SoK: Oracles from the Ground Truth to Market Manipulation
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Abstract (arXiv)
One fundamental limitation of blockchain-based smart contracts is that they execute in a closed environment. Thus, they only have access to data and functionality that is already on the blockchain, or is fed into the blockchain. Any interactions with the real world need to be mediated by a bridge service, which is called an oracle. As decentralized applications mature, oracles are playing an increasingly prominent role. With their evolution comes more attacks, necessitating greater attention to their trust model. In this systemization of knowledge paper (SoK), we dissect the design alternatives for oracles, showcase attacks, and discuss attack mitigation strategies.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 1 Jun 2021.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 1; 2025: 2; 2026: 1.
7 papers.
- 2023New Bounds on the Accuracy of Majority Voting for Multi-Class Classificationcited by 5
- 2024Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumptioncited by 5
- 2022Do not rug on me: Zero-dimensional Scam Detectioncited by 3
- 2025AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generationcited by 3
- 2023The Design Principle of Blockchain: An Initiative for the SoK of SoKscited by 2
- 2025Can Artificial Intelligence solve the blockchain oracle problem? Unpacking the Challenges and Possibilitiescited by 0
- 2026ClawCoin: An Agentic AI-Native Cryptocurrency for Decentralized Agent Economiescited by 0
- 2026ClawCoin: An Agentic AI-Native Cryptocurrency for Decentralized Agent Economies21 Apr 2026
- 2025Can Artificial Intelligence solve the blockchain oracle problem? Unpacking the Challenges and Possibilities2 Jul 2025
- 2025AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generation10 Feb 2025
- 2024Game of Coding: Sybil Resistant Decentralized Machine Learning with Minimal Trust Assumption7 Oct 2024
- 2023New Bounds on the Accuracy of Majority Voting for Multi-Class Classification18 Sep 2023
- 2023The Design Principle of Blockchain: An Initiative for the SoK of SoKs1 Jan 2023
- 2022Do not rug on me: Zero-dimensional Scam Detection16 Jan 2022