無線チャネル検出

SoK: Secure Human-centered Wireless Sensing

Authors: Wei Sun, Tingjun Chen, Neil Gong | Published: 2022-11-22 | Updated: 2024-03-09
プライバシー保護手法
信号解析
無線チャネル検出

Towards an AI-Driven Universal Anti-Jamming Solution with Convolutional Interference Cancellation Network

Authors: Hai N. Nguyen, Guevara Noubir | Published: 2022-03-18
パフォーマンス評価
無線チャネル検出
通信モデル

On the Use of CSI for the Generation of RF Fingerprints and Secret Keys

Authors: Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti | Published: 2021-10-28
フィンガープリンティング手法
仮説検定
無線チャネル検出

Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond

Authors: Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus | Published: 2021-03-25
敵対的サンプルの脆弱性
最適化手法
無線チャネル検出

Evaluating Adversarial Evasion Attacks in the Context of Wireless Communications

Authors: Bryse Flowers, R. Michael Buehrer, William C. Headley | Published: 2019-03-01
敵対的学習
敵対的摂動手法
無線チャネル検出

The Best Defense Is a Good Offense: Adversarial Attacks to Avoid Modulation Detection

Authors: Muhammad Zaid Hameed, Andras Gyorgy, Deniz Gunduz | Published: 2019-02-27 | Updated: 2020-04-07
敵対的サンプル
敵対的学習
無線チャネル検出