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	<title>Volume-1 Issue-2, November 2021 &#8211; Indian Journal of Cryptography and Network Security (IJCNS)</title>
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	<title>Volume-1 Issue-2, November 2021 &#8211; Indian Journal of Cryptography and Network Security (IJCNS)</title>
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		<title>A1408111221</title>
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					<description><![CDATA[<p>The Indian Journal of Cryptography and Network Security (IJCNS) has ISSN 2582-9238 (online), an open-access, peer-reviewed, periodical half-yearly international journal, which is published by Lattice Science Publication (LSP) in May and November. The aim of the journal is to publish high quality peer–reviewed original articles in the area of Cryptography and Network Security that covers Cryptographic Protocols, Cryptography and Coding, Untrace-Ability, Privacy and Authentication, Key Management, Authentication, Trust Management, Quantum Cryptography, Computational Intelligence in Security, Artificial Immune Systems, Biological &amp; Evolutionary, Computation, Intelligent Agents and Systems, Reinforcement &amp; Unsupervised Learning, Autonomy-Oriented Computing, Coevolutionary Algorithms, Fuzzy Systems, Biometric Security, Trust Models and Metrics, Regulation and Trust Mechanisms, Data Integrity, Models for Authentication, Trust and Authorization, Wireless Network Security, Information Hiding, Data &amp; System Integrity, Access Control and Intrusion Detection, Intrusion Detection and Vulnerability Assessment, Authentication and Non-Repudiation, Identification and Authentication Insider Threats and Countermeasures, Intrusion Detection &amp; Prevention, Secure Cloud Computing, Security Information Systems Architecture and Design and Security Patterns, Security Management, Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.), Sensor and Mobile ad hoc Network Security, Service and Systems Design and QOS Network Security, System Security, Intrusion Detection, Secure end Systems, Secure Operating Systems, Data Base Security, Security Infrastructures, Security Evaluation, Software Security, Security and Privacy in Mobile Systems, Security and Privacy in Pervasive/Ubiquitous Computing, Security and Privacy in Web Services, Security and Privacy Policies, Security Area Control, Security Deployment, Security Engineering, Security for Grid Computing, Security in Distributed Systems, Network Security, Internet Security, Firewalls, Mobile Security, Security Agents, Protocols, Anti-Virus and Anti-Hacker Measures, Content Protection, Software Protection, Tamper Resistant Software, Electronic Commerce, Electronic Government, Health, Telecommunications, Mobility, Foundations, Privacy, Access Control, Identification, Applied Cryptography and Formal Methods in Information Security.#Cryptographic Protocols #Cryptography and Coding #Untrace-Ability #Privacy and Authentication #Key Management #Authentication #Trust Management #Quantum Cryptography #Computational Intelligence in Security #Artificial Immune Systems #Biological &amp; Evolutionary Computation #Intelligent Agents and Systems #Reinforcement &amp; Unsupervised Learning #Autonomy-Oriented Computing #Coevolutionary Algorithms #Fuzzy Systems #Biometric Security #Trust Models and Metrics #Regulation and Trust Mechanisms #Data Integrity #Models for Authentication #Trust and Authorization #Wireless Network Security #Information Hiding #Data &amp; System Integrity #Access Control and Intrusion Detection #Intusion Detection and Vulnerability Assessment #Authentication and Non-Repudiation #Identification and Authentication #Insider Threats and Countermeasures #Intrusion Detection &amp; Prevention #Secure Cloud Computing #Security Information Systems Architecture and Design and Security Patterns #Security Management #Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.) #Sensor and Mobile ad hoc Network Security #Service and Systems Design and QOS Network Security #System Security #Intrusion Detection #Secure end Systems #Secure Operating Systems #Data Base Security #Security Infrastructures #Security Evaluation #Software Security #Security and Privacy in Mobile Systems #Security