Research Initiatives
Our ongoing research in cryptography, distributed systems, and blockchain technology to solve the most challenging problems in decentralized infrastructure.
Our Research Focus
At Marlin Labs, research is at the core of everything we do. Our team of researchers and engineers are constantly exploring new approaches to scaling, privacy, and security challenges in decentralized systems.
We believe that breakthrough innovations come from a deep understanding of fundamental problems and a willingness to challenge conventional wisdom.
Our research initiatives span multiple domains including cryptography, distributed systems, trusted execution environments, and blockchain technology, with a focus on practical applications that can be deployed in real-world scenarios.
Publications
Research Areas
Collaborations
Innovation
Research Areas
Exploring the frontiers of decentralized technology
Trusted Execution Environments
Our research in TEEs focuses on novel applications for blockchain scaling, privacy, and security. We're exploring ways to make TEEs more accessible and useful for decentralized applications.
Current Projects
- •Enhanced Remote Attestation: Developing more robust attestation mechanisms for TEEs in decentralized environments.
- •TEE Federation: Creating protocols for secure collaboration between different types of TEEs.
- •Side-Channel Resistance: Improving TEE security against side-channel attacks.
Zero-Knowledge Proofs
We're developing efficient ZK systems for verifiable computation and privacy-preserving applications. Our focus is on making ZK proofs more practical for real-world use cases.
Current Projects
- •Efficient ZK-SNARKs: Optimizing proof generation and verification for resource-constrained environments.
- •ZK-TEE Hybrid Systems: Combining the strengths of ZK proofs and TEEs for enhanced security and performance.
- •Privacy-Preserving Analytics: Enabling data analysis while protecting sensitive information.
Decentralized Infrastructure
We're designing robust, scalable infrastructure for the next generation of decentralized applications. Our focus is on creating systems that are both secure and performant.
Current Projects
- •Decentralized Compute Markets: Creating efficient markets for secure computation resources.
- •Resilient Consensus: Developing consensus mechanisms that remain secure under adverse conditions.
- •Scalable State Channels: Enhancing throughput for blockchain applications through optimized off-chain interactions.
Cross-Chain Interoperability
We're researching secure and efficient protocols for cross-chain communication and asset transfers. We're building bridges that maintain security guarantees across different blockchain ecosystems.
Current Projects
- •Secure Bridge Protocols: Developing trustless bridges between heterogeneous blockchains.
- •Cross-Chain Identity: Creating unified identity systems that work across multiple blockchains.
- •Atomic Cross-Chain Transactions: Ensuring transaction atomicity across different blockchain networks.
Publications
Our latest research papers and technical reports
Secure Multi-Party Computation in TEEs: Challenges and Opportunities
This paper explores how Trusted Execution Environments can enhance Multi-Party Computation protocols while addressing their limitations. We present a novel hybrid approach that combines the strengths of both technologies.
Optimizing Verifiable Computation for Blockchain Applications
This paper presents a novel approach to making verifiable computation more efficient for on-chain verification. We introduce optimizations that reduce gas costs by up to 60% compared to existing solutions.
Secure State Channels: Scaling Blockchain Interactions
This paper introduces a framework for secure, high-throughput off-chain interactions with strong security guarantees. Our approach leverages TEEs to ensure state integrity while minimizing on-chain transactions.