Why 2026 Web3 Security Needs AI Threat Intelligence
Web3 security requires AI-driven threat intelligence to detect vulnerabilities, social engineering attacks, and exploits at scale beyond human capability.
· Paul
Blog
Research, perspectives, and field notes on where security is heading.
Web3 security requires AI-driven threat intelligence to detect vulnerabilities, social engineering attacks, and exploits at scale beyond human capability.
· Paul
Low-fee networks enable attackers to rehearse exploits cheaply on mainnet, requiring detection systems optimized for behavioral patterns rather than impact thresholds.
· Paul
A practical guide addressing RWA security across contract correctness, data integrity, governance, eligibility enforcement, and off-chain processes.
· Paul
Guide to implementing zero trust IAM for Web3 protocols, covering authentication, least privilege, automated provisioning, and onchain role mapping.
· Paul (Spearbit)
European regulators warn that multi-issuer stablecoins pose systemic risks through governance failures and regulatory arbitrage, requiring stronger safeguards beyond reserve adequacy.
· Paul
Guide to running security attack simulations and using MDR to improve incident response capabilities.
· Paul
Framework for implementing zero trust IAM across cloud, CI, and onchain infrastructure for Web3 protocols
· Paul
Cantina expands security infrastructure beyond audits to include managed detection and response, reflecting how 2025's cyber threats shifted the industry's approach to continuous operational security.
· Paul
Regulators across the EU, UK, and US are converging on expectations for crypto businesses to demonstrate custody, disclosure, and operational controls with traditional financial rigor.
· Paul
DeFi protocols require integrated security approaches addressing both smart contract vulnerabilities and wallet key management across hot, warm, and cold storage layers.
· Paul (Spearbit)
Uniswap Labs advanced programmable liquidity infrastructure through v4 Hooks and Continuous Clearing Auctions while maintaining the largest DeFi bug bounty.
· Paul
Security framework for building DeFi on BNB Chain, emphasizing testing, monitoring, and governance adapted to high-throughput environments.
· Paul
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