Download A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection PDF Free - Full Version
Download A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection by ['Guddi Shelar'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection
This article proposes a machine learning framework to detect domains generated by domain generation algorithms (DGAs) used by malware. The framework consists of a two-level classification model to distinguish DGA and normal domains, and identify the specific DGA algorithm. It also includes a Hidden Markov Model to predict incoming domain features over time based on historical data. Evaluation of the framework achieved 95.89% accuracy for classifying domains, 92.45% for clustering DGA algorithms, and 95.21% for predictive modeling. A deep neural network model is also proposed to handle the large dataset collected over one year for enhanced analysis.
Detailed Information
| Author: | ['Guddi Shelar'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 18 |
| Language: | English |
| Format: | |
| Price: | FREE |
Safe & Secure Download - No registration required
Why Choose PDFdrive for Your Free A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection Download?
- 100% Free: No hidden fees or subscriptions required for one book every day.
- No Registration: Immediate access is available without creating accounts for one book every day.
- Safe and Secure: Clean downloads without malware or viruses
- Multiple Formats: PDF, MOBI, Mpub,... optimized for all devices
- Educational Resource: Supporting knowledge sharing and learning
Frequently Asked Questions
Is it really free to download A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection PDF?
Yes, on https://PDFdrive.to you can download A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection by ['Guddi Shelar'] completely free. We don't require any payment, subscription, or registration to access this PDF file. For 3 books every day.
How can I read A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection on my mobile device?
After downloading A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection PDF, you can open it with any PDF reader app on your phone or tablet. We recommend using Adobe Acrobat Reader, Apple Books, or Google Play Books for the best reading experience.
Is this the full version of A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection?
Yes, this is the complete PDF version of A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection by ['Guddi Shelar']. You will be able to read the entire content as in the printed version without missing any pages.
Is it legal to download A Machine Learning Framework For Domain Generation Algorithm (DGA) - Based Malware Detection PDF for free?
https://PDFdrive.to provides links to free educational resources available online. We do not store any files on our servers. Please be aware of copyright laws in your country before downloading.
The materials shared are intended for research, educational, and personal use in accordance with fair use principles.
