Modern data protection demands a systemic approach that encompasses not only the infrastructure and network levels, but also control over how exactly data is being used within an organization. In this context, Data Detection and Response (DDR) solutions do not replace traditional instruments, such as DLP (Data Loss Prevention) or SIEM (Security Information and Event Management), but expand their functionality as they respond to new types of threats—particularly, insider leaks, phishing, and unsanctioned copying of data among applications.
Unlike traditional DLP systems that mainly work by static rules and only analyze the content of the files, DDR solutions take the context into account: who created the data, how and where it is being used, what applications are involved. This allows to trace the full lifecycle of data in real time (data lineage)—including the actions that traditional systems often do not record, for example, copying into the clipboard or pasting into unrelated applications.
In this sense, solutions like Cyberhaven’s illustrate the possibilities of the modern approach to DDR. It unites DDR, DLP and IRM mechanisms, which allows for not only detection but also blocking leaks even before the data leaves the perimeter. At the same time, it has certain restrictions—particularly, in instances where applications that use end-to-end encryption are involved (such as WhatsApp or Signal), where accessing the content is technically impossible. In spite of this, the platform’s flexibility and context sensitivity make it relevant not only for big companies, but also for medium-sized businesses. In the long-term perspective, such solutions can significantly change the approaches to organizing cyber security, augmenting traditional tools with a more in-depth understanding of how data circulates and gets utilized in an organization.
Olga is a recognized expert in IT and information security with 19 years of experience. Among other things, she specializes in information security systems design and implementation. Her profound knowledge of IT technologies and principles of building IT infrastructure put her in the position of the Chairperson of the Committee on IT and Cyber Security of the German-Ukrainian Chamber of Industry and Commerce. Olga is also the CEO of the Ukrainian IT company Silvery LLC.
