Scanning Everything, Fixing Nothing: The Hidden Cost of Security Without Context
Course
Daniella Drori traces AppSec's evolution from siloed, alert-heavy scanners to context-aware security, showing how cross-scanner correlation and AI-aware tooling close the gap between what gets detected and what actually gets fixed.
Security teams are scanning more than ever - and fixing less than they should. The problem isn't a lack of tools; it's a lack of context. In this session, Daniella Drori of Ox Security traces the evolution of application security from siloed, alert-heavy scanners to the connected, context-aware future the industry needs.
The session will explore:
- Why consolidated dashboards alone haven't solved the triage problem - and how siloed scanners that don't share context lead to slow remediation, misplaced priorities and real risks slipping through;
- How correlating findings across SAST, SCA, API, runtime and cloud security scanners enables teams to determine true exploitability and focus developer effort on vulnerabilities that actually matter;
- Why artificial intelligence-generated code is widening the security gap faster than remediation can close it - and how embedding security context at the point of code creation is the only sustainable path forward.
Here is the course outline:
Scanning Everything, Fixing Nothing: The Hidden Cost of Security Without Context |
Completion
The following certificates are awarded when the course is completed:
![]() |
CPE Credit Certificate |