and Privacy in Pervasive/Ubiquitous Computing #Security and Privacy in Web Services #Security and Privacy Policies #Security Area Control #Security Deployment #Security Engineering #Security for Grid Computing #Security in Distributed Systems #Network Security #Internet Security #Firewalls #Mobile Security #Security Agents #Protocols #Anti-Virus and Anti-Hacker Measures #Content Protection #Software Protection #Tamper Resistant Software #Electronic Commerce #Electronic Government #Health #Telecommunications #Mobility #Foundations #Privacy #Access Control #Authentication #Identification #Applied Cryptography #Formal Methods in Information Security #PhD ademic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons #PhD #Academic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons</p>
<p>The post <a rel="nofollow" href="https://www.ijcns.latticescipub.com/portfolio-item/a1408111221/">A1408111221</a> appeared first on <a rel="nofollow" href="https://www.ijcns.latticescipub.com">Indian Journal of Cryptography and Network Security (IJCNS)</a>.</p>
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										<content:encoded><![CDATA[<p>The Indian Journal of Cryptography and Network Security (IJCNS) has ISSN 2582-9238 (online), an open-access, peer-reviewed, periodical half-yearly international journal, which is published by Lattice Science Publication (LSP) in May and November. The aim of the journal is to publish high quality peer–reviewed original articles in the area of Cryptography and Network Security that covers Cryptographic Protocols, Cryptography and Coding, Untrace-Ability, Privacy and Authentication, Key Management, Authentication, Trust Management, Quantum Cryptography, Computational Intelligence in Security, Artificial Immune Systems, Biological &amp; Evolutionary, Computation, Intelligent Agents and Systems, Reinforcement &amp; Unsupervised Learning, Autonomy-Oriented Computing, Coevolutionary Algorithms, Fuzzy Systems, Biometric Security, Trust Models and Metrics, Regulation and Trust Mechanisms, Data Integrity, Models for Authentication, Trust and Authorization, Wireless Network Security, Information Hiding, Data &amp; System Integrity, Access Control and Intrusion Detection, Intrusion Detection and Vulnerability Assessment, Authentication and Non-Repudiation, Identification and Authentication Insider Threats and Countermeasures, Intrusion Detection &amp; Prevention, Secure Cloud Computing, Security Information Systems Architecture and Design and Security Patterns, Security Management, Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.), Sensor and Mobile ad hoc Network Security, Service and Systems Design and QOS Network Security, System Security, Intrusion Detection, Secure end Systems, Secure Operating Systems, Data Base Security, Security Infrastructures, Security Evaluation, Software Security, Security and Privacy in Mobile Systems, Security and Privacy in Pervasive/Ubiquitous Computing, Security and Privacy in Web Services, Security and Privacy Policies, Security Area Control, Security Deployment, Security Engineering, Security for Grid Computing, Security in Distributed Systems, Network Security, Internet Security, Firewalls, Mobile Security, Security Agents, Protocols, Anti-Virus and Anti-Hacker Measures, Content Protection, Software Protection, Tamper Resistant Software, Electronic Commerce, Electronic Government, Health, Telecommunications, Mobility, Foundations, Privacy, Access Control, Identification, Applied Cryptography and Formal Methods in Information Security.#Cryptographic Protocols #Cryptography and Coding #Untrace-Ability #Privacy and Authentication #Key Management #Authentication #Trust Management #Quantum Cryptography #Computational Intelligence in Security #Artificial Immune Systems #Biological &amp; Evolutionary Computation #Intelligent Agents and Systems #Reinforcement &amp; Unsupervised Learning #Autonomy-Oriented Computing #Coevolutionary Algorithms #Fuzzy Systems #Biometric Security #Trust Models and Metrics #Regulation and Trust Mechanisms #Data Integrity #Models for Authentication #Trust and Authorization #Wireless Network Security #Information Hiding #Data &amp; System Integrity #Access Control and Intrusion Detection #Intusion Detection and