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PrivateSNN: Privacy-Preserving Spiking Neural Networks
v1v2v3 (latest)

PrivateSNN: Privacy-Preserving Spiking Neural Networks

AAAI Conference on Artificial Intelligence (AAAI), 2021
7 April 2021
Youngeun Kim
Yeshwanth Venkatesha
Priyadarshini Panda
ArXiv (abs)PDFHTML

Papers citing "PrivateSNN: Privacy-Preserving Spiking Neural Networks"

11 / 11 papers shown
Privacy in Federated Learning with Spiking Neural Networks
Privacy in Federated Learning with Spiking Neural Networks
Dogukan Aksu
Jesus Martinez del Rincon
Ihsen Alouani
AAMLFedML
707
0
0
26 Nov 2025
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels
Ayana Moshruba
Shay Snyder
Hamed Poursiami
Maryam Parsa
AAML
341
6
0
25 Feb 2025
On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis
On the Privacy Risks of Spiking Neural Networks: A Membership Inference AnalysisConference on Uncertainty in Artificial Intelligence (UAI), 2025
Junyi Guan
Abhijith Sharma
Chong Tian
Salem Lahlou
AAML
526
2
0
18 Feb 2025
Embodied Neuromorphic Artificial Intelligence for Robotics:
  Perspectives, Challenges, and Research Development Stack
Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development StackInternational Conference on Control, Automation, Robotics and Vision (ICARCV), 2024
Rachmad Vidya Wicaksana Putra
Alberto Marchisio
F. Zayer
Jorge Dias
Mohamed Bennai
313
21
0
04 Apr 2024
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic
  Architectures against Model Inversion Attacks
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks
Hamed Poursiami
Ihsen Alouani
Maryam Parsa
AAML
285
7
0
01 Feb 2024
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking
  Neural networks: from Algorithms to Technology
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to TechnologyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Souvik Kundu
Rui-jie Zhu
Akhilesh R. Jaiswal
Peter A. Beerel
298
8
0
02 Dec 2023
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks
F. Nikfam
Raffaele Casaburi
Alberto Marchisio
Maurizio Martina
Mohamed Bennai
361
8
0
10 Aug 2023
Wearable-based Human Activity Recognition with Spatio-Temporal Spiking
  Neural Networks
Wearable-based Human Activity Recognition with Spatio-Temporal Spiking Neural Networks
Yuhang Li
Ruokai Yin
Hyoungseob Park
Youngeun Kim
Priyadarshini Panda
193
17
0
14 Nov 2022
Attacking the Spike: On the Transferability and Security of Spiking Neural Networks to Adversarial Examples
Attacking the Spike: On the Transferability and Security of Spiking Neural Networks to Adversarial ExamplesNeurocomputing (Neurocomputing), 2022
Nuo Xu
Kaleel Mahmood
Haowen Fang
Ethan Rathbun
Caiwen Ding
Wujie Wen
AAML
508
17
0
07 Sep 2022
Exploring Lottery Ticket Hypothesis in Spiking Neural Networks
Exploring Lottery Ticket Hypothesis in Spiking Neural NetworksEuropean Conference on Computer Vision (ECCV), 2022
Youngeun Kim
Yuhang Li
Hyoungseob Park
Yeshwanth Venkatesha
Ruokai Yin
Priyadarshini Panda
419
57
0
04 Jul 2022
S$^3$NN: Time Step Reduction of Spiking Surrogate Gradients for Training
  Energy Efficient Single-Step Spiking Neural Networks
S3^33NN: Time Step Reduction of Spiking Surrogate Gradients for Training Energy Efficient Single-Step Spiking Neural NetworksNeural Networks (NN), 2022
Kazuma Suetake
Shin-ichi Ikegawa
Ryuji Saiin
Yoshihide Sawada
299
4
0
26 Jan 2022
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