A. K. Qin
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
Conferences
CVPR (2)
AAAI (1)
ICCV (1)
Top co-authors
Keywords
physical-world attack
(2)
deep neural network
(2)
adversarial example
(2)
adversarial robustness
(2)
adversarial attack
(2)
client datum
(1)
personalized federated learning
(1)
neural network attack
(1)
physical attack
(1)
neural network
(1)
resource-constrained device
(1)
stochastic parameter update
(1)
federated dropout
(1)
laser beam
(1)
image classification
(1)
information dropping
(1)
style transfer
(1)
prediction error
(1)
edge device
(1)
neural network robustness
(1)
Papers
FedSPU: Personalized Federated Learning for Resource-Constrained Devices with Stochastic Parameter Update
AAAI 2025
Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink
CVPR 2021
AdvDrop: Adversarial Attack to DNNs by Dropping Information
ICCV 2021
Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles
CVPR 2020