Vulnerability Assessment #Authentication and Non-Repudiation #Identification and Authentication #Insider Threats and Countermeasures #Intrusion Detection &amp; Prevention #Secure Cloud Computing #Security Information Systems Architecture and Design and Security Patterns #Security Management #Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.) #Sensor and Mobile ad hoc Network Security #Service and Systems Design and QOS Network Security #System Security #Intrusion Detection #Secure end Systems #Secure Operating Systems #Data Base Security #Security Infrastructures #Security Evaluation #Software Security #Security and Privacy in Mobile Systems #Security and Privacy in Pervasive/Ubiquitous Computing #Security and Privacy in Web Services #Security and Privacy Policies #Security Area Control #Security Deployment #Security Engineering #Security for Grid Computing #Security in Distributed Systems #Network Security #Internet Security #Firewalls #Mobile Security #Security Agents #Protocols #Anti-Virus and Anti-Hacker Measures #Content Protection #Software Protection #Tamper Resistant Software #Electronic Commerce #Electronic Government #Health #Telecommunications #Mobility #Foundations #Privacy #Access Control #Authentication #Identification #Applied Cryptography #Formal Methods in Information Security #PhD ademic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons #PhD #Academic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons</p>

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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif;"><span style="font-size: 14pt;"><strong><span style="font-size: 18pt;">Secure Online Transaction using Iris</span><a href="https://crossmark.crossref.org/dialog/?doi=10.54105/ijcns.A1408.111221&amp;domain=https://www.ijcns.latticescipub.com"><img decoding="async" id="crossmark-icon" class="alignnone" src="https://crossmark-cdn.crossref.org/widget/v2.0/logos/CROSSMARK_Color_horizontal.svg" alt="CROSSMARK Color horizontal" width="150" height="33"></a><br />
</strong>K. Sivasankari<span style="font-size: 12pt;"><strong><sup>1</sup></strong></span>, Abhishek Balamurugan<span style="font-size: 12pt;"><strong><sup>2</sup></strong></span>, Sai Dhanush. R<span style="font-size: 12pt;"><strong><sup>3</sup></strong></span>, Sundeep. J.<span style="font-size: 12pt;"><strong><sup>4</sup></strong></span></span></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"><span style="font-family: 'times new roman', times, serif;"><strong><sup>1</sup></strong>Abhishek Balamurugan, B. Tech, Department of Computer Science from SRM University Chennai, (Tamil Nadu) India.</span></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"><span style="font-family: 'times new roman', times, serif;"><strong><sup>2</sup></strong>Sai Dhanush. R, B. Tech, Department of Computer Science from SRM University Chennai born and raised in Chennai, (Tamil Nadu) India.</span></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"><span style="font-family: 'times new roman', times, serif;"><strong><sup>3</sup></strong>Sundeep. J, B. Tech, Department of Computer Science from SRM University Chennai born and raised in Chennai, (Tamil Nadu) India.</span></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"><span style="font-family: 'times new roman', times, serif;"><strong><sup>4</sup></strong>Sivasankari. K, Assistant Professor, Department of Computer Science Engineering, SRMIST, Ramapuram Campus, Chennai, (Tamil Nadu) India.</span></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 12pt;">Manuscript received on 29 September 2021 <strong>|</strong> Revised Manuscript received on 05 October 2021<strong> |</strong> Manuscript Accepted on 15 November 2021 <strong>|</strong> Manuscript published on 30 November 2021 | PP: 5-14 | Volume-1 Issue-2, November 2021 | Retrieval Number: 100.1/ijcns.A1408111221 | DOI: <a href="http://doi.org/10.54105/ijcns.A1408.111221" target="_blank" rel="noopener">10.54105/ijcns.A1408.111221</a></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"> <span style="font-family: 'times new roman', times, serif;"><i class="fa fa-unlock-alt" style="color: blue;"></i><a href="https://www.openaccess.nl/en/open-publications" target="_blank" rel="noopener"> Open Access</a><strong> |</strong> <i