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Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump

Summary: SNN encodes a Telegram channel's P&D history with positional attention to forecast target-coin pump probability before scheduled time. Study of 709 P&D events reveals intra-channel homogeneity and inter-channel heterogeneity; code and data on GitHub. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6509
Venue
SIGMOD
Year
2023
Pagerank
4.1945683e-05
Overall Rank
11,171 | 22.29%
DOI
10.1145/3588686

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