Using AI to Fight Malware
Technology companies are increasing security software capabilities to more effectively respond to the rapidly evolving threat landscape. Artificial intelligence (AI) and ML are at the heart of these efforts because they detect advanced and previously unknown malware faster than traditional antivirus solutions.
In February 2018, thousands of users were infected with the malware in USA, because a breach in existing antivirus software. Traditional security solutions are no longer a viable option, and adopting AI and ML-based solutions faster will only guarantee against persistent and awkward cyber attacks.
Microsoft was immediately alerted through cloud-based AV software. Available by default on all Windows 10 PCs, the software scans files using a lightweight machine learning (ML) model built into the client's system and finds the file suspicious.
The file is then sent to the antivirus cloud service, where the metadata-based ML classifier immediately identifies and blocks the file, while the deep learning ML model identifies the file as a variant of Trojan:Win32/Emotet, which is widely used, bank spying malware.