Exfiltration Timing Patterns Relative to HR Lifecycle Events
Most data theft by departing employees happens before security teams even know someone is leaving.
Renata Szymańska
Senior Editor & Staff Writer
Renata Szymańska
Renata spent nearly a decade as a forensic analyst for a Warsaw-based financial intelligence unit before moving into security journalism in 2014. She covers the intersection of human behavior and data loss, with a particular focus on how organizations misread the warning signs already inside their walls.
10 stories
Insider Threat Tabletop Exercises for Enterprise Security Teams
Cross-functional drills reveal whether security teams can actually coordinate under pressure.
Renata Szymańska
Insider Risk Scoring Models for Prioritizing Investigations
Security teams drown in alerts but starve for actionable cases that justify investigation.
Renata Szymańska
Endpoint DLP vs. Network DLP for Modern Enterprise Environments
Both approaches catch different leaks; most enterprises need both to plug gaps.
Renata Szymańska
DLP Program Metrics That Security Leaders Should Actually Track
Shift from alert volume to behavioral signals that reveal whether sensitive data actually stays put.
Renata Szymańska
DLP Coverage Gaps in Generative AI Tool Usage
Legacy DLP cannot detect sensitive data moving through browser prompts and personal AI accounts.
Renata Szymańska
Data Loss Prevention Policy Design for Cloud-First Enterprises
Traditional DLP policies fail when data leaves the corporate network perimeter.
Renata Szymańska
Detecting Data Exfiltration Before Employee Resignation
Employees steal data months before resigning, leaving a detectable behavioral arc.
Renata Szymańska
Insider Threat Detection in Remote and Hybrid Workforces
Old detection logic collapses when work leaves the office walls.
Renata Szymańska
Legal and HR Boundaries in Enterprise Insider Threat Monitoring
Build insider threat programs with legal and HR aligned before detection tools go live.
Renata Szymańska