{"data":{"id":"afff1a73-5c33-4f2e-9905-ea143d3896b5","title":"Beyond Patterns: A Bayesian Intent Lattice for Metamorphic Malware Detection","summary":"This research paper proposes a new detection method using a Bayesian Intent Lattice to identify metamorphic malware (malware that changes its code structure to avoid detection while keeping the same harmful behavior). The approach aims to improve security by recognizing malware based on its underlying intent rather than just looking for known patterns.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S0167404826002683?dgcid=rss_sd_all","publishedAt":"2026-08-01T18:01:57.116Z","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":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":"peer_reviewed","atlasIds":null}}