class="far fa-file-alt" style="color: blue;"></i><a href="https://www.ijcns.latticescipub.com/ethics-policies/"> Ethics and Policies</a> | <i class="fa fa-quote-right" style="color: blue;"></i><a href="https://citation.crosscite.org/" target="_blank" rel="noopener"> Cite</a> <strong>|</strong> <i class="fa fa-plus" style="color: blue;" aria-hidden="true"></i><a href="https://www.mendeley.com/catalogue/d876c5d7-08ce-3e40-accd-89fa2714c4c0" target="_blank" rel="noopener"> Mendeley</a> </span><span style="font-family: 'times new roman', times, serif;"><strong>|</strong> <i class="fa fa-database" style="color: blue;" aria-hidden="true"></i><a href="https://www.ijcns.latticescipub.com/indexing/"> Indexing and Abstracting</a></span></span><br />
<span style="font-family: 'times new roman', times, serif; font-size: 10pt;">© The Authors. Published by Lattice Science Publication (LSP). This is an <a href="https://www.openaccess.nl/en/open-publications" target="_blank" rel="noopener">open-access</a> article under the CC-BY-NC-ND license (<a href="http://creativecommons.org/licenses/by-nc-nd/4.0/" target="_blank" rel="noopener">http://creativecommons.org/licenses/by-nc-nd/4.0/</a>)</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 14pt;"><strong>Abstract:</strong> In this project, we are planning to create a strong robust calculation for executing cash in higher level security reason with high acknowledgment rates in a shifting environment. To begin with, Haar cascade based calculation has been connected for quick and basic confront location from the input picture. The confront picture is at that point being changed over into grayscale picture. After that, the iris, eyebrows, nose, mouth of candidates are extricated from the escalated valleys from the recognized confront.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 12pt;"><span style="font-size: 14pt;"><strong>Keywords: </strong>Adaboost learning, Biometric Verification Software, Haar Cascade, Secure Electronic Transaction.</span><br />
<span style="font-size: 14pt;"> <strong>Scope of the Article: </strong>Secure Electronic Transaction</span><br />
</span></p>
<p>
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<p>The post <a rel="nofollow" href="https://www.ijcns.latticescipub.com/portfolio-item/a1408111221/">A1408111221</a> appeared first on <a rel="nofollow" href="https://www.ijcns.latticescipub.com">Indian Journal of Cryptography and Network Security (IJCNS)</a>.</p>
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		<title>B1411111221</title>
		<link>https://www.ijcns.latticescipub.com/portfolio-item/b1411111221/</link>
		
		<dc:creator><![CDATA[IJCNS Journal]]></dc:creator>
		<pubDate>Mon, 09 Aug 2021 07:35:59 +0000</pubDate>
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					<description><![CDATA[<p>The Indian Journal of Cryptography and Network Security (IJCNS) has ISSN 2582-9238 (online), an open-access, peer-reviewed, periodical half-yearly international journal, which is published by Lattice Science Publication (LSP) in May and November. The aim of the journal is to publish high quality peer–reviewed original articles in the area of Cryptography and Network Security that covers Cryptographic Protocols, Cryptography and Coding, Untrace-Ability, Privacy and Authentication, Key Management, Authentication, Trust Management, Quantum Cryptography, Computational Intelligence in Security, Artificial Immune Systems, Biological &amp; Evolutionary, Computation, Intelligent Agents and Systems, Reinforcement &amp; Unsupervised Learning, Autonomy-Oriented Computing, Coevolutionary Algorithms, Fuzzy Systems, Biometric Security, Trust Models and Metrics, Regulation and Trust Mechanisms, Data Integrity, Models for Authentication, Trust and Authorization, Wireless Network Security, Information Hiding, Data &amp; System Integrity, Access Control and Intrusion Detection, Intrusion Detection and Vulnerability Assessment, Authentication and Non-Repudiation, Identification and Authentication Insider Threats and Countermeasures, Intrusion Detection &amp; Prevention, Secure Cloud Computing, Security Information Systems Architecture and Design and Security Patterns, Security Management, Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.), Sensor