1 link tagged with all of: prediction-markets + web3-security + bot-detection
Click any tag below to further narrow down your results
Links
Prediction markets on pop culture events like song streams are being exploited by coordinated bot networks that artificially inflate metrics to cash out on contracts. Kritos proposes a real-time validation layer that analyzes streaming data for signs of manipulation before oracles settle these contracts.
- Bad actors can buy cheap "Yes" shares on thin prediction markets, spend $500 on bot campaigns to spike streams or views, and pocket easy payouts because current oracles blindly trust raw API data without checking authenticity.
- Kritos builds a cross-platform fingerprint database of botnets across Spotify, YouTube, and X simultaneously, so when a coordinated bot army is identified on one platform, it gets blacklisted across the entire network.
- The timing works because web2 platforms like Spotify are pushing back publicly against prediction markets weaponizing their metrics, while prediction protocols need automated defenses or risk losing user trust entirely.