Airdrop Sybil Attack Detection Framework Supported by Machine Learning
A single hunter accumulated 933,365 Arbitrum tokens valued at nearly $1 million in 2023.
Arbitrum
Product · 3 documents
Key number
76%
Share of examined ZKsync accounts classified as Sybils. International Journal of Electronics and Telecommunication Systems p.1
Key number
1,571,708 ZK tokens
Tokens received by Sybil addresses found on eligibility list. International Journal of Electronics and Telecommunication Systems p.9
Key number
$6.36 billion USD
Total stolen from Binance hot wallets. Zenodo (CERN European Organization for Nuclear Research) p.2
Key number
65.26%
Ethereum global tokenized RWA market share. International Journal of Finance Insurance and Risk Management p.5
When Is a Hack a Defense? Custodial Liability, Issuer Freezes and the Public Loss after the Binance Theft of 29 October 2026
On 29 October 2026, about $6.36 billion was taken from Binance's hot wallets across ten blockchains.
Evaluating Blockchain Infrastructure for Institutional Finance: A Comparative Assessment of Scalability, Regulatory Compliance, and Financial Market Adoption
Ethereum accounted for $12.3 billion of the $19.08 billion global market for tokenized real-world assets excluding stablecoins in early January 2026.