Adversarial & AI Security.

AI security, MCP server reviews, and red-team write-ups across smart contracts, dApps, and Web2 infrastructure.

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Supply Chain Attacks in Web3 — From NPM to Protocol Exploits
Adversarial & AI SecurityMay 6, 2026·12 min

Supply Chain Attacks in Web3 — From NPM to Protocol Exploits

Complete guide to Web3 supply chain attacks with 5 vectors, real incidents, and actionable checklist.

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Why AI security needs pentesting, red teaming, and audits together
Adversarial & AI SecurityApr 7, 2026·20 min

Why AI security needs pentesting, red teaming, and audits together

Pentesting finds bugs, red teaming tests defenses, audits prove compliance. Learn why AI security demands all three integrated into one TEVV lifecycle.

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AI trading bot security: 5 critical attack vectors in DeFi
Adversarial & AI SecurityMar 30, 2026·21 min

AI trading bot security: 5 critical attack vectors in DeFi

Five systemic vectors targeting AI trading bots — adversarial ML, data poisoning, prompt injection, API exploits, supply chain compromise — with strategic mitigation.

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When AI controls DeFi vaults, prompt injection becomes remote code execution
Adversarial & AI SecurityMar 25, 2026·16 min

When AI controls DeFi vaults, prompt injection becomes remote code execution

How prompt injection drains AI-controlled DeFi vaults. Freysa and AiXBT exploits analyzed, EVMbench data, and defense architecture for autonomous agents.

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The Weakest Link in DeFi Isn't the Smart Contract — It's the Web App
Adversarial & AI SecurityFeb 28, 2026·15 min

The Weakest Link in DeFi Isn't the Smart Contract — It's the Web App

DNS hijacks, supply chain attacks, and UI social engineering bypass smart contract security entirely. Learn how attackers exploit web apps to drain DeFi protocols and how to stop them.

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When Web2 Infrastructure Breaks DeFi: The Hidden Attack Surface
Adversarial & AI SecurityFeb 16, 2026·13 min

When Web2 Infrastructure Breaks DeFi: The Hidden Attack Surface

DeFi's biggest hacks didn't start in Solidity. DNS hijacking, UI injection, and cloud misconfigurations have drained billions. Learn how Web2 infrastructure failures become on-chain exploits and what your team can do to prevent them.

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Why AI Red Teaming Is No Longer Optional in Today's Security Landscape
Adversarial & AI SecurityFeb 15, 2026·9 min

Why AI Red Teaming Is No Longer Optional in Today's Security Landscape

AI systems are now business-critical infrastructure making decisions, triggering actions, and interacting with sensitive data at scale. Traditional security testing approaches are failing to address this expanded attack surface. Learn why AI red teaming has become essential.

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OpenClaw Security Guide: Prompt Injection, Malicious Skills, Hardening
Adversarial & AI SecurityJan 31, 2026·19 min

OpenClaw Security Guide: Prompt Injection, Malicious Skills, Hardening

OpenClaw security guide for teams deploying personal AI agents. Learn the top risks, prompt injection, malicious skills, exposed admin panels, and the hardening checklist that prevents agent compromise.

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Linear Algebra & Calculus Attack Vectors in Large Language Models
Adversarial & AI SecurityNov 29, 2025·16 min

Linear Algebra & Calculus Attack Vectors in Large Language Models

Discover how linear algebra, calculus, probability theory, and statistics create security vulnerabilities in AI systems. Learn the mathematical foundations hackers exploit to jailbreak LLMs and compromise AI models.

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Why TypeScript Audits Are Critical for Web3 Security & DeFi dApp Protection
Adversarial & AI SecuritySep 10, 2025·5 min

Why TypeScript Audits Are Critical for Web3 Security & DeFi dApp Protection

Smart contract audits miss dApp-layer bugs. Zealynx TypeScript audits cover frontend logic, API endpoints, and wallet flows — the layer most firms ignore.

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Why AI Penetration Testing Is Now Critical in Web3 Security
Adversarial & AI SecurityJun 6, 2025·7 min

Why AI Penetration Testing Is Now Critical in Web3 Security

AI is already integrated into DAOs, dApps, and smart contracts. Find out why AI red teaming is the next frontier in Web3 cybersecurity and compliance.

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