and Mobile ad hoc Network Security, Service and Systems Design and QOS Network Security, System Security, Intrusion Detection, Secure end Systems, Secure Operating Systems, Data Base Security, Security Infrastructures, Security Evaluation, Software Security, Security and Privacy in Mobile Systems, Security and Privacy in Pervasive/Ubiquitous Computing, Security and Privacy in Web Services, Security and Privacy Policies, Security Area Control, Security Deployment, Security Engineering, Security for Grid Computing, Security in Distributed Systems, Network Security, Internet Security, Firewalls, Mobile Security, Security Agents, Protocols, Anti-Virus and Anti-Hacker Measures, Content Protection, Software Protection, Tamper Resistant Software, Electronic Commerce, Electronic Government, Health, Telecommunications, Mobility, Foundations, Privacy, Access Control, Identification, Applied Cryptography and Formal Methods in Information Security.#Cryptographic Protocols #Cryptography and Coding #Untrace-Ability #Privacy and Authentication #Key Management #Authentication #Trust Management #Quantum Cryptography #Computational Intelligence in Security #Artificial Immune Systems #Biological &amp; Evolutionary Computation #Intelligent Agents and Systems #Reinforcement &amp; Unsupervised Learning #Autonomy-Oriented Computing #Coevolutionary Algorithms #Fuzzy Systems #Biometric Security #Trust Models and Metrics #Regulation and Trust Mechanisms #Data Integrity #Models for Authentication #Trust and Authorization #Wireless Network Security #Information Hiding #Data &amp; System Integrity #Access Control and Intrusion Detection #Intusion Detection and Vulnerability Assessment #Authentication and Non-Repudiation #Identification and Authentication #Insider Threats and Countermeasures #Intrusion Detection &amp; Prevention #Secure Cloud Computing #Security Information Systems Architecture and Design and Security Patterns #Security Management #Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.) #Sensor and Mobile ad hoc Network Security #Service and Systems Design and QOS Network Security #System Security #Intrusion Detection #Secure end Systems #Secure Operating Systems #Data Base Security #Security Infrastructures #Security Evaluation #Software Security #Security and Privacy in Mobile Systems #Security and Privacy in Pervasive/Ubiquitous Computing #Security and Privacy in Web Services #Security and Privacy Policies #Security Area Control #Security Deployment #Security Engineering #Security for Grid Computing #Security in Distributed Systems #Network Security #Internet Security #Firewalls #Mobile Security #Security Agents #Protocols #Anti-Virus and Anti-Hacker Measures #Content Protection #Software Protection #Tamper Resistant Software #Electronic Commerce #Electronic Government #Health #Telecommunications #Mobility #Foundations #Privacy #Access Control #Authentication #Identification #Applied Cryptography #Formal Methods in Information Security #PhD ademic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons #PhD #Academic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons</p>
<p>The post <a rel="nofollow" href="https://www.ijcns.latticescipub.com/portfolio-item/b1411111221/">B1411111221</a> appeared first on <a rel="nofollow" href="https://www.ijcns.latticescipub.com">Indian Journal of Cryptography and Network Security (IJCNS)</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The Indian Journal of Cryptography and Network Security (IJCNS) has ISSN 2582-9238 (online), an open-access, peer-reviewed, periodical half-yearly international journal, which is published by Lattice Science Publication (LSP) in May and November. The aim of the journal is to publish high quality peer–reviewed original articles in the area of Cryptography and Network Security that covers Cryptographic Protocols, Cryptography and Coding, Untrace-Ability, Privacy and Authentication, Key Management, Authentication, Trust Management, Quantum Cryptography, Computational Intelligence in Security, Artificial Immune Systems, Biological &amp; Evolutionary, Computation, Intelligent Agents and Systems, Reinforcement &amp; Unsupervised Learning, Autonomy-Oriented Computing, Coevolutionary Algorithms, Fuzzy Systems, Biometric