Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    sales and data analytics
    How Data Analytics Improves Lead Management and Sales Results
    9 Min Read
    data analytics and truck accident claims
    How Data Analytics Reduces Truck Accidents and Speeds Up Claims
    7 Min Read
    predictive analytics for interior designers
    Interior Designers Boost Profits with Predictive Analytics
    8 Min Read
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
    big data and remote work
    Data Helps Speech-Language Pathologists Deliver Better Results
    6 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Understanding the Nature and Evolution of Security Analytics
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > IT > Security > Understanding the Nature and Evolution of Security Analytics
AnalyticsExclusiveSecurity

Understanding the Nature and Evolution of Security Analytics

Security analytics is becoming a lot more important for companies trying to safeguard their data in 2021.

Matt James
Matt James
8 Min Read
data encryption for data security
Shutterstock Photo License - By Joe Prachatree
SHARE

Security analysis is a method used in cybersecurity to help boost security protocols for data protection. Companies can’t know the kinds of threats that are going to happen. This is where security analysis tools come into play.

Contents
Why Do You Need Security Analytics?Big Data & Security AnalyticsEnd-to-End SecurityConclusion

They can be used to analyze security threats before they’ve been given the opportunity to create big problems for a business.

After reading through this post, you’ll have a better idea of how security analytics can benefit your business.

Why Do You Need Security Analytics?

Security analytics is a method that companies can use to keep themselves one step ahead of vulnerabilities. Several elements have contributed to the growth of security analytics.

More Read

“IBM plans to announce on Tuesday that it will supply the world’s fastest supercomputer to the…”
Predictive Analytics Reveals Secrets To Boosting Customer Loyalty
Gain a 360-Degree Customer View with Data Analytics
AI Is Changing the Automotive Industry Forever
4 Best Practices for Sharing Workforce Data: A Mobile Component

One of these factors includes the conversion between protecting data and detecting it. Cybercriminals have a wide variety of methods to hack into data and it can provide you with an advantage.

This is because they create events that can be tracked both in real-time and historically. As a result, companies can look over previous security threats and come up with ways to counteract attacks of a similar nature.

There are also security analytics tools that you can use to track repeating threats and provide you with alerts when vulnerabilities are being detected. This helps you work faster to tighten up security in weak areas.

In addition to this, security analytics tools enable you to provide stakeholders and people in senior management positions with results. There’s more pressure being placed on IT teams to provide results quicker, which often leads to more mistakes being made.

However, security analytics tools can give you data in real-time that are also more accurate. This enables IT teams to quickly and accurately detect security threats and remediate them quicker.

One of the other most notable advantages of using security analytics tools is that it allows you to view and analyze copious amounts of data quickly and at any time you request. The types of data you can analyze include network traffic, cloud traffic, applications, compliance proof, and more.

Being able to analyze so much data in one go makes it easier for companies to start matching up the security threat alerts to security breaches. As a result, teams can work faster and more efficiently to detect the source of the vulnerability and fix it.

Not to mention, security analytics tools help organizations when it comes to compliance with regulations that are set out by the government.

Organizations can use security analytics for a range of reasons that include detecting insider vulnerabilities, data exfiltration, user behavior, and potentially compromised accounts.

Big Data & Security Analytics

The data within a company can be compiled across a range of assets. Data is only going to get bigger which provides hackers with more opportunities to carry out attacks. This means that organizations must ensure that they’ve got security analytics in place to better understand the potential risks.

Big data analytics involves models that consist of data science and statistics that help companies find vulnerabilities. These threats can be found in real-time which gives you the acne to carry out threat analysis.

Security alerts can be created to automatically notify you of any security anomalies so that teams can respond faster. Big data analytics also allow organizations to check for threats that are coming from the inside.

If there are any suspicious behaviors from user accounts within the company, there are systems that can notify you for further monitoring. When suspicious behavior is detected, security analytics tools can analyze the data to predict the types of threats that could happen.

This can help companies discover whether the suspicious behavior leads to a cyberattack which would help confirm insider threats. Timelines can also be created that allow companies to get a better picture of the end-to-end damage that has been caused.

Machine learning includes using computers and data sets to discover patterns. When it comes to security analytics, you can implement machine learning to find patterns that are unknown and known with more precision.

The combination of machine learning and security analytics lets you analyze activities that include malware that may have slipped past your anti-virus program. It can also produce analytics of normal activity so that you can get a clearer understanding of when a security anomaly arises.

Furthermore, you can identify exploited vulnerabilities and patterns by using data that has been compiled from past events.

Streaming data processing allows companies to carry out threat analysis in real-time. As soon as data is available, you’re able to analyze it quickly to discover potential vulnerabilities. This helps companies find the threats at an earlier stage before they’re given the chance to cause more damage.

One of the benefits of streaming data is that it includes data from external databases which allows organizations to have a wide range of data to help cover all bases.

End-to-End Security

Security analysis tools use AI technology to provide companies with data that can be used in an actionable manner. Data has to be taken from a wide range of sources with only key pieces of information being needed.

End-to-end encryption security can then provide you with potential security threats based on the current state of your network. These potential threats are then used to create risk assessments so that IT teams can prioritize the most dangerous threats.

This type of security can then take things a step further by providing you with solutions to possible threats that could happen in the future.

Conclusion

Security analytics can help your company detect and respond to threats faster and more accurately. With big data becoming more prominent across organizations, implementing security analytics is the most efficient way to keep track of potential threats.

Security teams are given a better chance to predict cyberattacks and employ the best security measures to prevent data from being stolen.

Hopefully, the details found throughout this post have helped you gain a better understanding of security analytics and how it could benefit your company’s security.

TAGGED:big data securitycybersecurity analyticssecurity analytics
Share This Article
Facebook Pinterest LinkedIn
Share
ByMatt James
Matt James is a veteran marketer & tech geek that has helped many large brands increase their online footprint. He specializes in influencer outreach and business growth.

Follow us on Facebook

Latest News

sales and data analytics
How Data Analytics Improves Lead Management and Sales Results
Analytics Big Data Exclusive
ai in marketing
How AI and Smart Platforms Improve Email Marketing
Artificial Intelligence Exclusive Marketing
AI Document Verification for Legal Firms: Importance & Top Tools
AI Document Verification for Legal Firms: Importance & Top Tools
Artificial Intelligence Exclusive
AI supply chain
AI Tools Are Strengthening Global Supply Chains
Artificial Intelligence Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

big data security standards
Best PracticesBig DataData ManagementExclusiveITNewsPrivacySecurity

How Data Security Remains More Than Just About IT Safeguards

6 Min Read
digital transformation trends big data AI
Business IntelligenceData ManagementExclusiveKnowledge ManagementNewsPolicy and GovernanceSecurity

These 3 Digital Transformation Trends Will Rock AI and Big Data in 2018

7 Min Read
3 Ways Data Has Helped Improve Safety in the Workplace
Big DataSecurity

3 Ways Data Has Helped Improve Safety in the Workplace

6 Min Read
legal repercussion with big data
Big DataBusiness RulesData ManagementPolicy and Governance

New Legal And Ethical Challenges Of Big Data

7 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?