Qinlin He
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126
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Vision×1
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2026
Scratched Lenses, Shifted Depth: Passive Camera-Side Optical Attacks
This paper identifies and explores a new type of physical adversarial attack on vision systems called Scratch-induced Lens Adversarial Streak Hijacking (SLASH), which causes persistent and selective optical artifacts through small scratches on camera lenses or protective covers.
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Papers
cs.CVEmpiricalRecentJun 12, 2026
Scratched Lenses, Shifted Depth: Passive Camera-Side Optical Attacks
Qinlin He, Zeming Zhuang, Yongji Wu, Lan Zhang +2 more
This paper identifies and explores a new type of physical adversarial attack on vision systems called Scratch-induced Lens Adversarial Streak Hijacking (SLASH), which causes persistent and selective o…
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