Introduction to The Data Mining Techniques in Cybersecurity

doi:10.58496/mjcs/2022/004

Cited by 22 publications

(12 citation statements)

References 16 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…However, deep learning measures the performance of systems in addressing a problem, whether the examples are one-or multi-dimensional. Scholars are actively trying to find solutions to many issues in the field of cybersecurity by using deep learning methods [85][86][87]. These methods obtain a very high accuracy of more than 97% in identifying attack messages and blocking their display on vehicle screens.…”

Section: Deep Learning In Cybersecuritymentioning

confidence: 99%

The Significance of Machine Learning and Deep Learning Techniques in Cybersecurity: A Comprehensive Review

2023

ijcsm

View full text Add to dashboard Cite

People in the modern era spend most of their lives in virtual environments that offer a range of public and private services and social platforms. Therefore, these environments need to be protected from cyber attackers that can steal data or disrupt systems. Cybersecurity refers to a collection of technical, organizational, and executive means for preventing the unauthorized use or misuse of electronic information and communication systems to ensure the continuity of their work, guarantee the confidentiality and privacy of personal data, and protect consumers from threats and intrusions. Accordingly, this article explores the cybersecurity practices that protect computer systems from attacks, hacking, and data thefts and investigates the role of artificial intelligence in this domain. This article also summarizes the most significant literature that explore the roles and effects of machine learning and deep learning techniques in cybersecurity. Results show that machine learning and deep learning techniques play significant roles in protecting computer systems from unauthorized entry and in controlling system penetration by predicting and understanding the behaviour and traffic of malicious software.

show abstract

Section: Deep Learning In Cybersecuritymentioning

confidence: 99%

The Significance of Machine Learning and Deep Learning Techniques in Cybersecurity: A Comprehensive Review

2023

ijcsm

View full text Add to dashboard Cite

show abstract

“…Cyberspace is a digital space that creates a way for computers to connect with each other or with other electronic devices within the Internet of Things environment [8][9][10]. It utilizes artificial intelligence techniques to protect its data against any wrong operations [11][12][13]. Figure 1 illustrates the cyber threats that institutions may face in the digital environment.…”

Section: Introductionmentioning

confidence: 99%

Towards Artificial Intelligence-Based Cybersecurity: The Practices and ChatGPT Generated Ways to Combat Cybercrime

2023

ijcsm

View full text Add to dashboard Cite

Today, cybersecurity is considered one of the most noteworthy topics that are circulated frequently among companies in order to protect their data from hacking operations. The emergence of cyberspace contributed to the growth of electronic systems. It is a virtual digital space through which interconnection is established between computers and smartphones connected within the Internet of Things environment. This space is critical in building a safe digital environment free of threats and cybercrime. It is only possible to make a digital environment with the presence of cyberspace, which contains modern technologies that make this environment safe and far from unauthorized individuals. Cybersecurity has a wide range of challenges and obstacles in performance, and it is difficult for companies to face them. In this report, the most significant practices, sound, and good strategies will be studied to stop cybercrime and make a digital environment that guarantees data transfers between electronic devices safely and without the presence of malicious software. This report concluded that the procedures provided by cybersecurity are required and must be taken care of and developed.

show abstract

“…They are continually seeking to develop these strategies and make them more effective and able to know the behaviour of electronic attacks. Cyberattacks can be described as malicious activities that target computer systems, networks, and devices over the Internet, intending to endanger or damage sensitive information [13][14][15][16][17][18][19][20]. Computer systems are among the most desirable systems to be controlled by unauthorized persons because the information included within these systems is very necessary to them [21].…”

Section: Introductionmentioning

confidence: 99%

Exploring the Top Five Evolving Threats in Cybersecurity: An In-Depth Overview

Shukur

Unogwu

Filali

et al. 2023

MJCS

View full text Add to dashboard Cite

The term cybersecurity refers to an environment capable of protecting digital devices, networks and information from unauthorized access and preventing data theft or alteration. It is composed of a collection of carefully crafted techniques, processes, and practices to protect sensitive information and deterring cyber-attacks. In the recent period, the domain of cybersecurity has undergone rapid growth in response to the increasing cyber threats. Cybersecurity includes important tactics that help protect the digital environment, which are firewalls, encryption, secure passwords, and threat detection and response systems. Employees must be trained on these tactics. This article will discuss the five most pressing challenges facing the cybersecurity industry today that must be taken into account by businesses, organizations, and individuals in order to secure their confidential data from cybercrime. The conclusion of the article highlighted the significance of growing awareness about cybersecurity risks in order to effectively handle digital environments and protect them from any electronic threats.

show abstract

Introduction to The Data Mining Techniques in Cybersecurity

Cited by 22 publications

References 16 publications

The Significance of Machine Learning and Deep Learning Techniques in Cybersecurity: A Comprehensive Review

The Significance of Machine Learning and Deep Learning Techniques in Cybersecurity: A Comprehensive Review

Towards Artificial Intelligence-Based Cybersecurity: The Practices and ChatGPT Generated Ways to Combat Cybercrime

Exploring the Top Five Evolving Threats in Cybersecurity: An In-Depth Overview

Contact Info

Product

Resources

About