Sophos Introduces Deep Learning into Its Email Solution

Many companies are trying to engineer a breakthrough in their cybersecurity strategies to combat malware and ransomware attacks. Among these companies, ransomware removal experts are relying on network security provider, Sophos, to develop an email protection solution that can help to fight against advanced malware and ransomware attacks.

Inspiration behind the Solution

According to ransomware removal experts, the email solution has been made powerful through the use of deep learning algorithms. Deep Learning is one of the latest subfields of machine learning that helps computers to learn and predict future outcomes.

Email continues to be the leading distribution strategy that is used by hackers to proliferate their ransomware and malware campaigns. Sophos’ email tools compute more than 10 million emails daily. Its research found majority of the organizations in the world to be attacked by a ransomware attack in the last year. Moreover, they found more than 75 percent of their spam emails to be comprised of malicious viruses.

How Does The Solution Work?

Sophos email solution employs the use of neural networks. Neutral networks are one of the algorithms of deep learning that helps the computer to think like a human brain. Neural networks are trained with a dataset that helps them to think dynamically to handle an unfamiliar situation without the need of human interference.

Neural networks’ integration in Sophos email solution helps to counter unfamiliar threats by going over the attached files in an email before a user opens or downloads them. The solution will analyze and predict quickly whether the email is corrupted with a malicious payload or not.

Moreover, Sophos email also helps to verify the legitimacy of links provided in emails. According to ransomware removal experts, hackers either add a file attachment in their emails or try to add tempting links with click-bait potential. Sophos solution scans any hyperlink present in an email and notifies the presence of any dangerous malware or ransomware in time.

Furthermore, other advance features include multiple policy support and outbound scanning. This means that when an individual or organization’s email account is infected with a ransomware or malware, the solution will limit it from spreading to other organizations or individuals.

Related Posts