{"data":{"id":"20cd30e5-3df6-464b-9361-d85a96a148ec","title":"Authentication With Passports for Deep RF Sensing Model Protection","summary":"```json\n{\n  \"summary\": \"This paper introduces AuthRF, a security system that protects RF sensing models (AI systems that interpret radio frequency signals from WiFi or radar) by using user-specific digital \"passports\" embedded in the signal processing pipeline. Valid passports allow the model to work correctly, while invalid or fake ones distort the signal and degrade performance, preventing unauthorized use. The approach is designed to be proactive and work during runtime, addressing limitation","solution":"N/A — no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"http://ieeexplore.ieee.org/document/11482621","publishedAt":"2026-04-16T13:17:03.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_theft"],"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":"2026-04-16T13:17:03.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["integrity","confidentiality"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.82,"researchCategory":"peer_reviewed","atlasIds":null}}