Machine Learning

Smarter Phishing Techniques Observed as Cybersecurity Tools Become Advanced

15 marca 2019

As cybersecurity technology becomes better at detecting email-based threats, attackers continue to employ leveled up social engineering tactics – such as phishing – to increase the likelihood of users falling for fraud, identity theft, or spoofing.

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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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Trend Micro Cloud App Security Report 2018: Advanced Defenses for Advanced Email Threats
04 marca 2019
To provide organizations a comprehensive view of the email threat landscape, we look at notable occurrences of advanced email threats used by cybercriminals as well as advanced security techniques that can effectively defend against them.
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Using Machine Learning to Detect Malware Outbreaks With Limited Samples
14 lutego 2019
Catching malware outbreaks early keeps users, communities, enterprises, and governments safe. But if malware samples are scarce, can machine learning help analyze, detect, and end an outbreak?
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Year-End Review: Business Email Compromise in 2018
19 grudnia 2018
As of 2018, global losses to BEC have exceeded US$12 billion. To keep abreast of the landscape that scammers are operating in, we look back on some of the noteworthy incidents and trends that made BEC a headline staple this year.
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Holiday Hazards: Thanksgiving and Black Friday Cyberthreats
22 listopada 2018
As people prepare for Thanksgiving meals and Black Friday deals, cybercriminals prep to take advantage of the holidays to spread malware — and not holiday cheer — to unsuspecting victims with a spam campaign and a Black Friday phishing scam.
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Network Threats Examined: Clustering Malicious Network Flows with Machine Learning
30 października 2018
Evasive network threats pose serious risks to enterprises. Learn about malicious network flow clustering—a machine learning-powered method for addressing concerns on network threats.
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Outsmarting Email Hackers Using AI and Machine Learning
05 września 2018
Cybercriminals hack legitimate email accounts to enter the IT premises of an organization and carry out attacks ranging from fraud and spying to information and identity theft. Find out how AI and machine learning can be used to outsmart email hackers.
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Phishing for Payroll: Nigerian National Convicted for Attempted Stealing of $6M+ via Phishing
21 sierpnia 2018
A Nigerian man was convicted after using phishing scams in an attempt to steal over $6 million dollars from employees of several targeted US colleges and universities.
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Is Big Data Enough for Machine Learning in Cybersecurity?
19 lipca 2018
Threat data — enough of it — is critical to a machine learning system’s success in cybersecurity solutions. But is data quantity the be-all and end-all of effective machine learning?
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FBI Report: Global BEC Losses Exceeded US$12 Billion in 2018
18 lipca 2018
The Federal Bureau of Investigation (FBI) issued a public service announcement (PSA) regarding the continued increase of Business Email Compromise (BEC) scams, which total global losses have already reached over US$12 billion in 2018.
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