Name of Premium Feed: Sybil Defender
Forta Network Bot ID: 0x349f4fc9abbd76fdcdb9b0a73b0ef1c3d53935d7ad41a3cf8b8bd32fcf514113
About Bot Owner: frwd labs
frwd labs comprises a group of blockchain security experts and software developers specializing in on-chain analytics and decentralized application security. The team’s expertise spans blockchain technology, cybersecurity, data science, and AI, making them well-equipped to handle the complexities of Sybil attack detection and prevention on EVM-compatible blockchains.
How the Premium Feed Works
Sybil Defender is a cutting-edge tool designed to provide real-time alerts on potential Sybil attacks across multiple blockchains. Utilizing advanced algorithms for community detection (like the Louvain method), heuristic analysis, and graph theory, Sybil Defender monitors on-chain transactions to detect and analyze suspicious patterns indicative of Sybil behavior, such as Airdrop Farming and Wash Trading.
The feed includes detailed alerts containing information about suspicious wallets, transaction patterns, and identified clusters of activity. These alerts are enriched with data analysis from transaction graphs, offering subscribers comprehensive insights into potential threats.
Sybil Defender is maintained by its dedicated team, leveraging community feedback and continuous research to enhance its detection capabilities.
Supported Chains (Chain ID):
- Ethereum (1)
- BSC (56)
- Polygon (137)
- Arbitrum (42161)
- Optimism (10)
- Fantom (250)
- Avalanche (43114)
Anticipated Target Market
- Cryptocurrency Exchanges
- DeFi Protocols
- Blockchain Security Firms
- Investors and Asset Managers
- Researchers and Academics
Maintenance/Support
The frwd labs team, along with contributions from the blockchain security community, will actively maintain the feed. Regular updates and performance optimizations will be made based on community feedback and ongoing security research. Technical support for subscribers will be provided through dedicated communication channels including Discord and direct support lines.
Polygon Address for Receiving Fee Revenue: 0x3b8315f6144bd2B0a2657908Cb41945233058D05
Price: 899 / month
Performance Information
Sybil Defender’s technical performance can be monitored through Forta’s dedicated dashboard, showcasing its efficiency in real-time detection of Sybil attacks.
The feed’s precision metrics will be regularly updated here, reflecting its accuracy in identifying true positives and minimizing false negatives.
- Precision: Quantified monthly, indicating the percentage of accurate alerts identifying true Sybil activities.
Documentation
Documentation can be found on github here
Compatible Licensing
Forta Bot License 1.0