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※해당 컨텐츠는 8월 9일 외부에서 기발간 된 컨텐츠입니다. 컨텐츠에 대한 추가적인 주의사항은 본문 하단에서 확인해주세요.
목차
계정 추상화 배경
계정 추상화는 어떻게 하면 가능할까?
ERC-4337 계정 추상화는 어떻게 동작할까?
EOA 계정과 Smart Contract
Problem1 : Smart Contract can’t generate Transaction.
Problem 2: Contract Deploy
맺으며
본 글은 CURG에서 기획한 계정 추상화(Account Abstraction) 시리즈 첫 번째로, 계정 추상화 기술의 동기와 현재 표준이 된 ERC-4337에 대해 개괄적으로 다루고, 이에 대한 구현 방식과 기술적 세부 내용을 살펴본다. 다음 편에서는 가스비 대납 솔루션 Paymaster와 가스비 최적화를 위한 Aggregator를 살펴보고, 실제 계정 추상화를 구현한 프로젝트를 리뷰할 예정이다.
계정 추상화 배경
이더리움은 상태 전이 시스템(State Transition System)이며, 상태 전이 요청은 계정을 중심으로 이루어진다. 계정의 분실은 상태 전이 요청(트랜잭션)을 할 수 없게 되며, 계정 정보(Mnemonic or Private Key)의 보관은 이더리움 환경에서 매우 중요하다. Vitalik은 자신의 블로그에 2019년 소셜 복구 기능을 제공하는 지갑 테스트에 관한 경험과 그에 대한 교훈을 작성하였다. 교훈은 다음과 같다. “비밀 공유 기반 오프체인 소셜 복구는 매우 취약하며, 복구를 위한 별도의 앱은 분실이 쉽고, 별도의 중앙 집중식 커뮤니케이션 채널은 여러 종류의 문제가 발생할 수 있다. 대신 guardians를 추가하는 방식은 이더리움 주소를 제공해야 하고, ERC-4337 계정 추상화 지갑을 사용하는 스마트 컨트랙트에 의하여 복구가 되어야 한다. guardians는 이더리움 지갑을 잃어버리지 않으면 되는데, 이는 이미 다른 이유로 신경 쓰고 있는 부분이다.”
계정 추상화 지갑 사용은 계정 복구와 같은 UX(User Experience)의 변화를 가능하여지도록 한다. 블록체인 사용에 있어서 여전히 많은 불편함이 존재하고, 이는 사용자들이 블록체인 기술을 사용하면서 쉽게 적응하지 못하도록 하고 있다. 계정 추상화는 무엇이며, 어떤 사용 사례가 이 아이디어의 동기가 되었을까? 다음은 계정 추상화 아이디어의 동기가 된 UseCase들이다.
- Multisig
- Cryptography other than ECDSA
- Privacy solutions
- On-chain DEXes
Multisig
출처: Coindesk.com (작성: Colin Harper)
Multisig(다중 서명) 지갑이나 Smart Contract 지갑(예, 소셜 복구)들은 거래 수수료를 지불하기 위해 소량의 이더리움을 저장하는 별도의 계정(EOA)이 필요하며, 시간이 지남에 따라 해당 계정이 이더리움을 재충전해야 하는 불편한 구조로 되어 있다. 다른 계정에 의하여 거래 수수료를 대납 될 수 있다면, 별도의 계정에 이더리움을 재충전해야 하는 불편함을 개선할 수 있다.
Cryptography other than ECDSA
출처: Medium @Level Up Coding- ECDSA — How to programmatically sign a transaction
이더리움에서는 전자서명에 ECDSA를 사용하며, 이외의 암호화 알고리즘을 사용하기 어렵다. ECDSA 이외의 암호화, Schnorr 서명, BLS 서명, 기타 곡선 및 Lamport/Winternitz와 같은 양자 증명 알고리즘을 모두 구현할 필요가 있을 수 있다.
Privacy Solutions
프라이버시 솔루션은 증명 검증이 인증 로직으로 이동하고 수수료 지급 조건이 되기 때문에 더 이상 “릴레이어(Relayer)”를 필요로 하지 않을 것이다.
On-chain DEXes
온체인 탈중앙 거래소 및 유사 시스템에서는 많은 사용자가 동일한 차익거래 기회를 얻기 위해 여러 트랜잭션을 시도하는 경우가 많다. 현재는 실패한 트랜잭션이 체인에 게시되기 때문에 비효율적이지만, 추상화를 사용하면 이론적으로 실패한 트랜잭션이 체인에 전혀 포함되지 않도록 할 수 있어 가스 효율성을 개선할 수 있다.
계정 추상화는 어떻게 하면 가능할까?
