{"data":{"id":"3a7b8df7-cd4c-4c2c-8881-bba096fdacbf","title":"HKT-SmartAudit: Distilling Lightweight Models for Smart Contract Auditing","summary":"HKT-SmartAudit is a framework that creates smaller, faster AI models specifically trained to find bugs in smart contracts (self-executing code on blockchain networks). The framework uses knowledge distillation (a technique where a large, accurate AI model teaches a smaller model by sharing what it has learned), allowing these lightweight models to detect vulnerabilities effectively while using far less computing power than larger models.","solution":"N/A -- no mitigation discussed in source.","labels":["research"],"sourceUrl":"http://ieeexplore.ieee.org/document/11480205","publishedAt":"2026-04-13T13:17:12.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-04-13T13:17:12.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"model","llmSpecific":true,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}