Deep learning is modeled after the human brain, using advanced neural networks that continuously learn as they accumulate more data. Intercept X uses deep learning to detect new (and previously unseen) malware and unwanted applications. Deep Learning Helps Detect and Block Ransomware MORE FROM FEDTECH: Get more details about how attackers are entering networks faster than ever. When ransomware does get into the network, the tool provides a root cause analysis to help users understand the forensic details. The software prevents malware before it can be executed and stops threats, such as ransomware, from running. To fix that, Sophos Intercept X sits on top of traditional security software solutions to augment protection. The challenge is that the vast majority of malware is unique to individual organizations, so updating a pattern file is an inefficient, ineffective block for these attacks. In an effort to keep ahead of the criminals, SophosLabs analyzes more than 400,000 new malware samples every day. But if a new threat appears before the pattern files are updated, these solutions are unable to detect or prevent the attack. Traditional anti-malware products scan both memory and disk for particular threat signatures, which are updated daily (or even more often).
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