Security, Trust Models and Metrics, Regulation and Trust Mechanisms, Data Integrity, Models for Authentication, Trust and Authorization, Wireless Network Security, Information Hiding, Data &amp; System Integrity, Access Control and Intrusion Detection, Intrusion Detection and Vulnerability Assessment, Authentication and Non-Repudiation, Identification and Authentication Insider Threats and Countermeasures, Intrusion Detection &amp; Prevention, Secure Cloud Computing, Security Information Systems Architecture and Design and Security Patterns, Security Management, Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.), Sensor and Mobile ad hoc Network Security, Service and Systems Design and QOS Network Security, System Security, Intrusion Detection, Secure end Systems, Secure Operating Systems, Data Base Security, Security Infrastructures, Security Evaluation, Software Security, Security and Privacy in Mobile Systems, Security and Privacy in Pervasive/Ubiquitous Computing, Security and Privacy in Web Services, Security and Privacy Policies, Security Area Control, Security Deployment, Security Engineering, Security for Grid Computing, Security in Distributed Systems, Network Security, Internet Security, Firewalls, Mobile Security, Security Agents, Protocols, Anti-Virus and Anti-Hacker Measures, Content Protection, Software Protection, Tamper Resistant Software, Electronic Commerce, Electronic Government, Health, Telecommunications, Mobility, Foundations, Privacy, Access Control, Identification, Applied Cryptography and Formal Methods in Information Security.#Cryptographic Protocols #Cryptography and Coding #Untrace-Ability #Privacy and Authentication #Key Management #Authentication #Trust Management #Quantum Cryptography #Computational Intelligence in Security #Artificial Immune Systems #Biological &amp; Evolutionary Computation #Intelligent Agents and Systems #Reinforcement &amp; Unsupervised Learning #Autonomy-Oriented Computing #Coevolutionary Algorithms #Fuzzy Systems #Biometric Security #Trust Models and Metrics #Regulation and Trust Mechanisms #Data Integrity #Models for Authentication #Trust and Authorization #Wireless Network Security #Information Hiding #Data &amp; System Integrity #Access Control and Intrusion Detection #Intusion Detection and Vulnerability Assessment #Authentication and Non-Repudiation #Identification and Authentication #Insider Threats and Countermeasures #Intrusion Detection &amp; Prevention #Secure Cloud Computing #Security Information Systems Architecture and Design and Security Patterns #Security Management #Security Requirements (Threats, Vulnerabilities, Risk, Formal Methods, etc.) #Sensor and Mobile ad hoc Network Security #Service and Systems Design and QOS Network Security #System Security #Intrusion Detection #Secure end Systems #Secure Operating Systems #Data Base Security #Security Infrastructures #Security Evaluation #Software Security #Security and Privacy in Mobile Systems #Security and Privacy in Pervasive/Ubiquitous Computing #Security and Privacy in Web Services #Security and Privacy Policies #Security Area Control #Security Deployment #Security Engineering #Security for Grid Computing #Security in Distributed Systems #Network Security #Internet Security #Firewalls #Mobile Security #Security Agents #Protocols #Anti-Virus and Anti-Hacker Measures #Content Protection #Software Protection #Tamper Resistant Software #Electronic Commerce #Electronic Government #Health #Telecommunications #Mobility #Foundations #Privacy #Access Control #Authentication #Identification #Applied Cryptography #Formal Methods in Information Security #PhD ademic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons #PhD #Academic #Scopus #SCI #LatticeScience #Springer, #ScienceDirect #IEEE #Mendeley #Research #Scholarship #UGC #SSRN #LatticeScience #ESCI #Science #Journal #Conference #SSRN #PubLons</p>

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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif;"><span style="font-size: 14pt;"><strong><span style="font-size: 18pt;">A Network Intrusion Detection System Based on Categorical Boosting Technique using NSL-KDD</span><a href="https://crossmark.crossref.org/dialog/?doi=10.54105/ijcns.B1411.111221&amp;domain=www.ijcns.latticescipub.com"><img decoding="async" id="crossmark-icon" class="alignright" src="https://crossmark-cdn.crossref.org/widget/v2.0/logos/CROSSMARK_Color_horizontal.svg" alt="CROSSMARK Color horizontal" width="150" height="33"></a><br />
