Introducción

Con 13 millones de usuarios, Gate.iocomprende la importancia de la seguridad de los fondos y ha tomado medidas efectivas en la industria.Gate.ioes uno de los primeros intercambios en implementar la Prueba de Reservas (PoR), que fue revelada en mayo de 2020. No fue hasta la crisis de liquidez y quiebra causada por FTX al apropiarse indebidamente de los activos de los usuarios en 2022 que la PoR se conoció como una solución para proteger los fondos de los usuarios y aumentar la confianza en la plataforma. Recientemente, Gate.ioanunció una actualización de su solución de PoR, introduciendo la tecnología zk-SNARK y el Árbol de Merkle para una mayor seguridad de activos y protección de la privacidad.

Este artículo te llevará a través del proceso de desarrollo de Gate.ioPrueba de Reservas, paso a paso, para replicar el proceso de construcción de la Prueba de Reservas del intercambio en tu propio dispositivo.

Antecedentes

El árbol de Merkle es un árbol binario de valores hash, donde cada nodo hoja representa un fragmento de datos o un hash de datos. Se utiliza para verificar eficientemente la integridad de una gran cantidad de datos. En el pasado, una solución común de prueba de reservas involucraba cifrar datos de usuario y generar un árbol de Merkle. Sin embargo, este enfoque tenía limitaciones, ya que no podía detectar cuentas con valores negativos (los valores de las cuentas deben ser mayores o iguales a 0) y no podía proteger completamente la privacidad del usuario.

zk-SNARK es una poderosa tecnología criptográfica. En esta solución, colocamos todos los depósitos de los usuarios en un Árbol de Merkle y usamos zk-SNARK para demostrar que todos los saldos en el árbol son no negativos y suman un valor reclamado. Si los activos divulgados públicamente en el intercambio superan este valor, se puede demostrar que el intercambio tiene una capacidad de reembolso del 100%.

Al combinar zk-SNARK con el Árbol de Merkle, podemos verificar simultáneamente la integridad y consistencia de los datos mientras protegemos la privacidad de las transacciones. Los probadores pueden usar zk-SNARK para demostrar que conocen una prueba de Merkle que satisface condiciones específicas sin revelar el contenido específico de la prueba. Esto beneficia a los intercambios de criptomonedas, ya que pueden demostrar fondos suficientes para cubrir todas las deudas y proteger la privacidad del usuario.

Estructura del programa

Texto plano- diseño de #circuit de circuitos- #command de cliente- archivo de #configuration de configuración- variable de #global global- servicio - keygen_service #service para generar claves zk - prover_service #service para generar datos de prueba - herramientas tool_service #common - datos userproff_service #generating user_proof - servicio verify_service #verification - witness_service #service para generar datos testigos- utilidades #collection de funciones comunes

Preparación

Instalar base de datos

1. Mysql: Almacene la prueba, la prueba del usuario y el testigo

Plaintext docker run -d --name zk-mysql -p 3306:3306 -e MYSQL_USER=zkroot -e MYSQL_PASSWORD=zkpasswd -e MYSQL_DATABASE=zkpos  -e MYSQL_ROOT_PASSWORD=zkpasswd mysql

1. Redis: Bloqueo Distribuido

   Plaintextdocker run -d --name zk-redis -p 6379:6379 redis

2. Kvrocks: Almacenar árbol de cuenta de usuario

   Plaintextdocker run -d --name zk-kvrocks -p 6666:6666 apache/kvrocks

3. Si la conexión a kvrocks falla después de la instalación: \
   Plan 1: Puede intentar modificar el archivo /var/lib/kvrocks/kvrocks.conf dentro del contenedor de Docker. Cambiarlo avincular 0.0.0.0 y reiniciar la instancia. \
   Plan 2: Instale el servicio usandocódigo fuente.

Instalar entorno Go

Para compilar el programa, debes instalar el entorno del lenguaje de programación Go. Puedes instalarlo según la versión de tu sistema.Descargar Go.

Exportar datos de activos de usuario de intercambio

La estructura de los datos exportados del archivo exchange user assets.csv es la siguiente:

Plaintext- rn #sequence- id #unique identificador del usuario en el exchange- el patrimonio xtoken de e_xtoken #user, como la deuda xtoken de e_BTC- d_xtoken #user, como el valor liquidativo de d_BTC- x_token #user, x_token = e_xtoken - d_xtoken- xtoken_usdt_price #price de xtoken- valor total_net_balance_usdt #total de todos los tokens en USDT

Puede hacer referencia a ./example_data/example_users.csvpara detalles específicos.

