SHEATH: Defending Horizontal Collaboration for Distributed CNNs Against Adversarial Noise Article

Asif, Muneeba, Kazmi, Mohammad Kumail, Rahman, Mohammad Ashiqur et al. (2025). SHEATH: Defending Horizontal Collaboration for Distributed CNNs Against Adversarial Noise . IEEE Transactions on Information Forensics and Security, 20 4353-4368. 10.1109/TIFS.2025.3556349

cited authors

  • Asif, Muneeba; Kazmi, Mohammad Kumail; Rahman, Mohammad Ashiqur; Hasan, Syed Rafay; Homsi, Soamar

sustainable development goals

authors

publication date

  • January 1, 2025

published in

keywords

  • Collaboration
  • Computational modeling
  • Computer Science
  • Computer Science, Theory & Methods
  • Convolutional neural networks
  • Data models
  • Edge computing
  • Engineering
  • Engineering, Electrical & Electronic
  • INFERENCE
  • INTELLIGENCE
  • INTERNET
  • Image edge detection
  • Internet of Things
  • Noise
  • Privacy
  • Science & Technology
  • Secure horizontal collaboration
  • Security
  • Technology
  • adversarial noise detection
  • decentralized CNNs

Digital Object Identifier (DOI)

start page

  • 4353

end page

  • 4368

volume

  • 20