Введение

С 13 миллионами пользователей, Gate.ioпонимает важность безопасности средств и предприняла эффективные меры в отрасли.Gate.ioGate.io - одна из первых бирж, которая внедрила Подтверждение резервов (PoR), о чем было объявлено в мае 2020 года. Это стало известно как решение для защиты средств пользователей и повышения доверия к платформе только после кризиса ликвидности и банкротства, вызванных FTX, которые присвоили средства пользователей в 2022 году. Недавно Gate.ioобъявил об обновлении своего решения по PoR, вводя технологию zk-SNARK и дерево Меркля для улучшенной безопасности активов и защиты конфиденциальности.

Эта статья познакомит вас с процессом разработки Gate.ioПодтверждение резервов Gate.io, шаг за шагом, чтобы воспроизвести процесс построения Подтверждения резервов биржи на вашем устройстве.

Фон

Дерево Меркля - это двоичное дерево хэш-значений, где каждый листовой узел представляет собой часть данных или хэш данных. Он используется для эффективной проверки целостности большого объема данных. В прошлом обычным решением подтверждения резервов было шифрование пользовательских данных и создание дерева Меркля. Однако этот подход имел ограничения, поскольку он не мог обнаружить счета с отрицательным значением (значение счетов должно быть больше или равно 0) и не мог полностью защитить конфиденциальность пользователей.

zk-SNARK - это мощная криптографическая технология. В этом решении мы помещаем все депозиты пользователей в Merkle Tree и используем zk-SNARK, чтобы доказать, что все балансы в дереве неотрицательны и суммируются до заявленного значения. Если публично раскрытые активы на бирже превышают это значение, можно доказать, что у биржи есть возможность 100% возврата.

Сочетая zk-SNARK с деревом Меркля, мы можем одновременно проверять целостность и последовательность данных, защищая при этом конфиденциальность транзакций. Доказывающие могут использовать zk-SNARK, чтобы доказать, что они знают доказательство Меркля, удовлетворяющее определенным условиям, не раскрывая конкретного содержания доказательства. Это полезно для криптовалютных бирж, поскольку можно продемонстрировать достаточные средства для покрытия всех долгов и защитить конфиденциальность пользователей.

Структура программы

Plaintext- цепь    #дизайн цепи- клиент    #команда- конфиг    #файл конфигурации- глобальный    #глобальная переменная- сервис        - keygen_service    #сервис для генерации zk ключей        - prover_service    #сервис для генерации данных доказательства        - tool_service    #общие инструменты        - userproff_service    #генерация данных пользовательского доказательства        - verify_service    #сервис верификации         - witness_service    #сервис для генерации данных свидетельства- утилиты    #набор общих функций

Подготовка

Установить базу данных

1. Mysql: Храните доказательство, пользовательское доказательство и свидетеля

Текст 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: Распределенный замок

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

2. Kvrocks: Хранить дерево учетных записей пользователей

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

3. Если после установки не удается подключиться к kvrocks: \
   План 1: Вы можете попробовать изменить файл /var/lib/kvrocks/kvrocks.conf внутри контейнера Docker. Измените его напривязать 0.0.0.0и перезапустите экземпляр. \
   План 2: Установите службу, используя исходный код.

Установите среду Go

Для компиляции программы необходимо установить среду программирования Go. Вы можете установить ее в соответствии с версией вашей системы.Скачать Go.

Экспорт данных активов пользователей биржи

Структура данных, экспортированных из файла exchange user assets.csv, представлена ниже:

Обычный текст- rn    #последовательность- id    #уникальный идентификатор пользователя на бирже- e_xtoken   #капитал пользователя в xtoken, например, e_BTC- d_xtoken   #долг пользователя в xtoken, например, d_BTC- x_token     #чистая стоимость активов пользователя, x_token = e_xtoken - d_xtoken- xtoken_usdt_price   #цена xtoken- total_net_balance_usdt    #общая стоимость всех токенов в USDT

Вы можете обратиться к./example_data/example_users.csvдля конкретных деталей.

Рекомендуемая системная конфигурация

Рекомендуемая минимальная конфигурация для производственной среды следующая:

• 128 ГБ оперативной памяти

• Виртуальная машина с 32 ядрами

• 50 ГБ дискового пространства

Файл конфигурации

При генерации zk ключей в производственной среде рекомендуется установить переменную Batch на значение 864, что указывает, сколько пользователей можно создать за один пакет. Чем больше значение, тем дольше генерация zk ключей и доказательств. При установке значения 864 на генерацию zk ключей на виртуальной машине с памятью 128 ГБ и 32 ядрами требуется примерно 6 часов, а на создание пакета zk доказательств - 105 секунд.