계정 추상화를 설명하는 가장 쉬운 방법은 기술의 접근 체계를 살펴보고 각 체계의 결함이 어디에 있는지 이해하는 것이다. 계정 추상화를 위한 기술의 발전 역사를 살펴보자.
Scheme 1 : Naive total abstraction
사용자는 일반적인 메커니즘을 사용해 가스비를 지불하지 않고도 ENTRY_POINT라고 하는 새로운 특수 주소(예: 2**160–1로 설정)에서 모든 계정으로 트랜잭션을 전송할 수 있다. 시사점은 이러한 트랜잭션의 “target”은 발신자의 계정이며, 계정 코드는 해당 데이터로 트랜잭션을 처리하고 원하는 작업을 수행한다는 의미이다.
채굴자는 거래를 완전히 처리하기 전에 계정 잔액을 확인하고, 거래를 완전히 처리한 후 계정 잔액을 확인하며, 차액이 충분한 수수료인지 확인하는 등 간단한 필터를 사용해 수락할 트랜잭션을 결정한다. 사용자는 요구되는 어떤 인증 단계를 거친 후, 수수료 지급을 위해 트랜잭션에 send(Coinbase(), fee)를 포함하기만 하면 된다.
이 접근 방식은 간단하고 최대한 유연하지만 두 가지 큰 문제가 있다.
- 마이너가 트랜잭션을 수락해야 하는지 여부를 알기 전에 모든 트랜잭션을 완전히 실행해야 한다는 것이다. DAO 소프트포크 시도에서 보았듯이, 이는 높은 수준의 DoS 취약성을 초래하는 나쁜 아이디어이다.
- 네트워크의 노드들은 트랜잭션을 전파할지 여부를 판단하는데 더 큰 어려움을 겪게 되는데, 트랜잭션을 실행하여 채굴자에게 보상을 지급할 것 같더라도 하나의 트랜잭션이 다른 모든 트랜잭션의 수수료 지급 속성을 무효로 할 수 있기 때문이다. 따라서 네트워크 수준의 DoS 위험은 훨씬 더 크다.
Scheme 2 : Signature abstraction only
“지갑 계정”이라고 하는 세 번째 계정 타입을 생성한다. 지갑 계정은 컨트랙트와 비슷하지만 두 가지 코드가 있는데: (i) 인증 코드와 (ii) 실행 코드다. ENTRY_POINT에서 지갑 계정으로 호출하는 과정은 두 단계로 이루어진다: (i) 전체 트랜잭션을 입력으로 사용하여 검증 코드를 실행하고 출력이 0이 아닌지 확인한 다음 (ii) 실행 코드를 정상적으로 실행한다. 검증 코드 실행은 외부 호출(사전 컴파일 제외), 컨트랙트 저장소 또는 어떤 것에 ‘쓰기’ 기능을 사용할 수 없으며, pure 함수여야 한다. 또한 검증 코드 실행에는 400,000의 고정 가스 제한이 있다.
이 방식은 마이너와 네트워크 노드가 해야 하는 모든 것이 이전과 동일하므로 기본적으로 보안 위험이 없다. 유일한 차이점은 마이너가 ECDSA 검증(순수 함수) 대신 제한된 환경 내에서 일부 EVM 코드(또 다른 순수 함수)를 실행해야 한다는 것이다. 그러나 이 방식은 추상화의 이점 중 일부만 제공한다.
Scheme 3 : 제안된 체계(EIP-2938)![EIP 2938, 계정추상화, 계정 추상화 작동 원리, 이더리움 가스비, 블록체인 계정 추상화](data:image/png;base64,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)
다음은 대부분의 위험 없이 완전한 추상화의 많은 이점을 제공하는 구체적인 계획이다. 첫째, EVM 레벨이 변경된다:
- 우리는 두 가지 유형의 계정, 즉 EOA와 컨트랙트 계정(CA)이 있다는 속성을 유지하며, 후자는 하나의 코드만 가지고 있다.
- 서명이 (0, 0)인 트랜잭션은 tx.origin(따라서 top-level sender)이 ENTRY_POINT 주소(= 2**160–1)인 트랜잭션으로 취급된다.
- PAYGAS라는 opcode 추가. (PAYGAS는 스택에서 하나의 인수(gasprice)를 가져오고, 잔액에서 tx.startgas * gasprice를 차감하고, 트랜잭션 실행이 끝날 때 remaining_gas * gasprice를 환불해야 함을 기록하고, 트랜잭션이 실패할 경우 opcode를 호출한 시점으로 revert 하도록 기록). 최상위 호출 프레임에서 사용되지 않으면 아무것도 하지 않으며(예시: msg.sender == ENTRY_POINT), opcode가 이미 활성화된 상태에서 사용되면 아무것도 하지 않는다. 성공하면 스택에 1을 푸시하고 실패하면 0을 푸시.
