A Deep Learning Approach for Detecting Unknown Malware

By Alex Woodie

All of the major antivirus vendors at this point are moving towards machine learning approaches to keep up with the evolving threat landscape. That’s the good news. However, with upwards of 1 million new pieces of malware released into the wild per day, traditional machine learning approaches may be not be up to the task. Now a company called Deep Instinct is hoping to take malware detection to the next level by using deep learning.

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