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cs.NI2026
Zero-Knowledge Remote Adversarial Attack against Wi-Fi-based Human Activity Recognition for Privacy Protection
Byungjun Kim, Amogh Panchagatti, Peter Gerstoft +2
The growing capability of Wi-Fi devices to identify human activities using channel state information (CSI) raises privacy concerns. To counter this threat, we propose GRAW, an adve…
cs.NI2024★ 1 cited
Deep Learning-based Modulation Classification of Practical OFDM Signals for Spectrum Sensing
Byungjun Kim, Christoph Mecklenbräuker, Peter Gerstoft
In this study, the modulation of symbols on OFDM subcarriers is classified for transmissions following Wi-Fi~6 and 5G downlink specifications. First, our approach estimates the OFD…