이제 마이너(채굴자)와 네트워크 노드, 정책을 살펴보면:
- 채굴자나 네트워크 노드는 트랜잭션을 수신하면 최상위 컨트랙트의 코드가 require(msg.sender == ENTRY_POINT)로 시작하는지 확인한다(정확한 EVM 바이트 시퀀스 보류 중). 그렇지 않다면 트랜잭션을 거부한다.
- 다음 세 가지 상황 중 하나에 도달할 때까지 코드를 실행한다:
1. 호출(프리컴파일 제외)이 이루어졌거나 외부 상태 읽기 연산자 코드(BALANCE, EXTCODE*) 또는 환경 연산자 코드(TIMESTAMP, DIFFICULTY, NUMBER, BLOCKHASH, COINBASE, GASLIMIT)가 사용되었다면, 이 경우 트랜잭션이 거부된다.
2. 400,000 가스가 사용되었다면, 이 경우 트랜잭션이 거부된다.
3. PAYGAS opcode가 사용된다면, 이 경우 opcode에 주어진 가스 가격이 충분한지 여부에 따라 거래를 수락하거나 거부한다. - 마이너와 네트워크 노드는 각 계정에 대해 두 개 이상의 트랜잭션을 중계하지 않는다. 계정 추상화는 부수적으로 하나의 트랜잭션 내에서 여러 작업을 수행할 수 있는 계정을 지원하기 때문에 사용성에 미치는 영향은 낮다.
이 방식은 이더리움의 프로토콜 레벨에서 수정해야 하는 큰 문제를 가지고 있다.
Scheme 4 : 제안된 체계(EIP-4337)
이 방식은 이더리움 프로토콜의 변경 없이 분산 방식으로 네이티브 스마트 계약 지갑을 지원하기 위한 첫 번째 단계이다. 스마트 계약 지갑을 지원하기 위해 합의 레이어를 수정하는 대신, 일반적인 트랜잭션 gossip 프로토콜과 별도로 새로운 시스템이 추가된다. 이 상위 레벨 시스템은 사용자 작업(UserOperation)이라는 새로운 개체를 기반으로 구축되며, 사용자의 작업과 관련된 서명과 함께 패키징된다. 이 UserOperation 개체는 전용 메모리 풀로 브로드캐스트되어 검증자들이 이를 “번들 트랜잭션”으로 수집할 수 있게 된다. 번들 트랜잭션은 많은 개별 UserOperation의 연속을 나타내며, 일반 트랜잭션과 마찬가지로 이더리움 블록에 포함될 수 있으며, 검증자들은 유사한 수수료 최대화 선택 모델을 사용하여 이를 선택한다.
EIP-4337에 따라 지갑의 작동 방식도 변경된다. 각 지갑이 일반적이지만 복잡한 안전성 로직을 재구현하는 대신, 해당 기능은 “Entry Point”이라고 알려진 global 지갑 컨트랙트에 외부로 아웃소싱된다. 이를 통해 수수료 지불 및 EVM 코드 실행과 같은 작업을 처리하여 지갑 개발자가 훌륭한 사용자 경험을 제공하는 데 집중할 수 있게 된다.
참고로, EIP-4337 Entry Point 컨트랙트는 2023년 3월 1일에 Ethereum Mainnet에 배포되었고, 최근까지 지속해서 업데이트 되고 있다.
그외 다른 접근
EIP-2771 : 메타 트랜잭션을 사용한 계정 추상화
EIP-2771는 이더리움 프로토콜을 변경하지 않고도 제삼자가 사용자의 가스 비용을 지불할 수 있는 메타 트랜잭션 개념을 도입한다. 사용자에 의해 서명된 트랜잭션은 Forwarder 계약에 전송된다. 포워더는 트랜잭션이 유효한지 검증한 후 가스 릴레이로 전송하는 신뢰할 수 있는 개체이다. 이는 오프체인에서 이루어지며, 가스를 지불할 필요가 없어진다. 가스 릴레이는 트랜잭션을 수신자 컨트랙트에 전달하고, 이를 실행하기 위해 필요한 가스를 이더리움에 지불한다. 포워더가 수신자에게 알려진 신뢰할 수 있는 개체인 경우에만 트랜잭션이 실행된다. 이 모델은 개발자가 사용자를 위해 가스 비용이 없는 트랜잭션을 구현하기 쉽게 만든다.
