3 papers
cs.CY2026
Is This AI? Longitudinal Analysis of Strategies Used for AI Detection on Two Subreddits
Christina Yeung, Galen Weld, Jaron Mink +1
As AI-generated content (e.g., "slop") becomes more prevalent online, people are developing strategies to attempt to identify it (or, conversely, to gain confidence that something…
cs.HC2026
Do Hackers Dream of Electric Teachers?: A Large-Scale, In-Situ Evaluation of Cybersecurity Student Behaviors and Performance with AI Tutors
Michael Tompkins, Nihaarika Agarwal, Ananta Soneji +8
To meet the ever-increasing demands of the cybersecurity workforce, AI tutors have been proposed for personalized, scalable education. But, while AI tutors have shown promise in in…
cs.CR2026
Before the Vicious Cycle Starts: Preventing Burnout Across SOC Roles Through Flow-Aligned Design
Kashyap Thimmaraju, Duc Anh Hoang, Souradip Nath +2
The sustainability of Security Operations Centers depends on their people, yet 71% of practitioners report burnout and 24% plan to exit cybersecurity entirely. Flow theory suggests…