Communication Model

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

Authors: Tao Hou, Tao Wang, Zhuo Lu, Yao Liu, Yalin Sagduyu | Published: 2022-01-10 | Updated: 2023-12-16
Fingerprinting Method
Multi-Class Classification
Communication Model

MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning

Authors: Ajith Suresh | Published: 2021-12-26
Algorithm Design
Membership Inference
Communication Model

Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT

Authors: Alireza Nooraiepour, Waheed U. Bajwa, Narayan B. Mandayam | Published: 2019-08-01 | Updated: 2020-07-04
Adversarial Learning
Physical layer security
Communication Model

Statistical Inference Attack Against PHY-layer Key Extraction and Countermeasures

Authors: Rui Zhu, Tao Shu, Huirong Fu | Published: 2018-09-29
Security of Signal Transmission
Adversarial Attack Methods
Communication Model