EIP-3074 : EOA 업그레이드를 통해 계정 추상화 지원
EIP-3074은 이더리움의 외부 소유 계정을 업데이트하여 스마트 컨트랙트에게 제어 권한을 위임할 수 있도록 하는 것을 목표로 한다. 이는 스마트 컨트랙트 로직이 외부 소유 계정에서 시작된 트랜잭션을 승인할 수 있다는 것을 의미한다. 이를 통해 가스 후원 및 일괄 처리된 트랜잭션과 같은 기능을 구현할 수 있다. 이를 위해 EVM에는 AUTH와 AUTHCALL이라는 두 개의 새로운 OP코드가 추가되어야 한다. EIP-3074를 통해 스마트 계약 지갑의 이점을 계약 없이도 활용할 수 있게 되며, 대신 “인보커(invoker)”라고 하는 특정 유형의 상태를 가지지 않고 신뢰할 수 있는 업그레이드 불가능한 계약이 트랜잭션을 처리한다.
ERC-4337 계정 추상화는 어떻게 동작할까?
출처: notes.ethereum.org -The road to account abstraction
사용자는 기존의 Transaction 대신, UserOperation 객체를 전송하고, 전송된 UserOperation 객체는 Bundler의 mempool에 등록된다. Bundler는 높은 수수료를 지불하는 UserOperation 객체를 우선 선택하여, 이것을 모아 “Bundle Transaction”을 만들고, 이를 이더리움 블록에 넣기 위해 Transaction을 전송한다. 위 그림은 UserOperation 객체가 처리되는 과정을 그림으로 나타낸 것이다.
Bundler는 Bundle Transaction에 포함된 UserOperation 객체가 실패하는 경우, 가스 낭비가 발생하기 때문에, 사전에 검증할 필요가 있다. Entry point contract는 UserOperation 객체들을 검증하고 실행하는 역할을 하며 Verification 단계와 Execution 단계가 필수로 구현되어 있어야 한다. Verification 단계에서는 UserOperation의 wallet contract가 존재하지 않는 경우 새로 생성하고, wallet contract에서 ValidateUserOp를 호출하여 UserOperation과 필요한 수수료를 전달한다. 그리고 wallet contract에서는 UserOperation의 서명과 작업이 유효하다면 wallet contract는 수수료를 지불해야 한다. Execution 단계는 wallet contract에서 op execution 함수를 호출하여 calldata를 실행하고, 남은 가스비를 환불해 준다. 위 그림은 Bundler의 계정에서 Entry point contract를 통해 UserOperation 객체를 처리하는 과정을 나타낸 그림이다. UserOperation 객체가 처리 완료되면, 사용자가 원하는 요청이 수행된 것이다.
계정 추상화 지갑의 이점
- 다른 사람의 가스를 지불하거나, 다른 사람이 귀하의 가스를 지불
- 이더가 아닌 ERC-20 토큰으로 수수료 지불
- 자신만의 유연한 보안 규칙 정의
- 키를 분실한 경우 계정 복구
- 신뢰할 수 있는 장치 또는 개인 간에 계정 보안 공유
- 배치 트랜잭션(예: 한 번에 스왑 승인 및 실행)
- dapp 및 지갑 개발자가 사용자 경험을 혁신할 수 있는 더 많은 기회
ERC-4337기반의 계정 추상화 지갑의 이점은 블록체인 UX의 많은 변화를 가져올 수 있을 것으로 기대된다. 다른 사람이 대신 가스비를 지불 해주거나, 내가 가진 ERC-20토큰으로 수수료를 지불 할 수 있다면, 가스비가 부족하여 이더를 구매하고 지갑에 옮기는 불편함이 없어질 것이다. 계정을 복구 할 수 있으면, 계정 분실에 대한 걱정을 덜어줄 수 있으며 블록체인 사용이 더 증가 할 수 있다. 배치 트랜잭션으로 여러 요청을 한번에 처리 할 수 있는 것 역시 가스비 감소와 사용 편의성이 커지는 장점이 있다. 하지만, 물론 장점만 있는 것은 아니다. 트랜잭션 처리에 있어서 기존에 사용하는 방식대비 UserOperation을 통해 처리하는 것에는 가스비가 증가하는 문제가 있고, 여전히 더 발전해나가야 하는 부분이 있다.
EOA 계정과 Smart Contract
현재 우리가 메타마스크에서 사용하는 계정은 EOA 계정이다. 즉, 패스워드같이 작동하는 개인 키를 사용하여 Transaction에 대해 서명하는 방식이다. 반면 Smart Contract는 Code로 동작하는 계정이다. 계정 내부에 Code를 가지고 있으며 Smart Contract를 사용하기 위해서는 먼저 Transaction을 통한 배포과정(Contract Creation)이 필요하고 이후 EOA 계정에서 해당 Smart Contract로 Transaction을 전송하여 Code를 실행시킬 수 있다. 즉, 정리하자면 다음과 같이 요약할 수 있다.
- Smart Contract는 Transaction을 만들 수 없다.
- Smart Contract는 배포 과정이 필요하다.
Problem1 : Smart Contract can’t generate Transaction.
위 그림은 이더리움의 3가지 Transaction을 나타낸 것이다.
