%0 Journal Article 
%A Balderas Díaz, Sara
%A Guerrero Contreras, Gabriel José
%T Research Writing and Tool Evaluation in Cybersecurity Education: A Methodological Framework
%D 2025
%@ 2476-2172
%U http://hdl.handle.net/10498/40198
%X As academic programmes in cybersecurity evolve to meet the demands of an increasingly complex and research-driven technological landscape, there is a growing need for pedagogical strategies that promote not only technical proficiency but also scholarly engagement. This study presents an instructional methodology that integrates research-based learning and peer assessment into a postgraduate cybersecurity course. Over two academic years, students engaged in the full research cycle by writing scientific short papers, conducting double-blind peer reviews, and participating in a simulated academic conference. The approach combined technical analysis of code vulnerabilities using both conventional SAST tools and generative AI systems, along with the development of academic skills such as scientific writing, critical evaluation, and oral communication. Survey results and evaluation scores from 35 students indicate high levels of perceived learning, engagement, and understanding of authentic academic practices. The successful submission of two student papers to an international doctoral consortium further highlights the academic relevance and impact of the initiative.
%K Pedagogical innovation
%K secure software development
%K generative AI
%K peer review
%K research-based learning
%~ Universidad de Cádiz