Skip to content
View ThryLox's full-sized avatar

Block or report ThryLox

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ThryLox/README.md

πŸ›‘οΈ ThryLox

Typing SVG

Profile Views

Important

GRC Guardrails & Identity Compliance Baseline Enforced
Aligned with ITSG-33, NIST SP 800-53 r5, Zero Trust Architecture, and TBS Cloud Guardrails. I specialize in translating complex security policies into automated policy-as-code audits, securing Azure/M365 cloud environments, and engineering high-resilience, low-blast-radius security systems.


🟣 Who Am I?

I am an Enterprise Cloud Identity and Compliance professional supporting Azure and Microsoft 365 platforms in federal government environments. My mission is to build highly secure, transparent, and auditable systems by merging defensive software engineering with formal compliance frameworks.

Core Architectural Principles:

  • πŸ”‘ Identity as the Primary Boundary: Enforcing strict conditional access, multi-tenant directory isolations, and role-based privilege segregation.
  • πŸ€– Zero-Trust AI Containment: Designing secure token vaults for LLM-driven remediation tools, ensuring AI operates inside sandboxed, step-up authorized gates.
  • πŸ“Š Policy-as-Code Automation: Automating continuous control validation so that GRC evidence is programmatically compiled rather than manually gathered.

βš–οΈ GRC & Compliance Control Matrix

This control matrix maps my flagship repositories directly to formal security guidelines, demonstrating how abstract compliance requirements are translated into functional, automated codebases:

GRC Control ID Regulatory Framework Security Control Domain Automated Technical Solution
ITSG-33 / NIST AC-2 ITSG-33 / NIST SP 800-53 Account & Access Control Boundary aegis-sentinel: Zero-Trust cloud auditing using Auth0 Token Vault and Step-Up authentication gates to limit LLM blast radius.
ITSG-33 / NIST SI-4 ITSG-33 / NIST SP 800-53 Information System Monitoring (Telemetry) ssl-ids-2026: Self-supervised network intrusion detection (PyTorch) using contrastive manifolds and LOATO zero-day evaluation.
ITSG-33 / NIST PL-2 ITSG-33 / NIST SP 800-53 System Security Planning (Human Factors) CogSec: Cognitive Threat Modeling Assistant evaluating user automation bias, alert fatigue, and cognitive load limits.
TBS Guardrail 2 TBS Cloud Guardrails Cloud Tenant Identity Separation project-gavel: Python compliance auditing engine verifying M365 and Azure environments against YAML policy rules.
NIST SC-8 / SC-28 NIST SP 800-53 Data in Transit & at Rest Protection mini-explanations: A defensive laboratory proving secure OIDC handshakes, SQLi query sanitizations, and XSS input filters.
ITSG-33 / NIST SI-4 ITSG-33 / NIST SP 800-53 Telemetry Drift & Anomaly Auditing drift-research: Statistical analysis monitoring logs for data/concept drift via KS-tests and Population Stability Index (PSI).

πŸš€ Curated Flagship Projects

πŸ›‘οΈ Aegis Sentinel β€” Autonomous Zero-Trust Cloud Security Auditor

An advanced cloud security orchestrator that identifies infrastructure vulnerabilities and operates under a strict, step-up human-authorization paradigm.

  • The Security Challenge: Granting AI agents permanent, high-privilege write access is an unacceptable risk. Aegis Sentinel can detect threats autonomously, but is blocked from remediation without human Step-Up authentication.
  • Technical Architecture: Built with Node.js and Auth0 Token Vault. Gemini 2.5 Flash acts as the threat intelligence scanner. When a fix is proposed, the agent initiates an Auth0 Step-Up challenge, securely retrieving scoped API tokens (like a GitHub PAT) from the vault only after the user explicitly grants access.
  • Compliance Alignment: ITSG-33 / NIST SP 800-53 AC-2 (Access Control), AC-3 (Dual Authorization), and AC-6 (Least Privilege).

🧠 CogSec β€” Cognitive Threat Modeling Assistant (CTMA)

A world-class cybersecurity forensic application shifting threat modeling from "System-Centric" to "Human-Centric" by analyzing cognitive failure boundaries.

  • Technical Architecture: Built with React, TypeScript, and Vite, powered by Gemini 3 Pro. Ingests millisecond-level telemetry from the Cognitive Telemetry Sandbox (CTS) mapping user workload, alert density, visual alert similarity, and response latency.
  • Cognitive Science Engines: Quantifies the point of cognitive overload based on Dual Process Theory (Kahneman), Cognitive Load Theory (Sweller), and Vigilance Decrement (Mackworth) to identify habituation loops where users dismiss critical alerts in <500ms due to visual similarity.
  • Compliance Alignment: ITSG-33 / NIST SP 800-53 PL-2 (Security Planning), AR-4 (Privacy-by-Design), and AT-3 (Security Training).

🌐 ssl-ids-2026 β€” Self-Supervised Network Intrusion Detection

Academic-grade manifold novelty detection utilizing Contrastive Self-Supervised Learning (SSL) to learn a behavioral baseline of normal network traffic.

  • Technical Architecture: Core implementation in PyTorch. Optimizes an MLP encoder via InfoNCE loss to project network flows into a geometrically stable 32-dimensional unit hypersphere. Anomalies and zero-day threats are detected as statistical displacements using a regularized Mahalanobis distance metric (Ledoit-Wolf shrinkage).
  • Evasion Resilience: Benchmarked against the CIC-IDS2017 dataset using a strict Leave-One-Attack-Type-Out (LOATO) validation protocol. Achieves high detection rates at a strict 1% False Positive Rate (FPR) threshold to eliminate SOC alert fatigue.
  • Compliance Alignment: ITSG-33 / NIST SP 800-53 SI-4 (System Monitoring), SC-8 (Transmission Confidentiality), and SC-28 (Protection of Information at Rest).

🧰 Tech Arsenal & Specialized Capabilities

πŸ”‘ Identity & Access Management (IAM)

βš–οΈ GRC Compliance Frameworks

πŸ› οΈ Security Engineering & Automation

☁️ Platforms & Infrastructure


πŸ’¬ Active GRC Systems Log Console

[2026-05-26] [INFO] Initiating Zero Trust handshakes...
[2026-05-26] [PASS] aegis-sentinel: Auth0 Token Vault conforms to NIST AC-2 access controls.
[2026-05-26] [PASS] project-gavel: OPA policy-as-code audits conform to TBS Guardrail 2.
[2026-05-26] [PASS] ssl-ids-2026: PyTorch InfoNCE manifold analysis conforms to NIST SI-4 monitoring.
[2026-05-26] [PASS] CogSec: Cognitive load sandbox telemetry conforms to ITSG-33 PL-2 system planning.
[2026-05-26] [INFO] Security Health Index: 100% Audited & Compliant.

🐍 Contribution Graph

Snake Animation

πŸš€ Engineered securely with neon, logic, and compliant GRC guardrails.

Popular repositories Loading

  1. Dialogues-Beloit Dialogues-Beloit Public

    TypeScript 1

  2. hive-mind hive-mind Public

    Hive Mind

    TypeScript 1

  3. aegis-sentinel aegis-sentinel Public

    An Autonomous Cloud Security Auditor with Zero-Trust Permission Boundaries. Built for the Auth0 for AI Agents Token Vault Hackathon.

    JavaScript 1

  4. FileWatcherPrototype FileWatcherPrototype Public

    Java

  5. BTSIterator BTSIterator Public

    Java

  6. ThryLox ThryLox Public