Statistical Evaluation of Network Packets in an Intrusion Detection Mechanism Using ML and DL Techniques

Raju, K. Srujan; Singh, Manmohan; Subburaj, T.; Mahajan, Rashima; Victoria, D. Rosy Salomi; Ramkumar, R.; Fahamitha, J.

doi:10.1080/01969722.2023.2175137

Cited by 1 publication

(1 citation statement)

References 16 publications

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“…The research in [18] introduces a novel Data Integrity based Hash Protection (DIHP) algorithm within the Intermediate System to Intermediate System (IS-IS) protocol for securing Mobile Ad hoc Networks (MANET), demonstrating improved data transmission security, reduced data flow rate, and superior performance metrics compared to existing protocols [22]. The research in [19][20][21] explores the imminent deployment of 6G wireless technology, anticipated between 2027 and 2030, emphasizing its integration with artificial intelligence, optical wireless technology, and sub-mm waves, offering unprecedented speeds, terabytes of data traffic, and enabling futuristic applications like holographic communication and X reality.…”

Section: Literature Reviewmentioning

confidence: 99%

Next-Generation Threat Detection and Mitigation in 6G Wireless Networks Using IAM, ZTNA and Advanced Security Mechanisms

S.Sankar Ganesh

2024

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As the deployment of 6G wireless networks looms on the horizon, the imperative to fortify their security infrastructure becomes increasingly pressing. One way to achieve this is through Identity and Access Management (IAM) frameworks to implement strong authentication and authorization mechanisms. Zero Trust Network Access (ZTNA) architectures advocate for a shift towards continuous verification and least-privileged access principles. Secure network segmentation and behavior anomaly detection systems limit the scope of potential breaches. Intrusion Detection and Prevention Systems (IDPS) detect and block cyber threats. These advanced security mechanisms improve the resilience of 6G networks and ensure the integrity, confidentiality, and availability of critical network assets. IAM protocols exhibit fast user authentication speeds with average authentication time of 0.5 seconds. ZTNA frameworks ensure high network security with a 98% detection rate of abnormal network behaviors

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Section: Literature Reviewmentioning

confidence: 99%

Next-Generation Threat Detection and Mitigation in 6G Wireless Networks Using IAM, ZTNA and Advanced Security Mechanisms

S.Sankar Ganesh

2024

jes

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show abstract

Statistical Evaluation of Network Packets in an Intrusion Detection Mechanism Using ML and DL Techniques

Cited by 1 publication

References 16 publications

Next-Generation Threat Detection and Mitigation in 6G Wireless Networks Using IAM, ZTNA and Advanced Security Mechanisms

Next-Generation Threat Detection and Mitigation in 6G Wireless Networks Using IAM, ZTNA and Advanced Security Mechanisms

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