Beyond Static Analysis: Building Adaptive Security Intelligence for Polkadot Ecosystem

12hrs 28mins ago
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9,900DOT
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10DOT
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217.29KDOT
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6DOT
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1.58BDOT
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✅ Why Vote YES
• Proactive, intelligent security: The platform learns from every new scam and adapts its detection models continuously—far beyond rule-based tools.
• Real-time threat monitoring: Detects malicious behavior as it happens—across runtime pallets, smart contracts, OpenGov, and cross-chain interactions.
• Accessible to everyone: Simple web interface requires no technical skills; users just paste an address for instant threat assessment.
• Polkadot-specific focus: Tailored analysis for ink! contracts, XCMP/HRMP messaging, staking/governance pallets, and OpenGov manipulation risks.
• Proven effectiveness: Already scanned 12,000+ contracts, prevented $5.7M+ in losses, and identified 2,800+ scams with 98.5% accuracy.
• Fills critical gaps: Goes beyond existing tools like Scout and ink! Analyzer by incorporating social signals, behavior patterns, and multi-chain context.
• Low cost, high impact: Only 9,900 DOT for full delivery in 7 weeks—well-scoped across 3 clear development phases.
• Reinforces Polkadot’s position as a security-conscious and innovation-driven Web3 ecosystem.

❌ Why Vote NO
• Single-team project: No open competition or collaboration—concentrates trust in one team.
• Unclear long-term governance: Who maintains, audits, or evolves the tool beyond this 7-week sprint?
• Privacy concerns: Behavioral analysis and social signal mining may raise ethical concerns around user tracking and algorithmic bias.
• Partial redundancy risk: Some upcoming improvements to ink! tooling and OpenGov monitoring may overlap with this system’s functions.

🎯 A focused and high-impact initiative that could elevate Polkadot’s security leadership—though some voters may prefer broader collaboration or stronger guarantees for long-term stewardship.

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