Integrating Biomapper with your dApp on Janction
Janction is building a specialized service network focused on decentralized data management and computing power for artificial intelligence. It features a fair and efficient revenue distribution algorithm, a dedicated data verification layer for AI, and an efficient distributed resource allocation system. However, ensuring the fairness and effectiveness of these core features heavily depends on genuine user participation.
Sybil attacks pose a significant threat to dApps on Janction. By creating multiple fake identities, malicious actors can exploit reward systems, unfairly allocate resources, and compromise the reliability of AI data verification processes. For instance, Janction's unique revenue distribution algorithm depends heavily on unique user contributions. Similar to Humanode’s nonlinear biostaking where rewards distribution efficiency is enhanced by verifying participant uniqueness, ensuring that each participant is genuinely unique greatly amplifies the effectiveness of Janction's systems.
Humanode Biomapper addresses these concerns by cryptographically verifying user uniqueness without KYC or identity exposure. Integrating Biomapper with Janction dApps significantly strengthens their fairness, data integrity, and resource allocation mechanisms, making it ideal for testnet and eventual mainnet applications.
Why Sybil resistance matters on Janction
- GPU Resource Sharing: Ensure fair GPU resource allocation to unique participants.
- Data Marketplaces: Stop identity fraud and ensure transparent, fair data trade.
- Collaborative AI Projects: Guarantee each participant's contributions are authentic and unique.
With Biomapper, Janction dApps maintain privacy and decentralization while achieving Sybil resistance.
How to enable Sybil resistance in your dApps on Janction Testnet
Before integrating Biomapper, familiarize yourself with core concepts such as:
- Generations: Biomapper operates in fixed time-based generations. Each generation resets biometric mappings.
- Integration Flow: Users verify uniqueness once, bridge their biomapping to the Janction, and can be verified across multiple dApps.
What You Need to Do
- Write a smart contract that interacts with the Bridged Biomapper on Janction.
- Add a link to the Biomapper UI on your frontend so users can complete their biomapping.
Integration Steps
1. Install Biomapper SDK
The Biomapper SDK integrates easily into Janction dApps.
Using npm:
npm install --save @biomapper-sdk/core @biomapper-sdk/libraries @biomapper-sdk/eventsUsing yarn:
yarn add @biomapper-sdk/core @biomapper-sdk/libraries @biomapper-sdk/eventsUsing Foundry:
forge install humanode-network/biomapper-sdk2. Import Interfaces & Libraries
In your Solidity contract, import the required interfaces:
// SPDX-License-Identifier: MIT
pragma solidity ^0.8.20;
import { IBridgedBiomapperRead } from "@biomapper-sdk/core/IBridgedBiomapperRead.sol";
import { IBiomapperLogRead } from "@biomapper-sdk/core/IBiomapperLogRead.sol";
import { BiomapperLogLib } from "@biomapper-sdk/libraries/BiomapperLogLib.sol";These imports give your dApp access to biomapping verification and logging capabilities.
3. Connect to Bridged Biomapper
Since Biomapper is already deployed on Janction Testnet, connect your dApp to the existing Bridged Biomapper contract.
Example: GPU Resource Allocation
pragma solidity ^0.8.0;
import "@biomapper-sdk/core/IBridgedBiomapperRead.sol";
contract GPUResourceSharing {
IBridgedBiomapperRead public biomapper;
mapping(address => bool) public gpuAllocated;
constructor(address _biomapperAddress) {
biomapper = IBridgedBiomapperRead(_biomapperAddress);
}
function allocateGPUResource(address user) external {
require(biomapper.isBridgedUnique(user), "User is not unique");
require(!gpuAllocated[user], "GPU resource already allocated");
gpuAllocated[user] = true;
}
}4. Local Testing
Utilize MockBridgedBiomapper for local test simulations.
Example:
function generationsBridgingTxPointsListItem(uint256 ptr) external view returns (GenerationBridgingTxPoint memory);Check Biomapper SDK Docs for more information.
Frontend integration
Integrate Biomapper UI within your dApp:
< a href="https://testnet5.biomapper.hmnd.app" target="_blank">Verify Your Uniqueness< / a>Deployment & Testing
- Deploy your contract on Janction Testnet using the correct contract address.
- Connect the frontend to the testnet Biomapper UI.
- Ensure Biomapper checks effectively prevent multi-account exploitation.
Post testnet
After successful testing:
- Monitor and log interactions for anomalies.
- Wait for the Janction mainnet launch and Biomapper deployment on the mainnet.
Summing up
Janction provides a robust environment for decentralized AI, but only genuine human participation ensures fairness and integrity. Biomapper simplifies achieving this goal.