Improvement of Performance Intrusion Detection System (IDS) Using Artificial Neural Network Ensemble

The main focus from one of the problems in computer networks is computer security systems because of the high threat of attack from the internet in recent years. Therefore, an Intrusion Detection System (IDS) that monitors the traffic of computer networks and oversight of suspicious activities in a computer network is required. Research on intrusion detection system has been carried out. Several researches have used artificial neural networks combined with a fuzzy clustering method to detect attacks. However, there is an issue that arises from the use of such algorithms.

Spotlight

onShore Security

onShore Security, with its Panoptic Cyberdefense Security Operations Center, is one of a few cybersecurity providers countrywide that monitors, correlates, and analyzes organization-wide network security data 24/7. Our ELK-stack SIEM correlates data from any system, IDS on your site (lateral and egress), cloud-placed sensors, netflow collectors, firewalls, network devices, and encrypted payloads with logs from your systems to provide an end-to-end security picture. Through our Cybersecurity Leadership and Managed Security Solutions initiatives, we consult for large regional banks.

OTHER WHITEPAPERS
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Revolutionizing cybersecurity

whitePaper | October 31, 2021

FINX, a platform established since 2018 that is enabled by blockchain technology to create the world’s 1st comprehensive decentralized banking platform. FINX aspires to resolve the problem of high banking costs imposed by conventional banks and serve the unbanked market in Southeast Asia.

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Cross-Generational Security Of Mobile Telephony

whitePaper | August 4, 2022

Abstract— With the recent roll-outs of 5G networks and the rise of phones supporting the standard, it’s critical to examine the technical underpinnings of 5G system security. The fifth generation of 3GPP (3rd Generation Partnership Project) mobile telephony, the lack of understanding, outright hostility, and general confusion surrounding this roll-out is unmatched in the history of mobility. We aim to alleviate much of the confusion and hostility by providing an overarching description and security document.

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Avoiding the Security Pitfalls of Digital Transformation

whitePaper | April 1, 2020

Avoiding the Security Pitfalls of Digital Transformation is a webinar that will explore how organizations can cut through the noise and make a success of cloud transformation, leveraging the benefits of cloud technologies including efficiency, agility and scalability while avoiding the pitfalls.

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Post-Covid-19: Digital Transformation and OT Cyber Security in Asia

whitePaper | November 2, 2022

Digital transformation has been dramatically accelerated by the Covid-19 pandemic, requiring businesses and operations to quickly set up infrastructures to maintain business continuity. And no part of the network has been impacted more than the OT environment. New systems allow employees to operate from home and for equipment vendors to connect remotely to the network to maintain production. And as we emerge from the pandemic, organisations are now more cognisant of the advantages of scaling their business and operations beyond their traditional network perimeters than ever before.

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Closing the Human Error Gap in Cybersecurity

whitePaper | June 23, 2023

The increasing reliance on digital technology has made cybersecurity a critical concern for organizations worldwide. While technological advancements have provided businesses with unprecedented opportunities, they have also exposed them to a myriad of cyber threats. In this context, human error has emerged as a significant vulnerability. While an overwhelming majority of the human error related wrong decisions are unintentional, they can happen to anyone. This whitepaper aims to provide a comprehensive approach to closing the human error gap in cybersecurity, focusing on both cybersecurity awareness training and proactive security measures that minimize the need for users to be cyber smart.

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5 Top Residential Security Trends to Watch in 2023

whitePaper | February 24, 2023

The security industry has gained millions of households due to the explosion of DIY offerings and COVID-19. Households sought stability and safety during COVID and were able to find low-cost solutions. In 2022 though, home security system adoption slowed with home security ownership dropping from 2021 levels. The industry’s top players, however, are achieving record revenue in 2022 and that shows no signs of slowing. The rebound of professional installation since 2020 and recent solar system and service offerings have generated robust revenue growth.

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Spotlight

onShore Security

onShore Security, with its Panoptic Cyberdefense Security Operations Center, is one of a few cybersecurity providers countrywide that monitors, correlates, and analyzes organization-wide network security data 24/7. Our ELK-stack SIEM correlates data from any system, IDS on your site (lateral and egress), cloud-placed sensors, netflow collectors, firewalls, network devices, and encrypted payloads with logs from your systems to provide an end-to-end security picture. Through our Cybersecurity Leadership and Managed Security Solutions initiatives, we consult for large regional banks.

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