Итак, во время этапа отладки вы можете изменить utils/constants.goвПодсчеты операций BatchCreateUserOps Кому 4а затем перекомпилировать. Однако рекомендуется установить этот параметр на864в фактическом производстве.

Если вам нужно изменить пакет, файлы конфигурации, которые необходимо изменить, -

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

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

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

Настройки криптовалюты

• Измените ./utils/constants.go

Криптовалюта Counts

AssetCounts = 350 => AssetCounts = Требуемые счета

AssetCounts представляет собой количество типов токенов, включенных в обмен, и фактическое количество не должно быть меньше заданного значения. Например, если на самом деле есть 420 токенов, их можно изменить на 500. Учитывая использование памяти, рекомендуется установить разумное значение на основе ситуации.

Точность цены

AssetTypeForTwoDigitsЭто поле представляет собой точность цены 10^2 для активов, таких как BTTC, SHIB, LUNC, XEC, WIN, BIDR, SPELL, HOT и DOGE. По умолчанию точность цены для остальных составляет 10^8.

Настройка конфигурации свидетеля

Witness генерирует свидетелей для prover и userproof. Конфигурация для config.json следующая:

Обычный текст{  "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"}

• MysqlDataSourceПодключение к базе данных MySQL

• DbSuffix : Создан суффикс таблицы Mysql. Например, если вы вводите время 202307, то будет создан witness202307, вам нужно изменить его каждый раз, когда он создается.

• Файл данных пользователяКаталог файлов активов пользователей, экспортированных с биржи, программа будет читать все файлы CSV в этом каталоге.

• TreeDB : конфигурация, связанная с kvrocks

• Редисконфигурация, связанная с Redis

• ZkKeyNameДиректория, в которой находится ключ zk, и префикс, такой как zkpor864, будут соответствовать всем файлам с префиксом zkpor864.*, которые связаны.
  Поле DbSuffix является суффиксом таблицы и должно изменяться каждый раз. Если он генерируется один раз в месяц, его также можно установить в соответствии со временем, например, 202306, 202307.

Запуск программы

Скачайте проект на свой локальный компьютер и начните компиляцию программы.

Компиляция программы

Plaintextmake build

Если вы используетеMacи если вам нужно скомпилировать бинарники для других платформ, выполните следующие команды:

• Для компиляции для Linux на Mac: сделать сборку-linux

• Для компиляции для Windows на Mac: сделать build-windows

Генерация ключей

Plaintext./main keygen

сервис keygen сгенерирует несколько ключевых файлов в текущем каталоге по завершении, как показано ниже:

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

Если Batch установлен на 4, то это будет zkpor4.*.save.

Этот шаг занимает много времени на выполнение. При установке значения 4 это занимает примерно несколько минут для завершения; при установке значения 864 это может занять несколько часов.

Примечание:

• Ключ, сгенерированный./main keygenкоманда может использоваться длительное время. Если в следующем месяце вам понадобится сгенерировать данные для проверки активов, zk-ключ все еще будет действителен.

• Тем zkpor864.vk.saveфайл потребуется для будущей верификации пользователя, поэтому рекомендуется правильно создать резервную копию и сохранить этот набор zk-ключей.

Очистка исторических данных kvrocks

Если программа уже была выполнена ранее, перед повторным запуском ее необходимо очистить данные ключа merkle учетной записи, которые существуют в kvrocks, поскольку каждый раз требуется сгенерировать другое дерево учетной записи.

Обычный текст./основной инструмент clean_kvrocks

Примечание: Эта команда используется для очистки всех данных в kvrocks, поэтому не делитесь тем же kvrocks с другими программами. Подождите, пока завершится очистка предыдущих данных, прежде чем начать генерировать подтверждение.

Инициирование свидетельского сервиса

Обычный текст./главный свидетель

После завершения выполнения в базе данных Mysql будет сгенерирована таблица с суффиксом "witness" (на основеDbSuffixвconfig.json). Таблица будет содержать пакетные данные свидетельств, которые будут использоваться при последующей генерации zk-проофа и пользовательского пруфа.

Генерация zk proof

Служба Prover используется для генерации zk-доказательств и поддерживает параллельное выполнение. Она считывает свидетельства из таблицы свидетелей в MySQL.

Запустите следующую команду для генерации данных доказательства zk:

Текстовый документ./основной доказатель

Эта команда поддерживает параллельное выполнение. Вам необходимо скопировать основной файл и связанные файлы, такие как zkpor864, на другие машины и убедиться, что у вас естьconfig.json .

Вы можете запустить следующую команду, чтобы проверить статус выполнения:

Обычный текст./основной инструмент check_prover_status

Выполнение завершится и вернет:

Общее количество свидетельств: 50, опубликованных: 0, ожидающих: 0, завершенных: 50

Убедитесь, что все элементы свидетельства находятся в завершенном состоянии, что указывает на то, что исполнитель завершил выполнение.