첫 번째는 EOA에서 EOA로 보내는 Transaction. 직관적으로는 ETH를 송금하는 과정이다.
두 번째는 EOA에서 CA(Contract Account : Smart Contract를 계정으로 사용할 때의 용어)로 Transaction을 전송해 Code를 실행시키는 것이다. 예를 들면 우리가 Uniswap을 통해 Swap을 실행시키는 경우이다.
세 번째는 EOA에서 CA로 Transaction을 Code를 실행시켰는데 Code가 Internal Transaction을 생성하여 다른 CA의 Code를 실행시켜 주는 상황이다.
해당 그림을 통해 모든 Transaction의 첫 발생 주체는 EOA 이며, 이후 Internal Transaction의 형태로 CA가 CA로 Transaction을 생성할 수 있다는 것을 알 수 있다. 따라서 CA가 자체적으로 Tx을 생성할 수 없으므로, CA 의 코드를 실행시키기 위해서는 EOA 계정이 Tx을 생성해줘야 한다. ERC-4337에서는 이 문제를 해결하기 위해 UserOp와 Bundler의 개념을 추가한다.
Module : UserOp & Bundler
위 그림에서 3번째 Transaction을 아이디어로 가져왔다. 이제 Transaction을 생성하기 전에 상위 Level의 요청이 추가되었다. 새로운 방식에서는 Bundler 라는 Transaction을 생성시켜주는 새로운 주체를 설정한다. 이 주체는 요청이 들어오면 User’s CA로 Transaction을 발생시켜주는 역할을 하고 해당 요청을 UserOp라고 부른다.
정리하자면,
- UserOp : CA을 사용하는 User가 Bundler에게 Tx의 실행을 요청하는 요청 단위
- Bundler : CA을 대신해서 자신의 EOA계정으로 Tx을 실행시켜주는 주체
User는 EOA 계정을 보유하지 않아도 자신의 CA 계정으로 Tx을 생성할 수 있는 효과를 만들 수 있다. 아래는 실제 UserOp의 필드이다.
User의 입장에서는 완벽하지만, Bundler에게는 남은 문제가 존재한다. Bundler의 관점에서는 User가 요청하는 임의의 Contract에게 임의의 데이터를 전송해야 하는 것이다.
생각해보면 그 임의의 Contract 가 USDT 일 수 있고, 임의의 데이터가 approve 함수를 호출할 수 있다. 물론 시뮬레이션을 통해서 어느 정도 그러한 악의적인 UserOp를 거를 수 있지만 Transaction이 실제로 다르게 동작할 수 있으므로 잠재적 위협에서 안전하지 못하다.
Entry Point라는 신뢰 가능한 컨트랙트를 도입해서 이 문제를 해결하고자 한다.
Module : Entry Point
Entry Point는 이러한 문제점을 해결하기 위해서 나온 중앙의 싱글 톤 컨트랙트이다. 해당 Contract의 코드는 오픈소스로 공개되어 있으며 ERC-4337을 제안한 프로젝트 팀에서 배포되었다. [소스 확인]
중앙에 단 하나의 Contract 인 Entry Point를 배포했으므로, 이제 해당 Contract로 UserOp를 전송함으로써 Bundler가 임의의 Contract를 실행시키지 않아도 된다.
출처: Etherscan
간단하게 etherscan.io 에서 Entry Point 를 입력하면 해당 컨트랙트를 확인할 수 있다.
출처: Etherscan
모든 ERC-4337 를 사용한 UserOp는 해당 중앙 Entry Point를 사용하므로 얼마나 ERC-4337이 활성화되어있는지 쉽게 확인할 수도 있다. 들어가서 어떤 Tx이 오가는지 확인해보면 구조를 더 쉽게 이해할 수 있다.
Entry Point가 도입된 이후 동작 과정을 살펴보자.
- Bundler가 UserOp를 받으면 Tx을 생성하여 CA가 아닌 Entry Point로 UserOp를 전달한다.
- Entry Point에서 Contract Wallet로 UserOp가 전달된다.
- Contract Wallet에서 해당 UserOp가 실행된다.
출처: Medium @CURG 원문
지금까지 ERC-4337의 가장 간단한 형태의 Transaction을 설명했다. 이제 조금 더 들어가서 실제 Gas Fee가 어떠한 흐름으로 이동하는지 살펴보자.
Gas Fee Refund Case1 : Tx Success
Transaction은 반드시 실행한 계정에서 Gas Fee가 지불되게 된다. 이것은 프로토콜에서 정해진 규칙이다. 하지만 여기서는 Bundler가 Transaction을 실행하므로 Gas Fee를 부담해야 한다. 지속할 수 있는 모델을 위해서는 User의 계정으로부터 Bundler가 Gas Fee를 환급받는 절차가 필요하게 된다.
