International Journal for Research in Applied Science and Engineering Technology, Mar 31, 2019
Android Malware detection is a very important factor in security of the smartphones and computer ... more Android Malware detection is a very important factor in security of the smartphones and computer systems. However, now days used signature-based technique cannot be provide accurate detection in polymorphic viruses and zero-day attacks. So there is a need to malwares detection using machine learning. The purpose of this work is the improved malware and benign detection accuracy based on machine learning algorithms. The Multilevel classification model for malwares detection by using training a model of the base classifiers machine learning algorithms at the lower level and A set of the ranking algorithms at higher level to enable fusion using pairwise combination of ranking algorithms and detect the better average accuracy of fusion.
Conveying important messages to the students in an Institution is a very big challenge. Because, ... more Conveying important messages to the students in an Institution is a very big challenge. Because, only very few students check their E-mail account daily and they find it very uninteresting. Therefore, here we propose a mobile application that can help to overcome from this problem. Today everyone have a smart with them with internet and people feel more comfortable to communicate with a messenger than emails. This habit of messaging lead us to create such application through which professors and students can communicate to each other, can share data (files like pdf, word, excel, etc.), student can ask questions to their faculty if they have any doubts in any regards, important information and messages related to the academics, and many other facilities. Changes in the schedule are notified to staff and students also, so that proper utilization of the time is achieved. Whereas it becomes easy for faculty to convey the digital content related to the academic like attendance-sheet, res...
International Journal for Research in Applied Science and Engineering Technology, Mar 31, 2019
Android Malware detection is a very important factor in security of the smartphones and computer ... more Android Malware detection is a very important factor in security of the smartphones and computer systems. However, now days used signature-based technique cannot be provide accurate detection in polymorphic viruses and zero-day attacks. So there is a need to malwares detection using machine learning. The purpose of this work is the improved malware and benign detection accuracy based on machine learning algorithms. The Multilevel classification model for malwares detection by using training a model of the base classifiers machine learning algorithms at the lower level and A set of the ranking algorithms at higher level to enable fusion using pairwise combination of ranking algorithms and detect the better average accuracy of fusion.
Conveying important messages to the students in an Institution is a very big challenge. Because, ... more Conveying important messages to the students in an Institution is a very big challenge. Because, only very few students check their E-mail account daily and they find it very uninteresting. Therefore, here we propose a mobile application that can help to overcome from this problem. Today everyone have a smart with them with internet and people feel more comfortable to communicate with a messenger than emails. This habit of messaging lead us to create such application through which professors and students can communicate to each other, can share data (files like pdf, word, excel, etc.), student can ask questions to their faculty if they have any doubts in any regards, important information and messages related to the academics, and many other facilities. Changes in the schedule are notified to staff and students also, so that proper utilization of the time is achieved. Whereas it becomes easy for faculty to convey the digital content related to the academic like attendance-sheet, res...
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Papers by Mahesh Gawale