Machine Learning

Faster and More Accurate Malware Detection Through Predictive Machine Learning: Correlating Static and Behavioral Features

08 listopada 2019

We have developed a machine learning model called TrendX Hybrid Model that uses two training phases — pre-training and training — and allows us to correlate static and behavior features to improve detection rates and reduce false positives.

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Machine Learning: It is the use of algorithms to learn and generate new findings from a large set of data. As a science, machine learning evolved from pattern recognition and computational learning theory, and is now used to analyze large data sets and generate findin Przeczytaj artykuł

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Report: Over 20% of Phishing Campaigns Target Microsoft Users
31 października 2019
Almost 4,000 domains and 62 phishing kit variants used to target Microsoft users were uncovered within an observation window of 262 days, according to new report.
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HDDCryptor/Mamba Ransomware Returns to Encrypt Disk and Network Files
17 września 2019
A new variant of HDDCryptor aka Mamba was uncovered recently. The ransomware has been known to use DiskCryptor to encrypt disk and network files and overwrite the Master Boot Record (MBR).
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Sextortion Scheme Deployed by ChaosCC Hacker Group Demands US$700 in Bitcoin
04 września 2019
A recently discovered email scheme reportedly deployed by a hacking group called ChaosCC claims to have hijacked recipients’ computers and recorded videos of them while watching adult content.
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The Rising Tide of Credential Phishing: 2.4 Million Attacks Blocked by Trend Micro Cloud App Security in 2019 1H
14 sierpnia 2019
Credential phishing continues to be a bane for organizations. In the first half of 2019, the Trend Micro™️ Cloud App Security™️ solution caught 2.4 million attacks of this type — a 59% increase from 1.5 million in the second half of 2018.
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A Machine Learning Model for Detecting Malware Outbreaks Using Only a Single Malware Sample
07 sierpnia 2019
We delve into how machine learning performs dynamic malware detection in a scenario where only a single malware sample is available.
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US$1.7 Million Stolen From North Carolina County After BEC Scammers Posed as Contractor
01 sierpnia 2019
This week, Cabarrus County, North Carolina, announced that it lost US$1.7 million to a BEC scam after a series of email exchanges that began in November 2018.
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Fake Invoices Used by BEC Scammers to Defraud Griffin City, Georgia of Over US$800,000
12 lipca 2019
The government of the City of Griffin, Georgia, lost over US$800,000 to a business email compromise (BEC) scam last month.
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New Phishing Campaign Uses OneNote Audio to Lure Users to Fake Microsoft Login Page
08 lipca 2019
In a new phishing campaign, audio recordings purportedly shared via OneNote were used as a lure to lead email recipients to a fake Microsoft login page that steals user account credentials.
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Spam Campaigns Found Targeting Businesses With HawkEye Reborn Keylogger Malware
30 maja 2019
HawkEye Reborn v8.0 and v9.0, the latest iterations of the old but notorious keylogging malware, were spotted in spam campaigns targeting business users.
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