Configuración del sistema recomendada

La configuración mínima recomendada para un entorno de producción es la siguiente:

• 128GB de memoria

• máquina virtual de 32 núcleos

• 50 GB de espacio en disco

Archivo de configuración

Al generar claves zk en un entorno de producción, se recomienda establecer la variable Batch en 864, que indica cuántos usuarios se pueden crear en un lote. Cuanto mayor sea el valor, más tiempo se tardará en generar claves y pruebas zk. Cuando se establece en 864, se tarda aproximadamente 6 horas en generar claves zk en una memoria de 128 GB, una máquina virtual de 32 núcleos y 105 segundos en generar un lote de pruebas zk.

Entonces, durante la fase de depuración, puedes modificar utils/constants.goenRecuento de operaciones de creación de lotes de usuariosa4y luego volver a compilar. Sin embargo, se recomienda establecer este parámetro en864en la producción real.

Si necesita modificar Batch, los archivos de configuración que deben cambiarse son:

• Modificar ./config/config.json
  "ZkKeyName": "./zkpor864" => "ZkKeyName": "./zkpor4"

• Modificar ./config/cex_config.json
  "ZkKeyVKDirectoryAndPrefix": "./zkpor864" => "ZkKeyVKDirectoryAndPrefix": "./zkpor4"

• Modificar ./utils/constants.go
  BatchCreateUserOpsCounts = 864 => BatchCreateUserOpsCounts = 4

Configuración de criptomonedas

• Modificar ./utils/constants.go

Conteos de criptomonedas

AssetCounts = 350 => AssetCounts = Required Counts

AssetCounts representa la cantidad de tipos de tokens incluidos en el intercambio, y la cantidad real no debe ser inferior al valor configurado. Por ejemplo, si hay realmente 420 tokens, se puede modificar a 500. Considerando el uso de memoria, se recomienda establecer un valor razonable en función de la situación.

Precisión del precio

Tipo de activo para dos dígitosEste campo es la precisión del precio de 10^2 para activos como BTTC, SHIB, LUNC, XEC, WIN, BIDR, SPELL, HOT y DOGE. La precisión del precio predeterminada para el resto es 10^8.

Configurando la configuración del testigo

Testigo genera testigos para probador y prueba del usuario. La configuración para config.json es la siguiente:

Texto sin formato{  "MysqlDataSource" : "zkroot:zkpasswd@tcp(127.0.0.1:3306)/zkpos?parseTime=true",    "DbSuffix": "202307",  "UserDataFile": "./example_data/",  "TreeDB": {    "Driver": "redis",    "Option": {      "Addr": "127.0.0.1:6666"    }  },  "Redis": {    "Host": "127.0.0.1:6379",    "Type": "node"  },  "ZkKeyName": "./zkpor864"}

• MysqlDataSource : Conexión a la base de datos MySQL

• DbSuffix: Sufijo de tabla Mysql generado. Por ejemplo, si ingresas el tiempo 202307, generará witness202307, debes modificarlo cada vez que se genere.

• Archivo de datos de usuarioDirectorio de archivos de activos de usuario exportados desde el intercambio, el programa leerá todos los archivos CSV en este directorio.

• Base de datos de árbolconfiguración relacionada con kvrocks

• Redis : configuración relacionada con redis

• ZkKeyNameEl directorio donde se encuentra la clave zk y el prefijo, como zkpor864, coincidirá con todos los archivos con el prefijo zkpor864.* que están relacionados.
  El campo DbSuffix es el sufijo de la tabla y debe cambiarse cada vez. Si se genera una vez al mes, también se puede establecer según el tiempo, como 202306, 202307.

Ejecutando el Programa

Descargue el proyecto a su máquina local y comience a compilar el programa.

Compilando el programa

Plaintextmake build

Si estás usando unMacy necesitas compilar binarios para otras plataformas, puedes ejecutar los siguientes comandos:

• Para compilar para Linux en Mac: make build-linux

• Para compilar para Windows en Mac: make build-windows

Generando Claves

Texto sin formato./generador de clave principal

El servicio de generación de claves generará varios archivos de clave en el directorio actual al completarse, de la siguiente manera:

zkpor864.ccs.ct.save \
zkpor864.ccs.save \
zkpor864.pk.A.save \
zkpor864.pk.B1.save \
zkpor864.pk.B2.save \\
zkpor864.pk.E.save \
zkpor864.pk.K.save \
zkpor864.vk.save \
zkpor864.pk.Z.save

Si Batch se establece en 4, serázkpor4.*.save.