</strong>Shiladitya Raj<span style="font-size: 12pt;"><strong><sup>1</sup></strong></span>, Megha Jain<span style="font-size: 12pt;"><strong><sup>2</sup></strong></span>, Pradeep Chouksey<span style="font-size: 12pt;"><strong><sup>3</sup></strong></span></span></span></p>
<p style="text-align: justify;"><span style="font-size: 12pt;"><span style="font-family: 'times new roman', times, serif;"><strong><sup>1</sup></strong>Shiladitya Raj, M.Tech, Department of Computer Science, Lakshmi Narain College of Technology Excellence Bhopal (M.P.), India 
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<p style="text-align: justify;"><span style="font-size: 12pt;"><strong><span style="font-family: 'times new roman', times, serif;"><sup>2</sup></span></strong><span style="font-family: 'times new roman', times, serif;">Megha Jain, Assistant Professor, Department of Computer Science, Lakshmi Narain College of Technology Excellence Bhopal (M.P.), India. 
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<p style="text-align: justify;"><span style="font-size: 12pt;"><strong><span style="font-family: 'times new roman', times, serif;"><sup>3</sup></span></strong><span style="font-family: 'times new roman', times, serif;">Dr. Pradeep Chouksey, Professor, Department of Computer Science, Lakshmi Narain College of Technology Excellence Bhopal (M.P.), India. 
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 12pt;">Manuscript received on 20 October 2021 <strong>|</strong> Revised Manuscript received on 24 October 2021 <strong>|</strong> Manuscript Accepted on 15 November 2021 <strong>|</strong> Manuscript published on 30 November 2021 | PP: 1-4 | Volume-1 Issue-2, November 2021 | Retrieval Number: 100.1/ijcns.B1411111221 | DOI: <a href="http://doi.org/10.54105/ijcns.B1411.111221" target="_blank" rel="noopener">10.54105/ijcns.B1411.111221</a></span></p>
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<span style="font-family: 'times new roman', times, serif; font-size: 10pt;">© The Authors. Published by Lattice Science Publication (LSP). This is an <a href="https://www.openaccess.nl/en/open-publications" target="_blank" rel="noopener">open-access</a> article under the CC-BY-NC-ND license (<a href="http://creativecommons.org/licenses/by-nc-nd/4.0/" target="_blank" rel="noopener">http://creativecommons.org/licenses/by-nc-nd/4.0/</a>)</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 14pt;"><strong>Abstract:</strong> Massive volumes of network traffic &amp; data are generated by common technology including the Internet of Things, cloud computing &amp; social networking. Intrusion Detection Systems are therefore required to track the network which dynamically analyses incoming traffic. The purpose of the IDS is to carry out attacks inspection or provide security management with desirable help along with intrusion data. To date, several approaches to intrusion detection have been suggested to anticipate network malicious traffic. The NSL-KDD dataset is being applied in the paper to test intrusion detection machine learning algorithms. We research the potential viability of ELM by evaluating the advantages and disadvantages of ELM. In the preceding part on this issue, we noted that ELM does not degrade the generalisation potential in the expectation sense by selecting the activation function correctly. In this paper, we initiate a separate analysis &amp; demonstrate that the randomness of ELM often contributes to some negative effects. For this reason, we have employed a new technique of machine learning for overcoming the problems of ELM by using the Categorical Boosting technique (CAT Boost).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; font-size: 12pt;"><span style="font-size: 14pt;"><strong>Keywords: </strong>IDS, Network Security, Intrusion Detection, Malicious traffic, Network Traffic Classification.</span><br />
<span style="font-size: 14pt;"> <strong>Scope of the Article:</strong> Privacy and Authentication</span><br />
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