Natkamon Tovanich

Publications

Poster de conférence (5)

VisConflicts: Visualizing Conflicts of Interest in Conference Reviewing Natkamon Tovanich,Teppakorn Thanuthanad,Sandhya Rajendran,Velitchko Filipov,Silvia Mikschet al. VIS 2025 - Posters at IEEE Visualization and Visual Analytics, Nov 2025, Vienna, Austria Poster de conférence hal-05240175v1
DeFi-Vis: Visual Analytics for Exploring Decentralized Finance Trading Activities Emanuele Antonio Napoli,Natkamon Tovanich,Valentina Gatteschi IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2025), Jun 2025, Pise, Italy. , ⟨10.1109/ICBC64466.2025.11114445⟩ Poster de conférence hal-05029081v1
Interactive Demo: Visualization for Bitcoin Mining Pools Analysis Natkamon Tovanich,Nicolas Soulié,Nicolas Heulot,Petra Isenberg 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), May 2021, Sydney (Virtual Conference), Australia. , 2021, ⟨10.1109/ICBC51069.2021.9461124⟩ Poster de conférence hal-03163005v1
GraphletMatchMaker: Visual Analytics Approaches to Graph Matching in Cybersecurity Communities Natkamon Tovanich,Alexis Pister,Gaëlle Richer,Paola Valdivia,Jean-Daniel Feketeet al. IEEE Visual Analytics Science and Technology, VAST Challenge, Oct 2020, Virtual Conference, United States Poster de conférence hal-02986447v1
A Systematic Review of Online Bitcoin Visualizations Natkamon Tovanich,Nicolas Heulot,Jean-Daniel Fekete,Petra Isenberg Posters of the European Conference on Visualization (EuroVis), 2019, Porto, Portugal. ⟨10.2312/eurp.20191148⟩ Poster de conférence hal-02155171v1

Pré-publication, Document de travail (1)

Shock Propagation in Decentralized Lending Networks: Evidence from the Compound Protocol Natkamon Tovanich,Stefania Marcassa,Stefan Kitzler,Christos A. Makridis,Julien Prat 2025 Pré-publication, Document de travail hal-05542210v1

Communication dans un congrès (11)

Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol Boyang Mu,Natkamon Tovanich,Julien Prat IEEE International Conference on Blockchain and Cryptocurrency, IEEE ComSoc, Jun 2025, Pisa, Italy. ⟨10.1109/ICBC64466.2025.11114495⟩ Communication dans un congrès hal-05041569v1
SoK: Unified Blockchain Data Structure Natkamon Tovanich,Madalina I Sas,Christophe Lebrun,Munthitra Thadthapong,William J Knottenbeltet al. 7th International Conference on Blockchain Computing and Applications (BCCA), Oct 2025, Dubrovnik, Croatia. ⟨10.1109/BCCA66705.2025.11229695⟩ Communication dans un congrès hal-05185296v1
Inside Alameda Research: A Multi-Token Network Analysis Célestin Coquidé,Rémy Cazabet,Natkamon Tovanich The 13th International Conference on Complex Networks and their Applications, Dec 2024, Istanbul, Turkey. ⟨10.1007/978-3-031-82431-9_17⟩ Communication dans un congrès hal-04727905v1
Global Taxonomy of Stablecoins Christophe Lebrun,Oetske Leroux-Fankhauser,Natkamon Tovanich,Thibault Vatter,Arnaud Gaudinat International Conference on Mathematical Research for Blockchain Economy (MARBLE 2024), Jul 2024, Malaga, Spain. ⟨10.1007/978-3-031-68974-1_18⟩ Communication dans un congrès hal-04607181v1
Decoding Decentralized Finance Transactions through Ego Network Motif Mining Natkamon Tovanich,Célestin Coquidé,Rémy Cazabet The 13th International Conference on Complex Networks and their Applications, Dec 2024, Istanbul, Turkey. ⟨10.1007/978-3-031-82431-9_13⟩ Communication dans un congrès hal-04727895v1
Contagion in Decentralized Lending Protocols: A Case Study of Compound Natkamon Tovanich,Myriam Kassoul,Simon Weidenholzer,Julien Prat Proceedings of the 2023 Workshop on Decentralized Finance and Security, ACM, Nov 2023, Copenhagen, Denmark. ⟨10.1145/3605768.3623544⟩ Communication dans un congrès hal-04221228v1
Temporal and Geographical Analysis of Real Economic Activities in the Bitcoin Blockchain Rafael Ramos Tubino,Rémy Cazabet,Natkamon Tovanich,Céline Robardet LIMBO@ECML/PKDD 2023: International workshop on LearnIng and Mining for BlOckchains, Sep 2023, Turin, Italy. ⟨10.1007/978-3-031-74643-7_17⟩ Communication dans un congrès hal-04188062v1
Pattern Analysis of Money Flow in the Bitcoin Blockchain Natkamon Tovanich,Rémy Cazabet The 11th International Conference on Complex Networks and their Applications, Nov 2022, Palermo, Italy. pp.443-455, ⟨10.1007/978-3-031-21127-0_36⟩ Communication dans un congrès hal-03896866v1
Pattern Analysis of Money Flows in the Bitcoin Blockchain Natkamon Tovanich,Rémy Cazabet NetSci 2022: International School and Conference on Network Science, Jul 2022, Shanghai, China Communication dans un congrès hal-03898095v1
Visual analytics of bitcoin mining pool evolution : on the road toward stability? Natkamon Tovanich,Nicolas Soulié,Petra Isenberg BSC 2020-2021 - 3rd International Workshop on Blockchains and Smart Contracts held in conjunction with the 11th IFIP International Conference on New Technologies, Mobility and Security, Apr 2021, Paris, France. ⟨10.1109/NTMS49979.2021.9432675⟩ Communication dans un congrès hal-02902465v2
An empirical analysis of pool hopping behavior in the Bitcoin blockchain Natkamon Tovanich,Nicolas Soulié,Nicolas Heulot,Petra Isenberg 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), IEEE Communications Society (ComSoc), May 2021, Sydney / Virtual, Australia. ⟨10.1109/ICBC51069.2021.9461118⟩ Communication dans un congrès hal-03163006v3

