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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 : 108
Article Submitted : 15207
Article Published : 6791
Total Authors : 18222
Total Reviewer : 664
Total Countries : 121
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Published Paper Details
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| Paper Title: | Permission and Header Based Android Application |
| Authors Name: | Jayshree Alhate , Roshni Makhija , Rajashri Mahajan |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_181565
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| Published Paper Id: | IJRTI2106019 |
| Published In: | Volume 6 Issue 6, June-2021 |
| DOI: | |
| Abstract: | We propose a novel android malware detection system that uses a deep convolutional neural network Malware classification is performed based on static analysis of the raw opcode sequence from a disassembled program. To solve these challenges, we propose system to identify malware both efficiently and effectively. The novel technique enabling effectiveness is the Semantic-based deep learning. We use Long Short Term Memory on the semantic structure of Android bytecode, avoiding missing the details of method-level bytecode semantics. To achieve efficiency, we apply Multilayer Perceptron on the xml files based on the finding that most malware can be efficiently identified using information only from xml files. |
| Keywords: | Android Malware Detection; Deep Learning, Deep Refiner. |
| Cite Article: | "Permission and Header Based Android Application", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.6, Issue 6, page no.101 - 106, June-2021, Available :http://www.ijrti.org/papers/IJRTI2106019.pdf |
| Downloads: | 000204838 |
| 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: IJRTI2106019
Registration ID:181565
Published In: Volume 6 Issue 6, June-2021
DOI (Digital Object Identifier):
Page No: 101 - 106 Country: -, -, - Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2106019 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2106019 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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