2 papers
cs.CR2026
Realisation-Level Privacy Filtering
Sophie Taylor, Praneeth Vippathalla, Justin Coon
We study differentially private data release, where a database is accessed through successive, possibly adaptive queries and mechanisms. Existing composition theorems and privacy f…
cs.LG2026
Generating Causal Temporal Interaction Graphs for Counterfactual Validation of Temporal Link Prediction
Aniq Ur Rahman, Justin P. Coon
Temporal link prediction (TLP) models are commonly evaluated based on predictive accuracy, yet such evaluations do not assess whether these models capture the causal mechanisms tha…