Article dans une revue (7)

Analysis of ego multi-token transfer networks: a multilayer approach Célestin Coquidé,Rémy Cazabet,Natkamon Tovanich Applied Network Science, 2025, 10 (1), pp.37. ⟨10.1007/s41109-025-00712-z⟩ Article dans une revue hal-05225341v1
Fingerprinting Bitcoin entities using money flow representation learning Natkamon Tovanich,Rémy Cazabet Applied Network Science, 2023, 8 (1), pp.63. ⟨10.1007/s41109-023-00591-2⟩ Article dans une revue hal-04208864v1
The evolution of mining pools and miners’ behaviors in the Bitcoin blockchain Natkamon Tovanich,Nicolas Soulié,Nicolas Heulot,Petra Isenberg IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.3633-3644. ⟨10.1109/TNSM.2022.3159004⟩ Article dans une revue hal-03610424v1
MiningVis: visual analytics of the Bitcoin mining economy Natkamon Tovanich,Nicolas Soulié,Nicolas Heulot,Petra Isenberg IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (1), pp.868-878. ⟨10.1109/TVCG.2021.3114821⟩ Article dans une revue hal-03348145v1
Gender in 30 Years of IEEE Visualization Natkamon Tovanich,Pierre Dragicevic,Petra Isenberg IEEE Transactions on Visualization and Computer Graphics, 2022, 28 (1), pp.497-507. ⟨10.1109/TVCG.2021.3114787⟩ Article dans une revue hal-03348149v1
VAST 2020 Contest Challenge: GraphMatchMaker: Visual Analytics for Graph Comparison and Matching Natkamon Tovanich,Alexis Pister,Gaëlle Richer,Paola Valdivia,Christophe Prieuret al. IEEE Computer Graphics and Applications, 2021, 42 (4), pp.89 - 102. ⟨10.1109/mcg.2021.3091955⟩ Article dans une revue hal-03283200v1
Visualization of Blockchain Data: A Systematic Review Natkamon Tovanich,Nicolas Heulot,Jean-Daniel Fekete,Petra Isenberg IEEE Transactions on Visualization and Computer Graphics, 2019, 27 (7), pp.3135 - 3152. ⟨10.1109/TVCG.2019.2963018⟩ Article dans une revue hal-02426339v1

Thèse (1)

Visual Analytics for Monitoring and Exploration of Bitcoin Blockchain Data Natkamon Tovanich Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASG010⟩ Thèse tel-03577664v1