3 papers
cs.CR2026
Reasoning Topology Matters: A Controlled Study of LLM-Based Cybersecurity Analysis
Jiling Zhou, Aisvarya Adeseye, Antti Hakkala +2
Large Language Models (LLMs) are increasingly used in cybersecurity, where accurate analysis often requires multi-step and context-dependent reasoning over complex and heterogeneou…
cs.CR2026
Strengthening Human-Centric Chain-of-Thought Reasoning Integrity in LLMs via a Structured Prompt Framework
Jiling Zhou, Aisvarya Adeseye, Seppo Virtanen +2
Chain-of-Thought (CoT) prompting has been used to enhance the reasoning capability of LLMs. However, its reliability in security-sensitive analytical tasks remains insufficiently e…
cs.SE2026
A Longitudinal Analysis of Gamification in Untappd: Ethical Reflections on a Social Drinking Application
Jefferson Seide Molléri, Sami Hyrynsalmi, Antti Hakkala +2
This paper presents a longitudinal ethical analysis of Untappd, a social drinking application that gamifies beer consumption through badges, streaks, and social sharing. Building o…