Intelligence Academy

Research notes, validation methodology and field intelligence for modern vulnerability analysis.

Research Notes
27 notes
Research Notes

Static Analysis Confidence Calibration

A practical framework for ranking findings by exploitability confidence instead of scanner severity alone

Featured

A research note on converting raw static analysis output into operational vulnerability intelligence through confidence scoring.

Category Vulnerability Intelligence Methodology
Ecosystem Cross-Ecosystem
Difficulty Research
FikreSekhel Research 13 min read Jun 01, 2026
Research Notes

Trust Boundary Mapping for Client-Side Security Validation

A structured methodology for tracing data flow across client-side execution boundaries

Featured

A formal approach for reconstructing source-to-sink trust relationships when validating client-side static analysis findings.

Category Trust Boundary Analysis
Ecosystem JavaScript
Difficulty Research
FikreSekhel Research 14 min read Jun 01, 2026
Research Notes

Prototype Pollution False Positive Triage

Evaluating enum-constrained dynamic property access in analytical interfaces

Featured

A technical methodology for separating exploitable prototype mutation paths from benign dynamic property indexing.

Category Static Analysis Validation
Ecosystem JavaScript
Difficulty Advanced
FikreSekhel Research 13 min read Jun 01, 2026
Research Notes

Manual Validation of Dynamic URL Sinks

Distinguishing static analysis noise from operational exploitability in modern administrative interfaces

Featured

A technical analysis of dynamic URL persistence, trust boundary validation, and exploitability adjudication for client-side navigational sinks.

Category Static Analysis Validation
Ecosystem JavaScript
Difficulty Advanced
FikreSekhel Research 11 min read Jun 01, 2026