- Buy Crypto
- Markets
Futures- Spot
- Copy Trade
- Earn
- More
MetaTrust Labs, AgentLayer, and top academic institutions collaborate on research, receiving a prestigious academic conference award for pioneering breakthroughs in AI-enhanced smart contract security
Source: AgentLayer
San Diego, California - February 27, 2025 - The 32nd Network and Distributed System Security Symposium (NDSS 2025) has awarded its prestigious "Distinguished Paper Award" to the paper titled "PropertyGPT: LLM-Driven Smart Contract Formal Verification via Retrieval-Enhanced Property Generation." This groundbreaking research, conducted in collaboration between MetaTrust Labs and AgentLayer researchers and top academic institutions, introduces an innovative approach that utilizes a large language model (LLM) to automate and enhance the formal verification process.
PropertyGPT addresses a key gap in blockchain security by automatically creating comprehensive verification properties—an area that was previously a manual, expert-driven process. This technology has been successfully deployed through AgentLayer's decentralized AI network, marking a significant advancement in smart contract security practices.
"PropertyGPT not only addresses the efficiency bottlenecks of traditional formal verification but also achieves scalable applications through AgentLayer's distributed architecture," said Professor Liu Yang, Executive Director of the Nanyang Technological University Cyber Security Research Center in Singapore and co-founder of AgentLayer. "Our approach demonstrates that LLMs can significantly enhance the formal verification process, making it more accessible and comprehensive."
Technical Innovation and Impact
PropertyGPT leverages the contextual learning capabilities of state-of-the-art LLMs to transfer the knowledge of existing manually authored properties to custom security specifications generated for new smart contract code. The system incorporates various cutting-edge technologies:
- Retrieval-Enhanced Generation, combining LLM's semantic understanding with historical vulnerability data retrieval through a vector database
- Compiler and Static Analysis Feedback Loop to iteratively improve property quality
- Multi-dimensional Similarity Assessment for property ranking and selection
- Custom Prover for formal verification of properties
In extensive testing, PropertyGPT achieved an impressive 80% recall rate compared to expert-generated properties. The system successfully identified 26 known vulnerabilities out of 37 test cases and discovered 12 previously unknown security flaws, earning a $8,256 bug bounty reward.
AgentLayer Integration and Industry Impact
AgentLayer has integrated its proprietary AI Agent with PropertyGPT to optimize the automated verification process of smart contracts. Experiments have shown that this tool enhances vulnerability detection efficiency of complex contracts by 40% in DeFi and Web3 scenarios.
The NDSS Review Committee has praised this achievement as providing a "practically implementable paradigm upgrade for smart contract security."
Strategic Partnerships
The collaboration between MetaTrust Labs and AgentLayer represents a significant commitment to enhancing blockchain security through advanced AI technology. Future plans include:
- Launching cutting-edge AI products that combine MetaTrust Labs' expertise in smart contract security with AgentLayer's innovation in AI technology
- Developing specialized AI Agents for blockchain application development
- Building a more robust decentralized AI ecosystem
About the NDSS Symposium
Hosted by the Internet Society for over 30 years, the NDSS Symposium has evolved into one of the world's premier security conferences. Originally focused on network and distributed system security, the conference brings together hundreds of security educators, researchers, and practitioners from around the globe to advance the development of practical security technologies.
About the Research Team
The collaborative team includes researchers from MetaTrust Labs, AgentLayer, Singapore Management University, Hong Kong University of Science and Technology, and Nanyang Technological University: Ye Liu (SMU, AgentLayer), Yue Xue (MetaTrust Labs), Daoyuan Wu (HKUST, AgentLayer), Yuqiang Sun (NTU), Yi Li (NTU), Miaolei Shi (MetaTrust Labs), and Yang Liu (NTU, AgentLayer).
About MetaTrust Labs
MetaTrust Labs is a leading Web3 security platform that offers AI-driven solutions to blockchain developers. Born at Nanyang Technological University in Singapore, it provides tools for automated security scanning, smart contract auditing, and simplified security management. MetaTrust Labs is shaping the future of secure Web3 infrastructure.
About AgentLayer
AgentLayer is pioneering the future of decentralized AI with the launch of the world's first blockchain network designed for autonomous AI Agents. By seamlessly integrating cutting-edge AI capabilities with blockchain technology, AgentLayer enables developers and enterprises to massively build, deploy, and trade intelligent Agents.
You may also like
Business Opportunities of Tokenized Stocks
In-depth research report on the Resolv protocol hacking incident, who is the final payer?
Crypto Market Sees Large Liquidations: $272 Million in Long Positions Affected
Key Takeaways In the last 24 hours, $272 million worth of contracts were liquidated across the entire crypto…
Whale Increases BTC Shorts and Bets on Crude Oil: A Strategic Crypto Move
Key Takeaways A prominent whale, known as “UnRektCapital,” has strategically escalated its short position in Bitcoin while simultaneously…
Hackers in Brazil Use Fake Google Play Store to Steal Cryptocurrency
Key Takeaways Hackers in Brazil are exploiting fake Google Play Store pages to spread Android malware. Infected devices…
Exchanging 200,000 for nearly 100 million, DeFi stablecoins face another attack
The underlying business agreement of the trillion-dollar Agent economy: Understanding ERC-8183, it's not just about payments, but the future
When Wall Street's ETH begins to "yield": Looking at the asset properties of Ethereum from BlackRock's ETHB
The Power of Agency: The Agentic Wallet and the Next Decade of Wallets
Understanding x402 and MPP in One Article: Two Routes for Agent Payments
Particle Founder: The entrepreneurial insights I have gained the most from in the past year
Huang Renxun's latest podcast transcript: The future of Nvidia, the development of embodied intelligence and agents, the explosion of inference demand, and the public relations crisis of artificial intelligence
OKX Ventures Research Report: AI Agent Economic Infrastructure Research Report (Part 1)
The migration of settlement rights: B18 and the institutional starting point of on-chain banks
From Tencent and Circle: Looking at the Simple and Difficult Questions of Investment
The second half of stablecoins no longer belongs to the crypto circle
Cursor "Shell" Kimi Controversy Reversed: From Copyright Infringement Allegations to Authorized Collaboration, China's Open Source Model Once Again Becomes a Global AI Foundation
The Real Reason Tokens Don't Sell: 90% of Crypto Projects Overlook Investor Relations
Business Opportunities of Tokenized Stocks
In-depth research report on the Resolv protocol hacking incident, who is the final payer?
Crypto Market Sees Large Liquidations: $272 Million in Long Positions Affected
Key Takeaways In the last 24 hours, $272 million worth of contracts were liquidated across the entire crypto…
Whale Increases BTC Shorts and Bets on Crude Oil: A Strategic Crypto Move
Key Takeaways A prominent whale, known as “UnRektCapital,” has strategically escalated its short position in Bitcoin while simultaneously…
Hackers in Brazil Use Fake Google Play Store to Steal Cryptocurrency
Key Takeaways Hackers in Brazil are exploiting fake Google Play Store pages to spread Android malware. Infected devices…
App