Este paso tarda mucho tiempo en ejecutarse. Cuando se establece en 4, tarda aproximadamente varios minutos en completarse; cuando se establece en 864, puede tardar varias horas.

Nota:

• La clave generada por el./main keygenEl comando se puede utilizar durante mucho tiempo. Si necesita generar datos de verificación de activos el próximo mes, la clave zk seguirá siendo válida.

• La zkpor864.vk.saveSe requerirá el archivo para la verificación futura del usuario, por lo que se recomienda hacer una copia de seguridad y guardar este lote de claves zk correctamente.

Limpiar datos históricos kvrocks

Si el programa se ha ejecutado antes, antes de volver a ejecutarlo, debe limpiar los datos clave de merkle de la cuenta que existen en kvrocks, ya que es necesario generar un árbol de cuentas diferente cada vez.

Texto sin formato./Herramienta principal clean_kvrocks

Nota: Este comando se utiliza para borrar todos los datos en kvrocks, así que no compartas el mismo kvrocks con otros programas. Espera hasta que la limpieza de datos anterior esté completa antes de empezar a generar la prueba.

Iniciar el servicio de testificación

Testigo principal

_Después de que se complete la ejecución, se generará una tabla con el sufijo "testigo" en la base de datos Mysql (basada en el DbSuffixenconfig.json. La tabla contendrá datos de prueba testigo agrupados, que se utilizarán en la generación posterior de prueba zk y prueba de usuario.

Generando prueba zk

El servicio Prover se utiliza para generar pruebas zk y admite ejecución paralela. Lee el testigo de la tabla de testigos en MySQL.

Ejecute el siguiente comando para generar datos de prueba zk:

Plaintext./principal probador

_Este comando admite la ejecución en paralelo. Debes copiar el archivo principal y los archivos relacionados como zkpor864 a otras máquinas, y asegurarte de tener elconfig.json .

Puede ejecutar el siguiente comando para verificar el estado de ejecución:

Texto sin formato./Herramienta principal check_prover_status

La ejecución finalizará y devolverá:

Elemento de testigo total 50, Elemento publicado 0, Elemento pendiente 0, Elemento terminado 50

Asegúrese de que todos los elementos testigos estén en el estado final, lo que indica que el probador ha terminado la ejecución.

_Después de ejecutar el servicio probador, se generará una tabla adicional con el sufijo "prueba" (basado en el DbSuffixenconfig.json) se creará en la base de datos Mysql. Los datos de esta tabla están destinados a ser hechos públicos a los usuarios, permitiéndoles verificar los activos del exchange en el proceso de verificación posterior. Los detalles se explicarán con más detalle en la sección de verificación a continuación.

Generando prueba de usuario

El servicio de prueba de usuario se utiliza para generar y conservar pruebas de Merkle de usuario.

Para generar datos de prueba de usuario, ejecute el siguiente comando:

Texto sin formato./prueba de usuario principal

Rendimiento: Genera aproximadamente 10k pruebas de usuario por segundo en una máquina virtual de 128GB de memoria y 32 núcleos.

Después de ejecutar el comando userproof, una tabla con el nombre userproof+suffix (basado en elDbSuffixenconfig.jsonSe creará en la base de datos MySQL. Esta tabla contiene información de activos de usuario y puede ser utilizada para la configuración de permisos según sea necesario. Esta tabla debe estar disponible para que los usuarios especificados la descarguen, a fin de verificar sus propios activos de cuenta. Se proporcionarán más detalles en la siguiente sección de verificación.

Proporcionando datos de verificación

Aquí, necesitamos proporcionar a los usuarios dos tipos de verificación:

• Verificación de activos de intercambio

• Verificación de los propios activos del usuario
  Necesitamos compilar archivos ejecutables binarios para diferentes entornos (Mac, Ubuntu, Windows) con antelación y proporcionarlos para que los usuarios los descarguen. Puedes consultar el adjunto Lanzamientopara obtener más información.

Verificación de Datos y Formato de Activos del Intercambio

Para verificar los activos del intercambio, además de proporcionar a los usuarios un archivo binario, se deben proporcionar los siguientes tres datos de configuración:

1. Descargarproof.csv \
   Exportamos la tabla de pruebas previamente generada como un archivo CSV (incluyendo el encabezado) con anticipación, como proof202307.csv, y lo proporcionamos al usuario para su descarga.

