cat about.md
About
Soy AI Security Researcher @ Straiker y Red Team Operator, desde México. Aquí reúno algunos de mis writeups, blogs y cosas que he hecho. Me gusta romper la IA, las operaciones de red team y la investigación.
- handle
- briancgx
- role
- AI Security Researcher @ Straiker
- also
- Red Team Operator
- team
- Straiker
- location
- México
- contact
- contact@briancgx.me
offensive stack
- Red teaming
- Web / infra exploitation
- Pivoting & tunneling
- Privilege escalation
ai security stack
- LLM red teaming
- Prompt injection
- Agentic tool-use abuse
- AI security research
# certifications
-
C-AgAIPen
Certified Agentic AI Pentester
The SecOps Group · 2026
-
CPTS
Certified Penetration Testing Specialist
Hack The Box · 2026
-
BSCP
Burp Suite Certified Practitioner
PortSwigger · 2025
-
C-AI/MLPen
Certified AI/ML Pentester
The SecOps Group · 2025
-
CRTeamer
Certified Red Teamer
The SecOps Group · 2025
-
eWPTX
Web Application Penetration Tester eXtreme
INE Security · 2025
# publications
- ICCBR 2024 · XCBR Workshop (CEUR-WS Vol-3708)2024Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks
Proposes a machine-learning classifier to detect SQL injection attacks and makes it interpretable through counterfactual explanations (XAI) — surfacing the minimal changes to a query that would flip the model’s decision. It brings explainable AI to database security so analysts can understand and trust alerts instead of treating them as a black box.
- XAI
- Counterfactuals
- SQL Injection
- Machine Learning
- JAICA · Vol. 2 (2)2024A Deep Learning Approach for Automated Identification of Triatoma infestans Using YOLOv8
Applies computer vision with YOLOv8 to automatically identify Triatoma infestans, the main vector of Chagas disease, training on 91 labeled images and 9,100 augmented ones. It reaches a mAP@50 of 0.9588 and tells the vector apart from similar insects with no false positives, laying the groundwork for entomological surveillance on mobile and embedded systems.
- YOLOv8
- Computer Vision
- Chagas
- Vector Surveillance