Carlo Jude P. Abuda

Carlo Jude P. Abuda

Head, Instructor 1

Department of Information Technology - Alangalang Campus

As an IT educator and researcher, he serves as the head of the IT department at Visayas State University - Alangalang. He holds an MS in Information Technology and is currently advancing his expertise in cybersecurity, artificial intelligence, and intelligent computing systems.

CybersecurityMachine LearningWeb Application Security

Campus

Alangalang Campus

Biography

Carlo Jude Pedrera Abuda is an Information Technology professional, educator, and researcher with extensive experience in academic instruction, research development, and information systems. He currently serves as a faculty member and department leader in Information Technology at Visayas State University Alangalang. He holds a Master of Science in Information Technology and actively pursues advanced studies and research in cybersecurity, artificial intelligence, and intelligent computing systems.

His scholarly work focuses on emerging technologies, particularly in the areas of web application security, machine learning–based intrusion detection, and intelligent information systems. He has contributed to several research projects and publications presented in international conferences and journals. In addition to his academic work, he actively mentor’s students in programming, research development, and technology innovation, while supporting institutional initiatives in curriculum development, digital transformation, and community extension programs.

Through his professional and research engagements, he continues to promote innovation, responsible technology use, and the advancement of information technology education in the Philippines.

Research Interests

  • Information Technology
  • Machine Learning
  • SQL Injection
  • Cybersecurity Web Attack Vectors
  • OCR and Compression Frameworks
  • Natural Language Processing (RL) and Reinforcement Learning (RL)
  • Deep Q-Networks

Recent Publications

A Neural Network Framework for SQL Injection Detection Using TF-IDF Vectorization with Visual Reinforcement Learning Interpretation

International Conference on Artificial Intelligence, Computer, Data Sciences and Applications2026

A Multi-Vector Framework Injection Attack Detection using NLP Lexical–Semantic Fusion with Reinforcement Learning DQN–Based Calibration

International Journal of Advanced Computer Science and Applications (IJACSA) Volume 3 Issue 172025

Hybrid Detection Framework Using Natural Language Processing (NLP) and Reinforcement Learning (RL) for Cross-Site Scripting (XSS) Attacks

International Journal of Advanced Computer Science and Applications (IJACSA)2025

Hybrid Structure Query Language Injection (SQLi) Detection Using Deep Q-Networks: A Reinforcement Machine Learning Model

Journal International Journal of Advanced Computer Science and Applications2025

Development of Cloud-Based Structured Query Language Injection (SQLi) Detection using Deep Learning and FastAPI

THE NINTH INTERNATIONAL CONFERENCE ON VOCATIONAL EDUCATION AND ELECTRICAL ENGINEERING2025

Development of an Algorithm-Based Analysis and Compression Integrated Communication Tracking Management Information System (iCTMIS)

Journal International Journal of Advanced Computer Science and Applications2025

Development of an Algorithm-Based Analysis-Compression Integrated Communication Tracking Management Information System (iCTMIS)

IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream)2024

Development of Management Information System using Geospatial Modeling Analysis and Predictive Algorithms (Geo-MAPA): A Smart-Monitored Alert and Response Technology for Forest Fire Readiness and Early-warning System (SMARTFIRES) For Leyte Sab-a Basin Peatland

IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream)2024

Courses Taught

  • ITEC 11 Living in the IT Era
  • Math 11n Mathematics in the Modern World
  • CSIT 101 Introduction to Computing
  • CSIT 102 Computer Programming 1
  • CSIT 103 Computing Programming II
  • CSIT 105 Information Management
  • IT 101 Introduction to HCI
  • IT 315 Information Assurance and Security II

Education

Master of Science in Information Technology

Eastern Visayas State University

2023

Bachelor of Science in Information Technology

Leyte Normal University

2018

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