY

Sandeep Reddy Gudimetla
INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY
Network Security and Intrusion Detection
article

INTELLIGENT DEFENSES: LEVERAGING AI IN CYBERSECURITY

Sandeep Reddy Gudimetla
article en

Abstract

In an era where digital transformation is ubiquitous, cybersecurity has emerged as a critical concern for individuals, organizations, and governments alike.Traditional security measures, while effective to a certain extent, often fall short in addressing the sophisticated and evolving nature of cyber threats.Artificial Intelligence (AI) has surfaced as a promising solution to enhance cybersecurity by automating threat detection, response, and mitigation processes.This paper explores the integration of AI technologies in cybersecurity, focusing on machine learning algorithms, neural networks, and natural language processing (NLP) techniques.We analyze various AIdriven cybersecurity applications, including intrusion detection systems, malware analysis, and threat intelligence platforms.The methodology involves a comprehensive review of existing literature, followed by empirical analysis using publicly available cybersecurity datasets.Results indicate that AI significantly improves the accuracy and efficiency of threat detection and response mechanisms.However, challenges such as data privacy, algorithmic bias, and the need for continuous learning remain prevalent.The study concludes by highlighting the potential of AI to revolutionize cybersecurity practices while emphasizing the importance of addressing its inherent limitations.

INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYVol. 15(4)
HCL Technologies (India) (IN)
Openalex Percentile: Top 73%
Network Security and Intrusion Detection
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INTELLIGENT DEFENSES: LEVERAGING AI IN CYBERSECURITY — Sandeep Reddy Gudimetla · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY (2024) | TGRS Research Map | TGRS