2 papers
cs.CR2026
From Statistical Disclosure Control to Fair AI: Navigating Fundamental Tradeoffs in Differential Privacy
Adriana Watson
Differential privacy has become the gold standard for privacy-preserving machine learning systems. Unfortunately, subsequent work has primarily fixated on the privacy-utility trade…
cs.CE2025
Explain First, Trust Later: LLM-Augmented Explanations for Graph-Based Crypto Anomaly Detection
Adriana Watson, Grant Richards, Daniel Schiff
The decentralized finance (DeFi) community has grown rapidly in recent years, pushed forward by cryptocurrency enthusiasts interested in the vast untapped potential of new markets.…