Improving Malicious Document Detection In Gmail With Deep Learning

Google is improving its malware detection capabilities for Gmail with the addition of deep learning to its document scanner. The new.... Bursztein's session, "Malicious Documents Emerging Trends: A ... that rely on deep learning to improve the system's detection capabilities.. Improving Malicious Document Detection in Gmail with Deep Learning:Gmail protects your incoming mail against spam, phishing attempts, and malware.. Here's how, and why, Google is applying deep learning AI models to your ... The numbers don't lie; deep learning detection rates are on the up ... In those cases, deep learning has improved the identifying malicious document.... Google has stepped up its efforts to apply machine learning techniques in order to further protect Gmail users from malicious documents.. The company recently added a new generation of document scanners that relies on deep learning to improve detection capabilities, the official.... Hacker News new | past | comments | ask | show | jobs | submit login Improving Malicious Document Detection in Gmail with Deep Learning.... The company says its existing machine learning models, combined ... increase the daily detection of Office documents containing malicious.... Improving Malicious Document Detection in Gmail with Deep Learning. Posted by Elie Bursztein, Security & Anti-Abuse Research Lead; David.... The improved scanner, launched at the end of 2019, increased daily detection coverage of Office documents. Spam e-mails are a menace and.... "Gmail protects your incoming mail against spam, phishing attempts, and malware. Our existing machine .... In fact, according to a Google blog post, malicious documents represent ... (AI) and machine learning (ML) models to strengthen and improve its document ... AI and ML tools to improve Gmail's document detection capabilities.. ... Improving Malicious Document Detection in Gmail with Deep Learning ... of document scanners that rely on deep learning to improve our.... As it turns out, a lot of malicious attachments come from documents, but through innovation brought in by Google, Gmail is getting better at detecting them.. This new scanner is based on deep learning algorithms. gmail-ia-scanner-documents-office-malware. This technology continues to be actively.... Google claims malicious document detection on Gmail has improved by more than 150-percent. Here's the tech behind new scanner on Gmail:. Data on Detection of Malicious Documents in Gmail are impressive ... Our existing machine learning models are highly effective at doing this, and ... In these cases, our new scanner has improved our detection rate by 150%.. Google says the company is actively developing this new scanner to further improve detection of malicious documents. For those wondering.... Google says that 63 percent of the malicious documents it blocks each day ... type of pattern-recognition problem where deep learning can be helpful. ... want to improve our detection capabilities and with malicious documents.... Google added more security against malicious documents in Gmail. ... new document scanners will rely on deep learning to improve detection...

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