{"data":{"id":"3f0b5f7d-1d1e-4ebb-9915-713d14d72479","title":"RFA-Tex: Range-Flexible Adaptive Physical Adversarial Texture Against Real-World Person Detectors","summary":"RFA-Tex is a physical adversarial texture that conceals a person from person detectors at long range. Existing textures only work within 5 m, because their fragile fine-grained structures deteriorate over distances beyond 15 m. The authors' detail-preserving generation framework and a new deterioration function suppress those structures and extend the attack range to 25–45 m in digital and physical experiments.","solution":"N/A -- no mitigation discussed in source.","labels":["security","research"],"sourceUrl":"http://ieeexplore.ieee.org/document/11603317","publishedAt":"2026-07-10T13:17:28.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"low","attackType":["model_evasion"],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-07-10T13:17:28.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"advanced","impactType":["integrity","safety"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.95,"researchCategory":"peer_reviewed","atlasIds":null}}