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Survey on Deep Learning Approaches for Detection of Email Security Threat

Computers, Materials & Continua 2023年第10期77卷 325-348页

作者： Mozamel M.Saeed Zaher Al Aghbari Department of Computer Science Prince Sattam bin Abdulaziz UniversityAl Kharj11912Saudi Arabia Department of Computer Science University of SharjahSharjah27272United Arab Emirates

Emailing is among the cheapest and most easily accessible platforms,and covers every idea of the present century like banking,personal login database,academic information,invitation,marketing,advertisement,social engineering,model creation on cyber-based technologies,*** uncontrolled development and easy access to the internet are the reasons for the increased insecurity in email ***,this review paper aims to investigate deep learning approaches for detecting the threats associated with e-mail *** study compiles the literature related to the deep learning methodologies,which are applicable for providing safety in the field of cyber security of email in different *** data were extracted from different research *** paper discusses various solutions for handling these *** challenges and issues are also investigated for e-mail security threats including social engineering,malware,spam,and phishing in the existing solutions to identify the core current problem and set the road for future *** review analysis showed that communication media is the common platform for attackers to conduct fraudulent activities via spoofed e-mails and fake websites and this research has combined the merit and demerits of the deep learning approaches adaption in email security threat by the usage of models and *** study highlighted the contrasts of deep learning approaches in detecting email security *** review study has set criteria to include studies that deal with at least one of the six machine models in cyber security.

关键词： attackers deep learning methods e-mail security threats machine learning phishing

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Performance of unique and secure routing protocol(USRP)in flying Adhoc Networks for healthcare applications

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High-Confidence Computing 2024年第1期4卷 24-31页

作者： J.Vijitha Ananthi P.Subha Hency Jose Department of Biomedical Engineering Karunya Institute of Technology and SciencesCoimbatoreIndia

Nowadays,Flying Adhoc Networks play a vital role due to its high efficiency in fast *** aerial vehicles transmit data much faster than other networks and are useful in all aspects of *** healthcare applications,wireless body area network transmits the data,whereas the security,which is the most important concern to be focused in a flying adhoc network is not *** intruders tamper the network,degrading the overall network *** avoid security issues,a unique and secure routing protocol that provides a single solution for five different types of attacks such as,black hole attacks,grey hole attacks,yoyo attacks,conjoint attack and jamming attacks,is *** simulation results analyses the network performance by using the proposed routing *** comparison to the other solutions rendered to resolve the affected network,this proposed routing protocol has a higher throughput,higher delivery rate,and lower *** Unique and Secure Routing Protocol(USRP)provides an integrated solution for an efficient and secure communication in a flying adhoc network.

关键词： Secure routing protocol Flying Adhoc Networks Unmanned aerial vehicles Mobile Adhoc network attackers Denial of service attacks

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