Blockchain data mining with graph learning: A survey
Blockchain data mining has the potential to reveal the operational status and behavioral
patterns of anonymous participants in blockchain systems, thus providing valuable insights …
patterns of anonymous participants in blockchain systems, thus providing valuable insights …
[HTML][HTML] Synergy of blockchain technology and data mining techniques for anomaly detection
Blockchain and Data Mining are not simply buzzwords, but rather concepts that are playing
an important role in the modern Information Technology (IT) revolution. Blockchain has …
an important role in the modern Information Technology (IT) revolution. Blockchain has …
Secure smart contracts for cloud‐based manufacturing using Ethereum blockchain
Past international trade practices have been associated with opaque information flows that
have hindered traceability and created hurdles in hassle‐free trade. Blockchain and allied …
have hindered traceability and created hurdles in hassle‐free trade. Blockchain and allied …
Supervised learning model for identifying illegal activities in Bitcoin
Since its inception in 2009, Bitcoin is mired in controversies for providing a haven for illegal
activities. Several types of illicit users hide behind the blanket of anonymity. Uncovering …
activities. Several types of illicit users hide behind the blanket of anonymity. Uncovering …
Anomaly detection in blockchain using network representation and machine learning
The vast majority of digital currency transactions rely on a blockchain framework to ensure
quick and accurate execution. As such, understanding how a blockchain works is vital to …
quick and accurate execution. As such, understanding how a blockchain works is vital to …
Ensemble deep learning-based prediction of fraudulent cryptocurrency transactions
Cryptocurrency has emerged as a decentralized transaction to overcome the problems of
the centralized transaction system. Although it has become a popular trend in online …
the centralized transaction system. Although it has become a popular trend in online …
Graph deep learning based anomaly detection in ethereum blockchain network
Ethereum is one of the largest blockchain networks in the world. Its feature of smart contracts
is unique among the other crypto-currencies and gained wider attention. However, smart …
is unique among the other crypto-currencies and gained wider attention. However, smart …
Illegal activity detection on bitcoin transaction using deep learning
P Nerurkar - Soft Computing, 2023 - Springer
Forensic investigations increasingly leverage artificial intelligence (AI/ML) to identify illegal
activities on bitcoin. bitcoin transactions have an original graph (network) structure, which is …
activities on bitcoin. bitcoin transactions have an original graph (network) structure, which is …
Securing logistics system and supply chain using Blockchain
Past international trade practices have been associated with opaque information flows that
have hindered traceability and created hurdles in hassle‐free trade. Blockchain and allied …
have hindered traceability and created hurdles in hassle‐free trade. Blockchain and allied …
Detecting illicit entities in bitcoin using supervised learning of ensemble decision trees
Since its inception in 2009, Bitcoin has been mired in controversies for providing a haven for
illegal activities. Several types of illicit users hide behind the blanket of anonymity …
illegal activities. Several types of illicit users hide behind the blanket of anonymity …