Education Center
Crypto Security Learn
Learn about memecoin scams, rug pulls, and manipulation techniques. Real-world case studies backed by on-chain data.
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Lesson 1
Memecoin 101
What is a memecoin, how do rug pulls work, and what are the red flags? A comprehensive guide for beginners.
8 min read
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Lesson 2
Wash Trading Detection
How is artificial volume created? What are A→B→C→A cycles? How does the VLR metric catch these signals?
6 min read
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Lesson 3
Wallet Clustering & Sybil Attack
How does one person open 400 wallets to inflate holder count? How does blockchain graph analysis work?
7 min read
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Case Study
PIPPINU Analysis
Step-by-step anatomy of a real rug pull. Token creation → fake holders → pump → dump → 97% loss.
10 min read
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