LowResearchPeer-reviewed
RFA-Tex: Range-Flexible Adaptive Physical Adversarial Texture Against Real-World Person Detectors
- Published
- Record updated
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.
Related items
- InfoEvaluating the robustness of explainable AI methods to adversarial attacks in intrusion and malware detectionSimilar attack · OpenAlex (peer-reviewed AI security)
- InfoRL-ATTACK: A Generalized Black-Box Adversarial Attack on Language Models via Reinforcement LearningSimilar attack · Arxiv (cs.CR + cs.CL + cs.LG)
- InfoEvaluating Parameter-Efficient Fine-Tuning Attacks Against Non-Transferable Learning DefensesSimilar attack · Elsevier Security Journals
- InfoEscalate or Close: How Fast-Tier Models Handle Held-Out Web Attack Families in Two-Tier TriageSimilar attack · Arxiv (cs.CR + cs.CL + cs.LG)
- InfoVIPA: View-Invariant Projector-Based Adversarial AttackSimilar attack · Arxiv (cs.RO + cs.CV security)