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IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device
  Identification
v1v2 (latest)

IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification

International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2021
10 January 2022
Tao Hou
Tao Wang
Zhuo Lu
Yao-Hong Liu
Y. Sagduyu
ArXiv (abs)PDFHTML

Papers citing "IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification"

4 / 4 papers shown
A Comprehensive Survey on Smart Home IoT Fingerprinting: From Detection to Prevention and Practical Deployment
A Comprehensive Survey on Smart Home IoT Fingerprinting: From Detection to Prevention and Practical Deployment
Eduardo Baena
Han Yang
Dimitrios Koutsonikolas
Israat Haque
153
0
0
09 Oct 2025
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for
  NextG Spectrum Sharing
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum SharingIEEE Military Communications Conference (MILCOM), 2022
Yi Shi
Y. Sagduyu
214
1
0
27 Dec 2022
Jamming Attacks on Federated Learning in Wireless Networks
Jamming Attacks on Federated Learning in Wireless Networks
Yi Shi
Y. Sagduyu
256
15
0
13 Jan 2022
Membership Inference Attack and Defense for Wireless Signal Classifiers
  with Deep Learning
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep LearningIEEE Transactions on Mobile Computing (IEEE TMC), 2021
Yi Shi
Y. Sagduyu
206
25
0
22 Jul 2021
1
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