The Microsoft Download Manager solves these potential problems. You might not be able to pause the active downloads or resume downloads that have failed. (You would have the opportunity to download individual files on the "Thank you for downloading" page after completing your download.)įiles larger than 1 GB may take much longer to download and might not download correctly. In this case, you will have to download the files individually. You may not be able to download multiple files at the same time. If you do not have a download manager installed, and still want to download the file(s) you've chosen, please note: Stand-alone download managers also are available, including the Microsoft Download Manager. Many web browsers, such as Internet Explorer 9, include a download manager. We demonstrate that this assumption is possible by experimental results with our annotated datasets of two different file formats (e.g., Portable Document Format (PDF) and Hangul Word Processor (HWP)).Generally, a download manager enables downloading of large files or multiples files in one session. In this paper, we assume that different file formats may contribute to each other, and deep-learning models will have a better chance to learn more promising patterns for better performance. Although there have been malware detection studies using the deep-learning models, they commonly aimed at a single file format and did not take using different formats into consideration. Especially, the deep-learning models have been used to learn arbitrary patterns from byte streams, and they exhibited successful performance on malware detection task.
As new infected non-executables keep appearing, deep-learning models are drawing attention because they are known to be effective and have better generalization power.
Web users are vulnerable to non-executable files such as Word files and Hangul Word Processor files because they usually open such files without paying attention. Malware detection is becoming more important task as we face more data on the Internet.
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