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Call for Papers:Vol.11 Issue.3

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Title: :  MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL
PaperId: :  22806
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22806
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
BHARATHKUMAR JBANNARI AMMAN INSTITUTE OF TECHNOLOGY
ATHIBAN SBANNARI AMMAN INSTITUTE OF TECHNOLOGY
MALCOM VIJAY JOSEPHRAJ DBANNARI AMMAN INSTITUTE OF TECHNOLOGY
GOPALAKRISHNAN BBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

Computer Engineering
Phishing, Multi Objective firefly optimization,defence, websites.
Phishing attacks exert a significant influence on the internet, yielding financial setbacks, identity misappropriation and data infringements. They undermine trust in online dealings and impair email sender credibility. These assaults frequently propagate malware and filch login particulars, resulting in compromised websites and services. Phishing incidents diminish productivity in enterprises and have the potential to disseminate disinformation. The defence against phishing depletes substantial resources and exerts a global economic impact. In a nutshell, phishing attacks wield extensive ramifications on individuals, entities, and the broader internet ecosystem. There are various evolutionary algorithms introduced to provide the solutions. Multi Objective firefly optimization algorithm combines multiple objectives to enhance performance of a detection model. It draws inspiration from the collective behaviour of fireflies. The algorithm aims to strike a balance between reducing both false positives and false negatives, all the while striving to attain a diverse set of objectives, such as Accuracy, Recall, precision and F1-score. This will ultimately enhance the overall effectiveness of the detection process. The proposed algorithm offers a robust countermeasure against evolving and adaptable phishing strategies, displaying remarkable resistance to attacks of varying degrees of complexity.

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IJARIIE BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. "MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 755-769
MLA BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. "MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 755-769.
APA BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, & GOPALAKRISHNAN B. (2024). MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 755-769.
Chicago BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. "MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 755-769.
Oxford BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. 'MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 755-769. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/MULTI_OBJECTIVE_FIREFLY_OPTIMIZATION_ALGORITHM _FOR_PHISHING_ATTACK_DETECTION_USING_ARTIFICIAL_NEURAL_NETWORK_MODEL_ijariie22806.pdf (Accessed : ).
Harvard BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. (2024) 'MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 755-769IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/MULTI_OBJECTIVE_FIREFLY_OPTIMIZATION_ALGORITHM _FOR_PHISHING_ATTACK_DETECTION_USING_ARTIFICIAL_NEURAL_NETWORK_MODEL_ijariie22806.pdf (Accessed : )
IEEE BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B, "MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 755-769, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/MULTI_OBJECTIVE_FIREFLY_OPTIMIZATION_ALGORITHM _FOR_PHISHING_ATTACK_DETECTION_USING_ARTIFICIAL_NEURAL_NETWORK_MODEL_ijariie22806.pdf [Accessed : ].
Turabian BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. "MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver BHARATHKUMAR J, ATHIBAN S, MALCOM VIJAY JOSEPHRAJ D, and GOPALAKRISHNAN B. MULTI-OBJECTIVE FIREFLY OPTIMIZATION ALGORITHM  FOR PHISHING ATTACK DETECTION USING ARTIFICIAL NEURAL NETWORK MODEL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 755-769. Available from: https://ijariie.com/AdminUploadPdf/MULTI_OBJECTIVE_FIREFLY_OPTIMIZATION_ALGORITHM _FOR_PHISHING_ATTACK_DETECTION_USING_ARTIFICIAL_NEURAL_NETWORK_MODEL_ijariie22806.pdf
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