WebSep 26, 2024 · Existing Ponzi scheme contract detection studies have mainly focused on extracting hand-crafted features and training a machine learning classifier to detect Ponzi scheme contracts. However, the hand-crafted features cannot capture the structural and semantic feature of the… View PDF Save to Library Create Alert Cite WebSep 27, 2024 · Data science approaches are needed for Ponzi schemes detection for Ethereum’s smart contracts. To deal with this above challenge, we propose a Ponzi Scheme detection method via oversampling-based Long Short-Term Memory for smart contracts (or PSD-OL) in this paper.
Ponzi scheme detection via oversampling-based Long …
WebApr 17, 2024 · This paper mainly focuses on the Ponzi scheme, a typical fraud, which has caused large property damage to the users in Ethereum. By verifying Ponzi contracts to maintain Ethereum's sustainable development, we model Ponzi scheme identification and detection as a node classification task. In this paper, we first collect target contracts ... WebTitle: Data-driven Smart Ponzi Scheme Detection; Authors: Yuzhi Liang, Weijing Wu, Kai Lei and Feiyang Wang; Abstract summary: A smart Ponzi scheme is a new form of economic crime that uses smart contract account and cryptocurrency to implement Ponzi scheme. We propose a data-driven smart Ponzi scheme detection system in this paper. tinbergen classes
[PDF] Improving Ponzi Scheme Contract Detection Using Multi …
WebIn this article, we provide an in-depth survey regarding integration of anomaly detection models in blockchain technology. For this, we first discuss how anomaly detection can aid in ensuring security of blockchain based applications. WebSep 16, 2024 · A method for transmitting information related to inter-UE coordination by a first terminal in a wireless communication system according to an embodiment of the present specification comprises the steps of: determining information related to inter-UE coordination on the basis of configuration information; and transmitting the information related to inter … WebSep 27, 2024 · Nevertheless, the detection approaches still fall short in dealing with the big data-space Ponzi scheme smart contract detection application based on the class-imbalanced training data. We propose PSD-OL, a Ponzi schemes detection approach based on oversampling-based Long Short-Term Memory (LSTM) for smart contracts in … party down south cast 2022