StAIn: Stealthy Avenues of Attacks on Horizontally Collaborated Convolutional Neural Network Inference and Their Mitigation

StAIn: Stealthy Avenues of Attacks on Horizontally Collaborated Convolutional Neural Network Inference and Their Mitigation

With significant potential improvement in device-to-device (D2D) communication due to improved wireless link capacity (e.g., 5G and NextG systems), a collaboration of multiple edge devices (called horizontal collaboration (HC)) is becoming a reality for real-time Edge Intelligence (EI). The distribu...

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Bibliographic Details
Main Authors: Adewale A. Adeyemo, Jonathan J. Sanderson, Tolulope A. Odetola, Faiq Khalid, Syed Rafay Hasan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Horizontal collaboration
convolutional neural network
machine learning security
adversarial machine learning
deep learning
edge intelligence
Online Access:https://ieeexplore.ieee.org/document/10032539/

Internet

https://ieeexplore.ieee.org/document/10032539/

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