A. K. Qin
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
Top co-authors
Research topics
Keywords
physical-world attack
(2)
deep neural network
(2)
adversarial example
(2)
adversarial robustness
(2)
adversarial attack
(2)
client data
(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
AdvDrop: Adversarial Attack to DNNs by Dropping Information
ICCV 2021
Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink
CVPR 2021
Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles
CVPR 2020