{"data":{"id":"3855fadb-408b-4481-a2a6-ec3d17ff8dad","title":"Living Off the LLM: How LLMs Will Change Adversary Tactics","summary":"Living-off-the-land (LOTL) attacks use legitimate tools already built into a system to avoid being detected by security software. The article examines how attackers could use on-device large language models (AI systems running locally on a user's computer rather than in the cloud) as part of these attacks, though it does not detail specific attack methods or provide concrete defenses.","solution":"N/A -- no mitigation discussed in source.","labels":["security","safety"],"sourceUrl":"http://ieeexplore.ieee.org/document/11417765","publishedAt":"2026-03-02T13:18:54.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["other"],"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":"2026-03-02T13:18:54.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity","availability"],"aiComponentTargeted":"inference","llmSpecific":true,"classifierConfidence":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}