Katrin Tinn

dblp:266/9274 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2026
0000-0001-5705-880XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Security and privacy · 2 · 2 since 2021Software engineering, systems software and programming languages · 2 · 2 since 2021
YearPublicationVenuePosition
2026 Decoding RWA Tokenized U.S. Treasuries: Functional Dissection and Address Role Inference
abstract
Tokenized U.S. Treasuries have emerged as a prominent subclass of real-world assets (RWAs), offering cryptographically secured, yield-bearing instruments issued across multi-chain Web3 infrastructures, with growing significance for transparency, accessibility, and financial inclusion. While the market has expanded rapidly, empirical analyses of transaction-level behaviours remain limited. This paper conducts a quantitative, function-level dissection of U.S. Treasury-backed RWA tokens, including BUIDL, BENJI, and USDY across multi-chain: mostly Ethereum and Layer-2s. Decoded contract calls expose core financial primitives such as issuance, redemption, transfer, and bridging, revealing patterns that distinguish institutional participants from smaller or retail users for the extent and limits of inclusivity in current RWA adoption. To infer address-level economic roles, we introduce a curvature-aware representation learning model. Our method outperforms baseline models in role inference on our collected U.S. Treasury transaction dataset and generalizes to address classification across broader public blockchain transaction datasets. The decoded transaction-level patterns in tokenized U.S. Treasuries across chains surface the degree of retail participation, and the role inference model enables the distinction between institutional treasuries, arbitrage bots, and retail traders based on behavioral patterns, facilitating future more transparent, inclusive, and accountable Web3 finance.
Junliang Luo, Katrin Tinn, Samuel Ferreira Duran, Di Wu 0044, Xue (Steve) Liu
ICBC2
2026 SoK of RWA Tokenization: A Systematization of Concepts, Architectures, and Legal Interoperability
Junliang Luo, Xihan Xiong, Zonglun Li, Hong Kang, Xue (Steve) Liu, William J. Knottenbelt, Katrin Tinn
ICBC7