1. zkpor864.vk.save \
   Necesitamos proporcionar al usuario el archivo de clave de verificación zk864 previamente generado.

1. Intercambiar Activos \
   Una vez que se genera el archivo de prueba anterior, se puede usar el siguiente comando para consultar el resumen basado en la tabla de activos del usuario proporcionada por el intercambio:

Plaintext ./main herramienta query_cex_assets

1. Recibir la siguiente respuesta:

Texto sin formato [{"TotalEquity":10049232946,"TotalDebt":0,"BasePrice":3960000000,""Symbol":"1inch","Index":0},{"TotalEquity":421836,"TotalDebt":0,"BasePrice":564000000000,"Symbol":"aave","Index":1},{"TotalEquity":0,"TotalDebt":0,"BasePrice":79800000,"Symbol":"ach","Index":2},{"TotalEquity":3040000,"TotalDebt":0,"BasePrice":25460000000,"Symbol":"acm","Index":3},{"TotalEquity":17700050162640,"TotalDebt":0,"BasePrice":2784000000,"Symbol":"ada","Index":4},{" TotalEquity":485400000,"TotalDebt":0,"BasePrice":1182000000,"Symbol":"adx","Index":5},{"TotalEquity":0,"TotalDebt":0,"BasePrice":907000000,"Symbol":"aergo","Index":6},{"TotalEquity":0,"TotalDebt":0,"BasePrice":2720000000,"Symbol":"agld","Index":7},{"TotalEquity":1969000000,"TotalDebt":0,"BasePrice":30500000,"Symbol":"akro","Index":8},{"TotalEquity":0,"TotalDebt":0,"BasePrice":1410000000000,"Symbol":"alcx","Index":9},{"TotalEquity":15483340912," 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1. Cada vez que se genera datos de prueba, es necesario consultar los activos del cex una vez y guardar estos datos. Estos datos se utilizarán en elCexAssetsInfocampo de lacex_config.jsonarchivo a continuación.
   Nota: El archivo proof.csv aquí debe ser del mismo lote que los datos de prueba de activos guardados, de lo contrario, puede producirse un fallo de verificación.

Archivo de configuración

cex_config.jsones un archivo de configuración para verificar los activos del intercambio.

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Prueba de reservas: Especifica la ruta de la tabla proof.csv

ZkKeyVKDirectorioYPrefijo: Especifica la ruta y el prefijo de la clave de verificación zkpor

CexAssetsInfo: Intercambiar activos obtenidos de la consulta de comandos anteriores

Validar los datos y el formato requeridos para los activos del usuario

• Proporcionar el user_config.jsonarchivo
  Necesitamos usar elA prueba de usuariotabla generada en la sección de prueba del usuario anterior, y luego, basándose en el identificador único del usuario proporcionadoexample_users.csvarchivo, busque el usuario correspondiente en el archivouserprooftabla usando elaccount_idcampo. Recuperar elconfiguracióncampo y guárdalo comouser_config.jsonpara que los usuarios descarguen.

La estructura del archivo user_config.json es la siguiente:

