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
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    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
  • 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, Small Details: How Metadata Creates Security Risks
Illustration generated with Qwen Image.
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

3 Big Data Milestones
3 Big Data Milestones
Is Text Analytics the Next Frontier for Big Data?
So You Want to be a Data Analyst
Empowering Parents With Big Data: Ensuring Child Safety And Development
The Significance Of Data Optimization Solutions For Modern Enterprises

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

Technical architecture diagram and decision framework for ai-powered logo generation: design.com vs looka
AI-Powered Logo Generation: Design.com vs Looka
Artificial Intelligence Exclusive
Retailers Should Stop Treating Every Stockout as Equal -- AI-generated illustration
Retailers Should Stop Treating Every Stockout as Equal
Business Intelligence Exclusive
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild? -- AI-generated illustration
Best Vibe Coding Cleanup Specialists in the USA: Fix or Rebuild?
Development Exclusive
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity -- AI-generated illustration
Using Warehouse, Transportation and Order Data to Plan Distribution-Center Capacity
Big Data Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

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
Here's How Big Data Influences Banking And Online Lenders
Data CollectionData ManagementPredictive AnalyticsRisk Management

Here’s How Big Data Influences Banking And Online Lenders

8 Min Read
Big Data, Big Mistakes?
Best PracticesCommentaryPredictive Analytics

Big Data, Big Mistakes?

7 Min Read
Is Big Data Creating A Competitive Edge For Small Businesses?
Big DataBusiness IntelligenceExclusive

Is Big Data Creating A Competitive Edge For Small Businesses?

10 Min Read

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

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
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?