Powerful Training-Free Membership Inference Against Autoregressive Language Models. - David Ilic; David Stanojevic; Kostadin Cvejoski (CoRR, 2026)

Protecting Private Code in IDE Autocomplete using Differential Privacy. - Evgeny Grigorenko; David Stanojevic; David Ilic; Egor Bogomolov; Kostadin Cvejoski (CoRR, 2026)

Learning the Signature of Memorization in Autoregressive Language Models. - David Ilic; Kostadin Cvejoski; David Stanojevic; Evgeny Grigorenko (CoRR, 2026)