기본적인 아이디어는 UserOp가 담긴 Tx이 처리되면서 Gas Fee를 추적하고, Tx이 끝나기 전에 Bundler에게 사용된 Gas Fee를 환급해주는 것이다.
동작 과정 :
- 지정한 최대 가스양만큼 Contract Wallet → Entry Point 미리 예치
- Tx 실행하면서 실제 Gas Fee 추적
- UserOp가 모두 실행되면 추적된 Gas Fee를 Entry Point → Bundler 송금
- 남은 가스양은 Entry Point에 남는다.
출처: Medium @CURG 원문
실제 실행결과는 다음과 같다. txHash : 0x38b322582f1cbbb537bccc86b7c5fd3ed78f04dc600107e3a0a11f6dca7fad85
출처: Etherscan
해당 Transaction에서 UserOp는 0x42… 에게 1000 DTC 를 전송하는 것이다.
사진에서 3가지 Transfer 를 확인할 수 있다.
- 0x659f(Contract Account) → Entry Point
- Entry Point → 0x01a4(Bundler)
- 0x659f(Contract Account) → 0x42A0 (DTC 전송)
0x01a4… 주소는 Transaction이 시작된 주소 즉, Bundler이다.
따라서 1번 2번 Transfer는 Gas Fee가 Entry Point를 갔다가 최종적으로 Bundler에게 환급된 것을 확인할 수 있다. 또한 아래에 Transaction Fee($0.0021)보다 Bundler에게 환급된 Gas Fee(0.0022)가 조금 더 크다는 것을 확인할 수 있다. 즉, Bundler가 Gas Fee + 추가적인 수수료를 더 가져가는 것이다.
해당 추가적인 수수료는 UserOp에서 User가 Bundler에게 얼마만큼 더 줄것인지 정하는 maxPriorityFeePerGas 변수에 의해 정해지게 된다.
이제 Transaction이 실패하는 경우를 살펴보자.
Gas Fee Refund Case2 : Tx Fail
이더리움은 Transaction이 도중에 실패하더라도 Gas Fee가 부과된다. 해당 Gas Fee는 누가 지불하게 될까?
1) Contract Wallet의 주인이 아닌 악의적인 제삼자가 보낸 UserOp
만약 이 경우 Wallet의 주인이 Gas Fee를 지급하게 되면 어떤 일이 발생할까? 아마 악의적인 제삼자가 UserOp를 임의로 만들어서 전송할 수 있으므로 Contract Wallet의 잔액은 제삼자에 의해 0원이 될 수 있다.
따라서 이 경우 Bundler가 Gas Fee를 지급하게 된다. 또한 악의적인 제삼자가 UserOp를 임의로 만들어서 보내더라도 Bundler는 시뮬레이션을 통과한 UserOp만 Transaction으로 만들 수 있으므로 Bundler가 자산을 잃지는 않는다.
2) Contract Wallet의 주인이 보낸 UserOp
해석해보면 Bundler는 Wallet의 주인이 보낸 UserOp를 실행시켰는데 Transaction이 실패한 경우이다. 따라서 Bundler에게는 아무런 잘못이 없으므로 Wallet의 주인이 Gas Fee를 지급해야 한다.
우리는 기본적으로 Transaction이 Revert 될 때 모든 변경 사항이 취소되므로 Transaction의 실행 전 상태로 돌아가는 것으로 알고 있다. 하지만 우리가 알아야 할 것은 Transaction의 Revert 종류는 2가지라는 것이다.
일반적인 Revert의 경우 Tx으로 인한 상태 변경이 모두 취소되지만, 예외적으로 try/catch 사용된 코드 내에서 Revert가 발생하면 해당 try/catch 의 실행만 취소되고 이후 코드가 정상적으로 실행된다. 이것을 사용하면 Revert 되더라도 이후 Gas Fee 환급 코드를 넣어 계속 Transaction을 진행할 수 있다.
Bundler는 어떻게 UserOp를 보고 악의적인 제삼자가 보낸 것인지, 주인이 보낸 것인지 확인할 수 있을까? 그것은 검증과 실행을 분리하면서 가능해진다.
- UserOp의 Signature 값을 검증하는 과정 : validateOp
- UserOp의 Op를 실행하는 과정 : executeOp
이를 둘로 나누고 검증 과정에서 실패했으면 악의적인 제삼자가 보낸 UserOp로 인식하고, 실행 과정에서 실패했으면 주인이 보낸 UserOp로 인식한다.
