While the base blooms in the fastest-growing layer 2 on Ethereum, it also attracted a swarm of Sybil attackers to Bad actors who run fake portfolios to take Airdrops and Game Governance. Nowadays Human Pasport (formerly Gitcoin -Paspoort) has unveiled a special toolkit that is designed to verify real people at the base, without slow, invasive KYC checks or uncomfortable user flows.
The core of the launch is a new machine-learning-driven Sybil detection model, refined for the transaction patterns of the base. In real-time, the pursuit of the significant signs of sock-puppet accounts are trying to play the system through the wallet-behavior. The best of all is that everything works entirely on the chain: users mint a “stamp” of their humanity score directly based on, which strengthens transparency and trust.
Basic Empower with privacy -retaining technology
The power of the system does not stop there. The cross-chain scoring aggregates of Human Passports on-chains from Base, Ethereum MAINNET and other EVM chains. It paints a more complete picture of the legitimacy of each wallet. Those extra layers of intelligence have already paid dividends in the wild: protocols such as Layeredge and Story Protocol screened hundreds of thousands of portfolios with the service of the human passport. It protects the integrity of their airdrops and saves collective millions of rewards that could otherwise have been transferred by Bots.
“Basic explodes with activity, but where there is growth, Sybils follow,” said Kyle Weiss, co-founder of the human passport. “Communities die when rewards go to Bots, but with the human passport on the base, we ensure that that never happens.”
This rollout builds on the evolution of the human passport since the acquisition by humans. Tech six months ago. Human.Tech is now active under the banner of a public-benefit technology company and is on a mission to make privacy retention of identity systems that enable individuals instead of platforms.
“Sybil -resistance is not just about stopping bots, it is about defending what it means to be human in a world where that definition is besieged,” added Shady El Damaty, CEO of Human.tech. With more than 2 million users and more than 35 million safe references that have been spent to date, Human Pasport has already protected more than $ 450 million in distributions on chains and for verifiable people.
As governments and companies increasingly explore digital IDs – often through surveillance, biometrics or opaque algorithms – the decentralized approach of Human.Tech is intended to maintain digital dignity and autonomy. In an era of deepfakes and forged identities, prove that your human being perhaps one of the last defenses will be against a budding digital dystopia.
Credit : cryptonews.net
