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
    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
    data driven risk management in heatlhcare
    How Data Analytics Is Changing Healthcare Risk Management
    17 Min Read
    big data and customer service outsourcing
    How Data Analytics Improves Customer Service Outsourcing
    18 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
big data and meta data
Shutterstock Licensed Photo - By Panchenko Vladimir
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

Social Monitoring Doesn’t Stop At Social Media
How the Healthcare Industry Can Save Big with Big Data
Top 10 Software Glitches of 2011
IT Hardware Startups Turn to Data Analytics for Market Research
The Intersection of Data and Empathy in Modern Support Careers

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

chatgpt image jul 15, 2026, 03 28 38 pm
How Cloud Technology Helps IT Asset Recovery Services
Cloud Computing Exclusive IT Security
chatgpt image jul 13, 2026, 04 23 45 pm
How Data Analytics Helps Companies Improve User Engagement
Analytics Big Data Exclusive
chatgpt image jul 13, 2026, 04 19 58 pm
Can AI Help Companies Improve PPC Fulfilment?
Artificial Intelligence Exclusive
chatgpt image jul 13, 2026, 04 14 54 pm
How AI Helps Companies Adapt to Fulfillment Strategy Changes
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

big data security
Big DataData ManagementExclusiveNewsPolicy and GovernancePrivacyRisk ManagementSecurity

New Generation of Big Data Security Risks Raises Questions About VPNs

5 Min Read
big data technology
Big DataExclusive

5 Industries That Are Being Revolutionized By Big Data

5 Min Read

Big Data is All the Rage. Why?

0 Min Read
big data cloud computing are future of robotics
Big DataCloud ComputingComputingExclusiveIT

Merging Big Data and Cloud Computing is the Future of Robotics

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.

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

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?