- UserOp 전달 : User → Bundler
- Simulation : Bundler Local
- Tx 생성 : Bundler → Entry Point
- ValidateOp : Entry Point → Contract Wallet & Deposit
- ExecuteOp : Entry Point → Contract Wallet
- UserOp 실행
- Gas Fee Refund : Entry Point → Bundler
출처: Medium @CURG 원문
Extension : Paymaster
지금까지 사용자는 EOA 계정을 사용하면서 반드시 여분의 Gas Fee를 가지고 있어야 했다. 이더리움 프로토콜에서 Gas Fee는 Transaction을 발생시킨 주체가 지급한다고 정했기 때문이다.
하지만 위에서 살펴봤듯이 Contract Account를 사용할 때 Transaction 실행 주체는 Bundler이고 이후 Gas Fee 환급은 컨트랙트 코드로 이뤄진다. 즉 컨트랙트의 코드로 Gas Fee 지급 주체를 지정할 수 있게 되었다.
ERC-4337 에서는 Gas Fee 대납에 대한 표준도 지정하고 있다. Paymaster Contract를 배포하고 해당 Contract에서는 White List 와 같은 방식으로 대납해줄 사용자를 지정하고, 사용자는 UserOp를 생성할 때 Paymaster Contract address에 대한 정보를 담는다. 이후 UserOp가 Bundler에 의해 Transaction이 되고 Paymaster Contract로 가서 대납이 이뤄지게 된다.
Code : Entry Point
- 실제 Bundler는 Entry Point 안에 있는 handleOps를 통해 UserOp를 전달한다.
- 내부에서 _validatePrepayment 통해 validateOp 를 수행하고 수행이 완료된 후_executeUserOp 수행하는 것을 확인할 수 있다.
- _compensate : Gas Fee가 환불된다.
- _executeUserOp 함수 내부에서는 try catch를 통해 Tx이 Revert 되더라도 계속 수행될 수 있다.
- Revert가 발생하여 catch 안으로 들어가더라도 collected 변수에 계속 Gas Fee를 추적하는 것을 확인할 수 있다.
처음으로 돌아와서 우리는 Contract를 EOA처럼 사용하기 위해서 문제를 해결하고 있다. 첫 번째 문제는 Transaction을 생성하는 것이었고, 두 번째 문제는 Contract 배포와 관련된 이슈이다. 이제 두 번째 문제로 넘어가자.
Problem2 : Contract Deploy
우리가 평상시 메타마스크를 통해 사용하는 계정인 EOA는 32bytes 개인 키를 임의로 생성해서 사용하면 된다. 반면 Contract는 배포되기 전에 존재하지 않는다. 어떻게 Contract Account를 바로 사용할 수 있을까?
언제 배포해야 할까?
직관적으로 Contract Wallet을 배포하기 가장 적절한 시기는 첫번째 UserOp가 생성될때이다. 하지만 지갑을 사용하기 전에 입금을 받는 경우는 매우 흔한 경우이므로 미래에 배포될 Contract Wallet의 주소를 알아야 한다.
CREATE2
이더리움은 Create2 라는 Opcode를 제공한다. 해당 Opcode는 이더리움 World State에 무슨일이 발생하든, 미래에 배포될 컨트랙트의 주소를 보장해준다. 따라서 미래에 배포될 주소를 미리 알 수 있다. 주소를 구하는 식은 다음과 같다.
- 0xFF : CREATE Opcode와 구별되는 상수
- sender : 발신자의 주소
- salt : 임의의 상수
- bytecode : 배포할 Contract의 bytecode
어떤 Contract를 배포해야 할까 ?
가장 단순한 아이디어는 User가 배포하고 싶은 Wallet Contract에 대한 bytecode를 UserOp에 넣어서 보내는 것이다. 이 방법은 몇가지 문제점이 존재한다.
- 배포이므로, 시뮬레이션 결과가 실제 결과와 다를 수 있다. 이 경우 Bundler가 Gas Fee를 잃으므로, 금전적 손실을 입게된다.
- Wallet Code에 백도어가 심어져 있을 수 있다. 유저가 Wallet Contract의 코드르 보고 악의적인 코드가 심겨져 있는지 알기 힘들다.
Wallet Factory
위 문제가 발생하지 않는 Wallet Contract를 만드는 방법은 Factory Contract를 배포하여 해당 Factory Contract를 통해 Wallet Contract를 배포하는 것이다. 유저는 믿을만한 Factory Contract를 사용하여 배포할 수 있으며, 바이트코드에 대한 이해가 없어도 편하게 사용할 수 있다.
최종적으로 다음과 같이 동작한다.
- UserOp 전달 : User → Bundler
- Simulation : Bundler Local
- Tx 생성 : Bundler → Entry Point
- 만약 Factory Call : Entry Point → Factory & Wallet Depoly : Factory → 0x0
- ValidateOp : Entry Point → Contract Wallet & Deposit
- ExecuteOp : Entry Point → Contract Wallet
- UserOp 실행
- Gas Fee Refund : Entry Point → Bundler
Bundling
지금까지 우리는 단 하나의 Entry Point로 Transaction을 전송했다. 또한 EntryPoint로 전송된 Transaction은 유저의 Wallet에 대한 Data가 포함되어 있었다.
