Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The Hidden Costs of Building Your Own Data Masking tool

Building an in-house data masking tool often starts as a practical decision. The logic feels sound. Your team understands the data, knows the systems, and can tailor masking logic exactly to your needs. On the surface, it looks like a short engineering project that saves licensing costs and avoids external dependencies. What we’ve learned, after observing many organizations take this path, is that the hidden costs of building your own data masking solution rarely appear during the initial build.

Why Preserving Data Structure Matters in De-Identification APIs

When it comes to data masking or de-identification, one often-overlooked detail is the importance of preserving the original data structure. While it might seem harmless to normalize extra spaces or convert unique newline characters into a standard format, these subtle changes can actually have a significant impact on downstream processing. Let’s explore why this matters, with a couple of concrete examples.

Expert Roundup -How to Prepare for AI Data Processing Under GDPR?

As AI adoption accelerates across business functions, December’s expert roundup focuses on a question many organizations are now confronting in practice rather than theory: how should companies prepare for AI related data processing under GDPR. Unlike traditional automation, AI systems often rely on large, dynamic datasets, continuous learning, and opaque decision logic.

Why Knowing ATT&CK Isn't Enough: Mapping Real Control Coverage with Reach

Security teams know the attack techniques. What they don’t always know is how those techniques actually land in their environment. Reach maps your existing controls to MITRE ATT&CK (and D3FEND) and shows—visually—︎ which techniques are covered︎ which tools provide that coverage︎ and where real gaps exist Because “we have the tool” isn’t the same as “the technique is stopped.”

Garrett Hamilton & Todd Graham on How AI Agents Change the Way We Think About Security

Garrett Hamilton, CEO and Co-Founder of Reach Security, sits down with Todd Graham, Managing Partner at Microsoft’s venture fund M12, to discuss why modern cybersecurity programs struggle to reduce real risk — despite massive spending on tools. Recorded at Black Hat, the conversation explores how misconfigurations, unused controls, and operational blind spots create exposure long before attackers need advanced techniques.

The Best Use Cases for Photo-to-Video AI in Real Estate Marketing

The real estate business is pretty visual:images, videos and virtual tours are used to lure potential purchasers and tenants. With competition heating up and buyers expecting more dynamic and engaging content, real estate marketers are getting morecreative to keep ahead. Photo to Video AI is a revolutionary technology in this field, playing a key role in converting the stillimages of properties into video sequences. Using this technology, realestate agents can present homes more effectively, captivate audiences, and ultimately sell and rent faster.
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Security Shifts in 2026: Risk Moves Beyond the CISO

In 2026, cybersecurity will shift from being seen as the security team's responsibility to being part of how the entire company operates. Every business function will share ownership of risk. Finance, engineering, product, and marketing will all have clear roles in protecting customer trust.