Intelligence Academy

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

Research Notes
26 notes
Research Notes

Verification Is Not Interpretation: A Common Failure Pattern In Authentication Systems

Why Security Failures Frequently Emerge After Successful Cryptographic Validation

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Many modern authentication systems correctly verify signatures yet still make incorrect trust decisions. This lesson examines why verification and interpretation are distinct security operations and how architectural gaps between them create fail-open conditions.

Category Security Architecture
Ecosystem Multi-Ecosystem
Difficulty Advanced
FikreSekhel Research 12 min read Jun 04, 2026
Research Notes

Scanner Signal vs Reachable Exploitability in Dependency Intelligence

Why a vulnerable dependency in the graph is not the same thing as a reachable security flaw in the application runtime

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A technical research note explaining how vulnerability intelligence must separate dependency-level scanner findings from validated exploitability, using Axios and Twilio as a practical case study.

Category Vulnerability Intelligence
Ecosystem JavaScript
Difficulty Advanced
FikreSekhel Research 12 min read Jun 03, 2026
Research Notes

Trust Boundary Analysis of MCP Tool Schema Propagation in LangChain.js

How Remote MCP-Provided Schemas Traverse Tool Conversion Pipelines Without Prototype Pollution but With Full Schema Preservation

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A research note examining how Model Context Protocol (MCP) tool schemas propagate through LangChain.js conversion pipelines, preserving special JSON property names such as __proto__ and constructor.prototype across trust boundaries without demonstrating prototype pollution.

Category AI Security Architecture
Ecosystem JavaScript
Difficulty
FikreSekhel Research 12 min read Jun 02, 2026
Research Notes

Protobuf Parser Behavior Research Timeline

From Static Scanner Findings to Confirmed Parser Semantics and Security-Relevant Misuse Primitives

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A chronological research timeline documenting how protobuf parser behavior was evaluated through static analysis review, malformed payload construction, recursion testing, canonicalization testing and partial state retention validation.

Category Parser Research
Ecosystem Protocol Buffers
Difficulty Advanced
FikreSekhel Research 16 min read Jun 02, 2026