Improving Censorship Resistance in BFT Systems
A new BFT system enhances transaction inclusion and resistance to censorship.
― 5 min read
Table of Contents
- The Challenge of Censorship Resistance
- A Proposed BFT System: Enhancing Censorship Resistance
- How the System Works
- Benefits of This Approach
- Addressing Information Asymmetries
- Censorship Resistance through Architectural Changes
- Technical Contributions
- Comparison with Existing Protocols
- Conclusion
- Future Work
- Implications for Decentralized Applications
- Final Remarks
- Original Source
- Reference Links
Byzantine Fault Tolerance (BFT) systems are crucial in maintaining the integrity of decentralized applications. These applications range from payment systems to social networks. In a typical BFT setup, multiple nodes or replicas work together to ensure that transactions are confirmed and included in the blockchain even if some replicas fail or act maliciously.
Censorship Resistance
The Challenge ofOne major issue in existing BFT protocols is the lack of short-term censorship resistance. This means that even if a leader node wants to censor certain transactions, it may block them from being included in the next block. The goal is to ensure that all transactions are included in a timely manner, regardless of the intentions of current or future leaders.
A Proposed BFT System: Enhancing Censorship Resistance
To tackle the challenge of censorship, we propose a new BFT system that allows every replica to contribute to the creation of mini-blocks. This decentralization of transaction inclusion enhances the ability to resist censorship while ensuring fast transaction confirmations and high throughput.
How the System Works
Three Key Components
- Transaction Broadcasting: Clients send their transactions to multiple replicas simultaneously.
- Data Availability Component (DA): This part is designed to ensure that the system operates correctly even in the presence of malicious nodes. It checks the availability of transaction data.
- Leader Enforcement: The leader of the BFT protocol is required to include all data collected from the DA component into the final block.
The Process
When a client submits a transaction, it is broadcasted to various replicas. Each replica creates its own mini-block containing the transaction data. These mini-blocks are then sent to the DA component, which assembles them into a larger block. The leader must incorporate all relevant data from the DA component into the final block to achieve consensus.
Benefits of This Approach
This new system offers several advantages:
- Short-Term Inclusion Guarantees: Even if a current leader wants to censor a transaction, the system is designed to ensure its inclusion in the next block.
- High Throughput: The more replicas that join the system, the more transactions can be processed simultaneously, increasing overall system capacity.
- Flexibility: Different transactions might have varied urgency levels for inclusion, allowing clients to adapt their strategies based on the nature of the transactions.
Addressing Information Asymmetries
In the proposed system, there are two types of information asymmetries:
- Time Sensitivity: Some transactions, like bids in an auction, must be included quickly to maintain their value.
- Malicious Behavior: Clients can only guess which replicas might be acting maliciously.
To mitigate these issues, our system allows clients to adjust the level of funding they allocate to increase the chances of their transactions being included. This can be done by submitting multiple copies of a transaction to various replicas, enhancing the likelihood of capture.
Censorship Resistance through Architectural Changes
The system introduces a new Data Availability and Censorship Resistant (DA-CR) layer. All transactions need to be submitted to this layer maintained across replicas. If a leader fails to include necessary transactions, it will not reach consensus and will be replaced.
Key Features of the DA-CR Layer
- Decentralized Data Collection: Each replica can add transactions to the DA layer freely.
- Mandatory Inclusion: A leader cannot finalize a block without incorporating data from the DA layer, ensuring all relevant transactions are acknowledged.
Technical Contributions
- Parameterization: The system clearly defines the properties of censorship resistance through specific parameters, allowing for evaluation based on cost and effectiveness.
- Transaction Broadcasting Protocol: Clients can determine the number of copies to send to ensure desired inclusion probabilities.
- Enforcement Rule: The protocol incorporates rules that ensure no block can be added unless all required data is included.
Comparison with Existing Protocols
In terms of performance and resistance to censorship, this new approach differs from existing BFT protocols in significant ways. Traditional leader-based protocols rely heavily on the leader's control over data inclusion and order, which can lead to delays and censorship.
Conclusion
This proposed BFT system, incorporating enhanced censorship resistance and high throughput, presents a promising solution to the challenges faced by decentralized applications. The design emphasizes flexibility for clients while ensuring that transactions are included quickly and fairly, regardless of the conditions or actions of any specific leader. Through its modular architecture and decentralized design, the system aims to facilitate a more robust and resilient approach to BFT that addresses both existing limitations and future demands in the realm of decentralized technology.
Future Work
While the system shows great potential, further research is needed to explore its scalability, resilience against novel attack vectors, and integration with existing decentralized platforms. It will be essential to run simulations and stress tests to evaluate performance in varied network conditions. Collaboration with the wider community can help ensure the robustness of the design and its practical applicability across different use cases in decentralized environments.
Implications for Decentralized Applications
The advancements in BFT systems like this one could significantly enhance the functionality and reliability of decentralized applications, paving the way for broader adoption and innovation. By overcoming censorship resistance hurdles, developers can create applications that are not only more efficient but also more aligned with the core principles of decentralization. This will foster a more equitable environment for users and clients alike, promoting transparency and fairness in digital transactions.
Final Remarks
The proposed BFT system represents a fundamental shift in how decentralized applications manage transaction inclusion and leader control. With its focus on censorship resistance and client flexibility, the system is poised to set a new standard in the field, ensuring that decentralized applications can thrive in an increasingly complex digital landscape.
Title: BigDipper: A hyperscale BFT system with short term censorship resistance
Abstract: Byzantine-fault-tolerant (BFT) protocols underlie a variety of decentralized applications including payments, auctions, data feed oracles, and decentralized social networks\cite{chainlink,lens}. In most leader-based BFT protocols, an important property that has been missing is the censorship resistance of transaction in the short term. The protocol should provide inclusion guarantees in the next block height even if the current and future leaders have the intent of censoring.In this paper, we present a BFT system, BigDipper, that achieves censorship resistance while providing fast confirmation for clients and hyperscale throughput. The core idea is to decentralize inclusion of transactions by allowing every BFT replica to create their own mini-block, and then enforcing the leader on their inclusions. To achieve this, BigDipper creates a modular system made of three components. First, clients use a transaction broadcast protocol to send transaction to multiple replicas. As a distribution of replicas receiving the client's transactions, they prepare mini-blocks to send to the data availability (DA) component, which characterizes the censorship resistant properties of the whole system. We design three censorship resistant DA (DA-CR) protocols whose properties are captured by three parameters. The third component interleaves the second DA-CR protocol into the leader based BFT protocol, it enforces the leader to include all the data from the DA-CR into the final block. At last, we demonstrate an integration with a two-phase Hotstuff-2.
Authors: Bowen Xue, Soubhik Deb, Sreeram Kannan
Last Update: 2023-09-24 00:00:00
Language: English
Source URL: https://arxiv.org/abs/2307.10185
Source PDF: https://arxiv.org/pdf/2307.10185
Licence: https://creativecommons.org/licenses/by/4.0/
Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.
Thank you to arxiv for use of its open access interoperability.