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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 109
Article Submitted : 16085
Article Published : 7083
Total Authors : 19053
Total Reviewer : 687
Total Countries : 125
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Published Paper Details
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| Paper Title: | Malware Detection In Jpeg Images Using Ensemble Learning |
| Authors Name: | Devika Radhakrishnan , Husna Binth Muhammed , Sumayya K , Chithra Rani P R |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_182983
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| Published Paper Id: | IJRTI2207099 |
| Published In: | Volume 7 Issue 7, July-2022 |
| DOI: | |
| Abstract: | As of past due digital assaults are improved and virtual crooks are trying to find a viable vector. JPEG snap shots are commonly utilized as an assault vector due to its lossy nature . They're prominently used by every person from human beings to significant institutions .So it is particularly essential to take conscious of this assault. On this paper we gift Malware reputation in JPEG images utilizing amassing learning.We collect ordinary photos and harmless images from infection all out. Ensemble learning is an ML model that joins the forecasts from as a minimum two models or the calculations that consolidate the expectancies from at the least two fashions. Here we make use of three styles of detail extractions, as an example, header based highlight extraction, histogram based totally include extraction and min-hash method based on 10 straightforward yet discriminative elements from the JPEG record shape. Three sorts of classifiers are utilized here like Logistic Regression, Random woods, Naive Bayes classifier. Then we foresee the relating photograph we stacked as malware or harmless. The outcome indicates that with the usage of institution getting to know model we get a most noteworthy vicinity capability. |
| Keywords: | JPEG,QOE,EML,ML,EOI,MalJPEG |
| Cite Article: | "Malware Detection In Jpeg Images Using Ensemble Learning", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 7, page no.687 - 690, July-2022, Available :http://www.ijrti.org/papers/IJRTI2207099.pdf |
| Downloads: | 000204899 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2207099
Registration ID:182983
Published In: Volume 7 Issue 7, July-2022
DOI (Digital Object Identifier):
Page No: 687 - 690 Country: Ernakulam, Kerala, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2207099 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2207099 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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