Ningfei Wang
3 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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The Questioner
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Research topics
Keywords
adversarial attack
(2)
autonomous driving
(2)
text-to-image generation
(1)
diffusion model
(1)
deep neural network
(1)
evasion attack
(1)
adversarial example
(1)
robust feature
(1)
physical adversarial attack
(1)
denoising probabilistic model
(1)
perception latency
(1)
camera perception
(1)
model-agnostic attack
(1)
perception security
(1)
denoising probabilistic diffusion
(1)
image generation
(1)
natural denoising diffusion
(1)
model robustness
(1)
Papers
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models
CVPR 2024
SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples
AAAI 2024
Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack
ICCV 2023