S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees. - Moritz Kirschte; Thorsten Peinemann; Joshua Stock; Carlos Cotrini; Esfandiar Mohammadi (CoRR, 2023)

S-BDT: Distributed Differentially Private Boosted Decision Trees. - Thorsten Peinemann; Moritz Kirschte; Joshua Stock; Carlos Cotrini; Esfandiar Mohammadi (CCS, 2024)

Non-omniscient backdoor injection with a single poison sample: Proving the one-poison hypothesis for linear regression and linear classification. - Thorsten Peinemann; Paula Arnold; Sebastian Berndt 001; Thomas Eisenbarth 001; Esfandiar Mohammadi (CoRR, 2025)