We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Big Data, Small Details: How Metadata Creates Security Risks
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 > Big Data, Small Details: How Metadata Creates Security Risks
Big DataSecurity

Big Data, Small Details: How Metadata Creates Security Risks

Larry Alton
Larry Alton
5 Min Read
SHARE

What happens when you put a photograph online? In most cases, not much happens at all. It simply exists in cyberspace – permanently – with the trillions of other user-generated images. And the fact is that, besides there being an overwhelming number of photos on the web, most of them don’t contain any valuable information. What information there is, though, is hidden in the metadata.

Contents
  • What’s In The Metadata?
  • A Growing Risk
  • Identifying Trouble Points

With the rise of big data, that metadata is suddenly becoming valuable. If a picture is worth a thousand words, the metadata is infinitely more so. And now it could pose a security risk.

What’s In The Metadata?

There are many kinds of information tucked into your photos’ metadata. One of the primary pieces of information, though, is a GPS position as found in the Exif file. Whenever you take a picture with your phone, it embeds your location data into the file. If you upload that photo immediately – or regularly upload from a private location such as your home – then you reveal your whereabouts. It’s why actress Emma Watson doesn’t take photos with fans anymore; the security risk is too great.

Photo metadata typically becomes more complex over time as users modify them. There are fields for titles, photographer name, copyright information, and more. The more you do with a photo before you upload it, the more information that goes with it.

More Read

My6Sense: a Twitter filter
My6Sense: a Twitter filter
Reviewing the Benefits and Drawbacks of Flash Storage
The Market Is Hot, But How Many Quants Are Changing Jobs?
Seven Misconceptions about Data Quality
Working With Big Data: The Top Qualities You Need to Possess

A Growing Risk

New technologies like facial recognition software have only increased the dangers associated with photo metadata – and the risks of photo mining and app breaches more generally. We’ve seen this happen before with shifts in all kinds of technology. User technology takes a step forward, but hackers and data analysts move even more quickly. 110 million people were affected by Target’s 2014 security breach, and we can expect worse. The growth of big data comes with bigger security risks, but with everything it’s capable of, we’re compelled to keep moving forward. Our role, then, is to identify the greatest risks and minimize them.

Identifying Trouble Points

The easiest way to identify image-based security risks is to ask where we use, manipulate, and store images. The average person, for example, might upload their images to Facebook and Instagram, but also to printing sites to make family photo albums or create holiday cards. All of these platforms have the potential to be easy targets for data theft, but for the most part, they’re interested in metadata for use in targeted marketing.

Another place people commonly upload their photos to is cloud storage, such as Google Drive, Box, and or Microsoft OneDrive. We want to believe these systems are secure, and for the most part they are. But each has its own agenda. Box, for example, recently partnered with Google Cloud Vision to apply image recognition to photo uploads. Their aim is to streamline workflows by extracting relevant business data across in-company user uploads. But what’s to stop them from analyzing your private images? What would they learn about your family and friends?

Data analysis gets smarter every day. Facebook has a patent on technology that identifies people who may know each other by analyzing photo metadata and comparing dust and scratches on the camera lens. People who upload pictures with similar file names and matching lens patterns may be connected socially – or maybe they’ve never met or were at the same public event. Facebook may still try to connect them.

The worst-case scenario in metadata mining involves stalking and harassment – and it’s already happened. Want to find someone at home? Look at the Exif data on their personal photos and you can be outside their house or job in no time. The fact is, unless upload platforms automatically erase Exif and other data, or users begin to aggressively eliminate it before posting their images, then that information is out there. And you can’t erase lens dust or scratch patterns. Data miners will always find a way to learn more about you. The best we can do is erase what we have access to. That’s security first.

TAGGED:big datameta datametadatasecurity risks
Share This Article
Facebook Pinterest LinkedIn
Share
ByLarry Alton
Follow:
Larry is an independent business consultant specializing in tech, social media trends, business, and entrepreneurship. Follow him on Twitter and LinkedIn.

Follow us on Facebook

Latest News

Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments -- AI-generated illustration
Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments
Cloud Computing Exclusive IT
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs -- AI-generated illustration
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs
Big Data Exclusive
How Business Intelligence Can Help Small Businesses Build Better Decision Rules -- AI-generated illustration
How Business Intelligence Can Help Small Businesses Build Better Decision Rules
Business Intelligence Business Rules Exclusive
Stellar Repair for MS SQL Review: Can It Repair SQL Databases? -- AI-generated illustration
Stellar Repair for MS SQL Review: Can It Repair SQL Databases?
Exclusive Software SQL

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

How Big Data Makes Traditional Branding More Effective Than Ever

5 Min Read
New Generation of Big-Data Analytics with 1010data
Analytics

New Generation of Big-Data Analytics with 1010data

6 Min Read
The Future of Big Data: Good, Bad or Ugly?
Analytics

The Future of Big Data: Good, Bad or Ugly?

6 Min Read
big data analytics ERP 17-18
AnalyticsData Mining

Why Integrating Big Data Analytics with ERP Is the Future of Retail

5 Min Read

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

Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?