После выполнения службы доказательства появляется дополнительная таблица с суффиксом "доказательство" (на основеDbSuffixвconfig.jsonВ базе данных Mysql будет создана таблица. Данные в этой таблице предназначены для публичного доступа пользователям, позволяя им проверить активы биржи в последующем процессе верификации. Подробности будут объяснены далее в разделе верификации ниже.

Генерация пользовательского доказательства

Сервис userproof используется для создания и сохранения доказательств Merkle пользователей.

Для генерации данных пользователяфакт, выполните следующую команду:

Обычный текст./основное доказательство пользователя

Производительность: Генерирует примерно 10 тыс. доказательств пользователей в секунду в виртуальной машине с 128 ГБ памяти и 32 ядрами.

После выполнения команды userproof, таблица с именем userproof+суффикс (на основе DbSuffixвconfig.jsonТаблица будет создана в базе данных MySQL. Эта таблица содержит информацию об активах пользователей и может использоваться для настройки разрешений по мере необходимости. Эту таблицу нужно будет сделать доступной для указанных пользователей для загрузки, чтобы проверить свои собственные активы на счете. Дополнительные сведения будут предоставлены в следующем разделе верификации.

Предоставление данных для верификации

Здесь нам нужно предоставить пользователям два типа верификации:

• Проверка активов биржи

• Проверка собственных активов пользователя
  Нам необходимо заранее скомпилировать двоичные исполняемые файлы для различных сред (Mac, Ubuntu, Windows) и предоставить их пользователям для загрузки. Вы можете обратиться к прикрепленному файлу.Релиздля получения дополнительной информации.

Проверка данных и формата активов биржи

Для проверки активов биржи, помимо предоставления пользователям двоичного файла, необходимо предоставить следующие три конфигурационных данных:

1. Скачатьproof.csv \
   Мы заранее экспортируем ранее сгенерированную таблицу подтверждения в формате CSV (включая заголовок), такую как proof202307.csv, и предоставляем ее пользователю для скачивания.

1. zkpor864.vk.save \
   Нам необходимо предоставить пользователю ранее сгенерированный файл ключа проверки zk864.

1. Обмен активами \
   Как только будет сгенерирован указанный выше файл подтверждения, следующую команду можно использовать для запроса сводки на основе таблицы активов пользователя, предоставленной биржей:

Открытый текст ./main инструмент query_cex_assets

1. Получите следующий ответ:

Открытый текст [{"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":141000000000,"Symbol":"alcx","Index":9},{"TotalEquity":15483340912," TotalDebt":0,"БазоваяЦена":1890000000,"Symbol":"algo","Index":10},{"TotalEquity":3187400,"TotalDebt":0,"BasePrice":11350000000,"Symbol":"alice","Index":11},{"TotalEquity":1760000,"TotalDebt":0,"BasePrice":2496000000,"Symbol":"alpaca","Index":12},{"TotalEquity":84596857600,"TotalDebt":0,"BasePrice":785000000,"Symbol":"alpha","Index":13},{"TotalEquity":3672090936,"TotalDebt":0,"BasePrice":20849000000,"Symbol":"alpine","Index":14},{"TotalEquity" :198200000,"TotalDebt":0,"БазоваяЦена":132600000,"Символ":"amb","Индекс":15},{"TotalEquity":53800000,"TotalDebt":0,"BasePrice":32200000,"Symbol":"amp","Index":16},{"TotalEquity":3291606210,"TotalDebt":0,"BasePrice":340300000,"Symbol":"anc","Index":17},{"TotalEquity":192954000,"TotalDebt":0,"BasePrice":166000000,"Symbol":"ankr","Index":18},{"TotalEquity":2160000,"TotalDebt":0,"BasePrice":20940000000,"Symbol":"ant","Index":19},{"TotalEquity" :5995002000,"TotalDebt":0,"БазоваяЦена":40370000000,"Symbol":"ape","Index":20},{"TotalEquity":0,"TotalDebt":0,"BasePrice":11110000000,"Symbol":"api3","Index":21},{"TotalEquity":53728000,"TotalDebt":0,"BasePrice":38560000000,"Symbol":"apt","Index":22},{"TotalEquity":0,"TotalDebt":0,"BasePrice":68500000000,"Symbol":"ar","Index":23},{"TotalEquity":55400000,"TotalDebt":0,"BasePrice":667648400,"Symbol":"ardr","Index":24},{"TotalEquity":8320000," TotalDebt":0,"БазоваяЦена":266200000,"Symbol":"arpa","Index":25},{"TotalEquity":18820000,"TotalDebt":0,"BasePrice":401000000,"Symbol":"astr","Index":26},{"TotalEquity":13205405410,"TotalDebt":0,"BasePrice":9340000000,"Symbol":"ata","Index":27},{"TotalEquity":7016230960,"TotalDebt":0,"BasePrice":102450000000,"Symbol":"atom","Index":28},{"TotalEquity":2619441828,"TotalDebt":0,"BasePrice":4090000000,"Symbol":"auction","Index":29},{"TotalEquity" :9640198,"TotalDebt":0,"БазоваяЦена":1432000000,"Symbol":"audio","Index":30},{"TotalEquity":0,"TotalDebt":0,"BasePrice":2306000000000,"Symbol":"auto","Index":31},{"TotalEquity":886400,"TotalDebt":0,"BasePrice":5390000000,"Symbol":"ava","Index":32},{"TotalEquity":2883562350,"TotalDebt":0,"BasePrice":117800000000,"Symbol":"avax","Index":33},{"TotalEquity":1864300912,"TotalDebt":0,"BasePrice":68200000000,"Symbol":"axs","Index":34},{"TotalEquity" :843870,"TotalDebt":0,"БазоваяЦена":23700000000,"Symbol":"badger","Index"::35},{"TotalEquity":114869291528,"TotalDebt":0,"BasePrice":1379000000,"Symbol":"bake","Index":36},{"TotalEquity":95400,"TotalDebt":0,"BasePrice":54110000000,"Symbol":"bal","Index":37},{"TotalEquity":123113880,"TotalDebt":0,"BasePrice":14610000000,"Symbol":"band","Index":38},{"TotalEquity":0,"TotalDebt":0,"BasePrice":37100000000,"Symbol":"bar","Index":39},{"TotalEquity" 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1. Каждый раз после генерации данных подтверждения вам нужно один раз запросить активы cex и сохранить эти данные. Эти данные будут использоваться вИнформация о CexAssetsполеcex_config.jsonфайла ниже.
   Примечание: Файл proof.csv здесь должен быть из того же пакета, что и сохраненные данные подтверждения активов, в противном случае может произойти сбой проверки.

