Research Notes
Semantic Misclassification in Automated Secret Detection
When naming semantics trigger false-positive secret exposure findings
A technical examination of how lexical heuristics in automated secret detection engines can produce misleading exposure classifications.
Category
Detection Semantics
Ecosystem
Cross-Ecosystem
Difficulty
Advanced
FikreSekhel Research
11 min read
Jun 01, 2026
Research Notes
Object URL Security Semantics in Browser Download Workflows
Understanding browser-generated blob URLs and their security implications in client-side file delivery mechanisms
A technical analysis of object URL lifecycle semantics and why browser-generated blob references frequently trigger misleading client-side security findings.
Category
Browser Security Semantics
Ecosystem
JavaScript
Difficulty
Research
FikreSekhel Research
15 min read
Jun 01, 2026
Research Notes
When DOM Mutation Does Not Imply Client-Side Injection
Distinguishing benign DOM construction from execution-capable client-side mutation sinks
A technical examination of why DOM mutation primitives frequently trigger misleading client-side injection findings.
Category
Client-Side Validation
Ecosystem
JavaScript
Difficulty
Advanced
FikreSekhel Research
12 min read
Jun 01, 2026