ENHANCING INTRUSION DETECTION SYSTEMS: INNOVATIVE DEEP LEARNING APPROACHES USING CNN, RNN, DBN AND AUTOENCODERS FOR ROBUST NETWORK SECURITY

Enhancing intrusion detection systems: Innovative deep learning approaches using CNN, RNN, DBN and autoencoders for robust network security

The increasing sophistication diamond painting strand en zee of cyber threats poses significant challenges to network security.This makes effective intrusion detection system (IDS) more important than ever before.Conventional IDS methods, which often rely on signatures or rules it will struggle to keep up with its complex attacks and evolution.This

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A Deep Learning-Based Gunshot Detection IoT System with Enhanced Security Features and Testing Using Blank Guns

Although the U.S.makes up only 5% of the global population, it accounts for approximately 31% of public mass shootings.Gun violence and mass shootings not only result in loss of life and injury but also inflict lasting psychological trauma, cause property damage, and lead to significant economic losses.We recently developed and published an embedde

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Detection of a Novel Alphaherpesvirus and Avihepadnavirus in a Plantar Papilloma from a Rainbow Lorikeet (Trichoglosis moluccanus)

Cutaneous plantar papillomas are a relatively common lesion of wild psittacine birds in Australia.Next-generation sequencing technology was used to investigate the potential bar drain board aetiologic agent(s) for a plantar cutaneous papilloma in a wild rainbow lorikeet (Trichoglosis moluccanus).In the DNA from this lesion, two novel viral sequence

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CoWIN: The future of universal immunization program in India

CoWIN (Covid Vaccine Intelligence Network) is a web-based platform owned and operated by lycogel the Government of India for facilitating COVID-19 vaccination of the citizens.This project is considered a tremendous success, apparent from the sheer number of hassle-free and successful COVID-19 vaccinations.We believe that the CoWIN system is an idea

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