즉, 각각의 UserOp에 대해서 Transaction을 만들지 않고, 모든 UserOp를 배열 형태의 데이터로 단 하나의 Transaction에 넣어 전송하면 하나의 Transaction이 여러 개의 UserOp를 처리할 수 있다.
출처: Medium @CURG 원문
구현하는 방법 또한 매우 간단하다.
간단하게 UserOption을 배열로 바꿔서 전달하면 된다. 이제 Bundler는 유저가 보낸 UserOp들을 하나의 번들 형태로 Transaction을 만들어줄 수 있다.
여기서 재밌는 점은 Bundler는 자신이 보낼 Bundle 생성하게 되는데, Bundle안에 UserOp의 순서 또한 임의로 결정하게 된다. 블록을 생성하는 사람이 블록 안에 들어있는 Transaction의 순서를 결정함으로써 수익을 발생시키는 것을 MEV 라고 한다.
Bundling에서 순서 를 마음대로 결정함으로써 수익을 발생시킬 수 있으며 관련된 아티클은 MEV 리서치에서 다뤘으니 관심 있으면 해당 아티클도 읽어보길 추천한다.
다시 본론으로 돌아와서 위에서는 UserOp가 처리될 때 해당 UserOp를 검증하는 ValidateOp가 실행된 후 해당 UserOp를 실행하는 ExecuteOp가 실행되었다. 만약 Bundling이 추가되면 해당 로직은 어떻게 변경될까?
출처: Stackup
다시 언급하자면 ValidateOp에서 검증이 실패하게 되면 Transaction 자체가 모두 취소되고 원상태로 돌아가게 된다. 즉, ValidateOp에서 단 하나의 UserOp가 실패하더라도 해당 Transaction은 취소되고 모든 UserOp가 실패하게 된다. 그러므로 모든 UserOp의 ValideteOp를 먼저 실행하고 모든 검증이 완료된 후 ExecuteOp를 실행하게 된다.
이러한 UserOp들의 ValidateOp들을 모두 실행하는 것을 Validation loop, 이러한 UserOp들의 ExecuteOp들을 모두 실행하는 것을 Execution loop 라 부른다. Bundling을 함으로써 우리는 가스비 절감 효과를 얻을 수 있으며, 이후 Aggregator라는 추가적인 모듈을 도입하면 더더욱 가스비가 저렴해지는 효과를 얻을 수 있다. Aggregator와 관련된 자세한 내용은 [Account Abstraction] 계정 추상화 시리즈- 2편에서 다룰 예정이다.
맺으며
지금까지 ERC-4337의 개념과 Smart Contract를 개인 계정으로 사용하는 표준이 어떻게 동작하는지 내부 구조에 대해 알아봤다. 해당 표준은 사용자가 가스비에 대한 개념 또는 해당 고민 없이 Tx을 생성하며 사용자 경험을 크게 개선할 수 있다며 주목받게 되었다. 해당 표준이 실제로 사용자의 경험을 향상할 수 있을지는 실제 프로젝트에 적용되어야 알겠지만, 필자는 블록체인 기술을 좀 더 편하게 사용하기 위한 표준이라는 점에서 매우 긍정적인 방향이라고 생각하며 더욱 사용자 경험을 개선할 수 있는 표준이 많이 나오길 기대한다.
※참고자료
- Some personal user experiences
- Ethereum Accounts
- ERC-4337: Account Abstraction Using Alt Mempool
- EIP-4337 — Ethereum Account Abstraction Audit — OpenZeppelin blog
- EIP-4337 — Ethereum Account Abstraction Incremental Audit — OpenZeppelin blog
- Unified ERC-4337 mempool — HackMD
- Ethereum Account Abstraction: All you Need to Know | Shardeum
- Implementing account abstraction as part of eth1.x
- https://www.alchemy.com/blog/account-abstraction
- https://eips.ethereum.org/EIPS/eip-4337
- https://ethereum.stackexchange.com/questions/78562/is-it-possible-to-perform-a-try-catch-in-solidity
- https://medium.com/decipher-media/ux관점에서-살펴보는-erc-4337-use-case-for-web3-game-7a4f81c46256
- https://docs.openzeppelin.com/cli/2.8/deploying-with-create2
- https://github.com/eth-infinitism
- https://www.alchemy.com/blog/account-abstraction-wallet-creation
-> ‘[Account Abstraction] 계정 추상화 시리즈- 1편’ 원문 보러가기
*[AA Series #1] Account Abstraction : Candidate of Final
*[AA Series #2] Account Abstraction : How to work?