Файл конфигурации

cex_config.jsonЭто конфигурационный файл для проверки активов биржи.

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Подтверждение резервов: Указывает путь к таблице proof.csv

ZkKeyVKDirectoryAndPrefix: Указывает путь и префикс ключа проверки zkpor

Информация о CexAssets: Обменять активы, полученные из вышеприведенной команды запроса

Проверьте необходимые данные и формат для активов пользователей

• Предоставитьuser_config.jsonфайл
  Нам нужно использоватьЗащита пользователятаблица, сгенерированная в предыдущем разделе учета пользователей, а затем, на основе уникального идентификатора пользователя в предоставленномexample_users.csvфайл, найдите соответствующего пользователя вuserproofтаблица, используяaccount_idполе. Извлечьнастройкиполе и сохраните его какuser_config.jsonдля загрузки пользователей.

Структура файла user_config.json выглядит следующим образом:

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," Equity":70860,"Debt":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="]}

Предоставление конечного пользовательского контента

Структура файла, которую в конечном итоге получает пользователь, примерно следующая:

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

Когда предоставляется двоичный файл «main», его имя может быть другим в зависимости от устройства.

• Mac OS (Intel)：zkproof_darwin_amd64

• Mac OS (M1): zkproof_darwin_arm64

• Linux: zkproof_linux_amd64

• Windows: zkproof_windows_amd64.exe

Проверка активов биржи

Запустите следующую команду, чтобы начать проверку:

Обычный текст./основная проверка центра

Проверка успешно пройдена. Результат будет следующим:

Все доказательства верифицированы и прошли проверку!!!

Подтверждение активов пользователей

Plaintext./main проверяет пользователя

Проверка успешна. Результат будет:

Плейнтекстмеркл оставляет хэш: 164bc38a71b7a757455d93017242b4960cd1fea6842d8387b60c5780205858ce верификация прошла!!!

Заключение

Включение zk-SNARK является важным обновлением для Gate.ioДоказательство резервов и важнейший шаг в защите активов пользователей. Благодаря отличным мерам безопасности и конфиденциальности он приносит больше уверенности пользователям и устанавливает новый стандарт для всей криптовалютной индустрии.

Вы можете нажать здесьпосетитьGate.ioстраница фронтенда Proof of Reserves и просмотреть доказательства, созданные Gate.ioкоманда, использующая этот проект. Код теперь открыто доступен наGitHubПриглашаем всех заинтересованных лиц в децентрализованные биржи, zk-SNARK и технологию MerkleTree присоединиться к этому проекту. Независимо от того, хотите ли вы предложить идеи, сообщить об ошибках или представить код, ваше участие всегда приветствуется.