Plaintext{ "Arrangement":7, "UniqueIdentification":"00010b7c0a8b51bfa5eca14f0068670bd7fda4063f9bcac4f02c44a00144a80c", "TotalAssetEquity"::445548224227483774000, "TotalAssetDebt":0, "AssetDetails":[{"Index":48,"Equity":280,"Debt":0},{"Index":53,"Equity":1020,"Debt":0},{"Index":54,"Equity":3261550200000000,"Debt":0},{"Index":72,"Equity":108600,"Debt":0},{"Index":91,"Equity":9068922000,"Debt":0},{"Index":190,"Equity":13752000,"Debt":0},{"Index":285," Equidad":70860,"Deuda":0}], "TreeRootHash":"2da42ab6586ef6ad51b4bc8063ce92dcefb951572a26597346b7f78c1329ef0b", "MerkleProofEncode":["EmvQ5Sh50gHD96PfN2/o49gT7xVuuX3P22KLVmpWyVo=","JLEw2CGGAPi2TWn7GMbdlwT0wJbpVfJ4A+XLXNYz9X4=","BRCCQWeZy3fmPgiciBNdDMmugJtcQnxfI/b0EU4MlR8=","K8P8ZvYSY9iEreGnatTO8h1/I3Q+ZSkBA3TYYI1vN1g=","GwxhwdTBri22QcY4Pj9B3TkkLpOTGlCpqnsmxVquaeQ=","JIB+i/tDXSbEyK5ASwx2Tgbtm2ckJrJ30qnLm3FGhvs="," I0AzcupyH3clJooxcjaZlOIWOTY531UBJIMpfu2ds9o=","GYU5H/xfC18jR4LXz3axjKgJOaAbSAz3vO/taxTTMDE=","GML/iwCEjgYlSAmd4cQQhKsjH+xscIG6hbM5HP+OP/I=","BBXHrrH1oIGsjK1PsZt1d+ovsDW5IvHxFUlt8CJ3j/M=","F6GyEMWOjvKBgKDCCkQiOfc5SvGEt2MWyQTzszXzd6Y=","JDZjD4o0q6cGYJzj0BBaBEBEN4y4UjYgMSNIXf2P6Ps=","C+Mh1228yGv2Or6yQs3U0sjBzxxWJPTyH5GNG3FzMbk=","Jpo3tkE2KgMxWoEdMM1sOyJsM9YjsI9aONsEEqmMPnA=","FaWOvl42fYbklbc9WgWFqeW3Q/54KXT5zYdIGyCh9iE="," EvcLzRuRio6YT9QjSPp0GGGFYSIW8fKOqQlcOXFBBwo=","LJos88T9kz5kG0o+yeNX0ij+WwrOEIqRVpJtOrUrnns=","CFv3HhUsTXNa3iT/cc+GhD9lV+weuSWoJJRVgZmn7fQ=","EyfPjcon6R+nXBDT/9++ddQqlxiBaSaTMBiC0R6NPoM=","HOtPMAkz3JJG3n0bxNIqkR1p/Q758Em1Jjn1KE6A2mg=","Lq3n7B3Bs7ILnDLG17szIf9O0OdotsWpSLwejnJVcLY=","HthvmzZ/MHbOWVSuFyc9sUvuSz0ddveEwoyQExrim5k=","BOxHEGxRtmNch1R57kgKMxiBVnR/tCo9y3XcJco7Saw=","Dilkpy2L945iR+BsbaffA7MBZSNofd2PdZSkzN48DOE=","Fotw+U5orv9231KkpBYOXM+odtZGgCaNw5zOY+xZ5Oc=","J7pOZTvxtC7B8RzevUvrd90GfrH2oxtRqkEF+mFdCuc=","EUZQwQDUH48osqrtgcPuAQsQvdVKTC+hYmKvIhzImZQ=","HKC2vx3pnDTdfyrzYjCbJMcxojJfvuyzj2/rMMiMplQ="]}

Proporcionando contenido final del usuario

La estructura de archivos que finalmente obtiene el usuario es aproximadamente la siguiente:

Plaintext- config     cex_config.json    user_config.json    proof.csvzkpor864.vk.savemain

Cuando se proporciona el archivo binario "main", puede tener un nombre diferente dependiendo del dispositivo.

• Mac OS (Intel):zkproof_darwin_amd64

• Mac OS (M1): zkproof_darwin_arm64

• Linux: zkproof_linux_amd64

• Windows: zkproof_windows_amd64.exe

Verificando los activos del intercambio

Ejecute el siguiente comando para iniciar la verificación:

Texto sin formato./verificar principal cex

Verificación exitosa. La salida será:

¡Todos los comprobantes verifican aprobados!!!

Verificando Activos del Usuario

Plaintext./main verify user

Verificación exitosa. El resultado será:

Plaintextmerkle leave hash: 164bc38a71b7a757455d93017242b4960cd1fea6842d8387b60c5780205858ceverify pass!!!

Conclusión

Habilitar zk-SNARK es una actualización importante para Gate.ioPrueba de reservas de 's y un paso crucial en la protección de los activos de los usuarios. Con excelentes medidas de seguridad y privacidad, aporta más confianza a los usuarios y establece un nuevo estándar para toda la industria de criptomonedas.

Puedes hacer clic aquívisitarGate.ioPágina frontend de Proof of Reserves de 's y ver las pruebas generadas por el Gate.ioequipo utilizando este proyecto. El código ahora está disponible públicamente en GitHub. Invitamos a cualquier persona interesada en intercambios descentralizados, zk-SNARK y la tecnología MerkleTree a unirse a este proyecto. Ya sea que desee proporcionar sugerencias, informar errores o enviar código, su participación siempre es bienvenida.