When Attackers Meet AI: Learning-empowered Attacks in Cooperative
Spectrum Sensing

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When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing

4 May 2019

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Papers citing "When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing"

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Title
Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics Wenwei Zhao Xiaowen Li Shangqing Zhao Jie Xu Yao-Hong Liu Zhuo Lu AAML 49 1 0 14 Feb 2024
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution Y. Sagduyu T. Erpek Yi Shi AAML 67 2 0 28 Dec 2023
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery Jinyin Chen Jie Ge Shilian Zheng Linhui Ye Haibin Zheng Weiguo Shen Keqiang Yue Xiaoniu Yang AAML 49 2 0 17 Aug 2023
Adversarial Machine Learning and Defense Game for NextG Signal Classification with Deep Learning Y. Sagduyu AAML 50 2 0 22 Dec 2022
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples Giovanni Apruzzese Rodion Vladimirov A.T. Tastemirova Pavel Laskov AAML 100 16 0 04 Jul 2022
SecureSense: Defending Adversarial Attack for Secure Device-Free Human Activity Recognition Jianfei Yang Han Zou Lihua Xie AAML HAI 86 20 0 04 Apr 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 65 34 0 09 Mar 2022
Jamming Attacks on Federated Learning in Wireless Networks Yi Shi Y. Sagduyu 93 12 0 13 Jan 2022
When Machine Learning Meets Spectrum Sharing Security: Methodologies and Challenges Qun Wang Haijian Sun R. Hu Arupjyoti Bhuyan 81 24 0 12 Jan 2022
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications Brian Kim Yi Shi Y. Sagduyu T. Erpek S. Ulukus AAML 83 27 0 16 Sep 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning Yi Shi Y. Sagduyu 78 17 0 22 Jul 2021
Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond Brian Kim Y. Sagduyu T. Erpek S. Ulukus AAML 78 23 0 25 Mar 2021
Adversarial Machine Learning for 5G Communications Security Y. Sagduyu T. Erpek Yi Shi AAML 85 43 0 07 Jan 2021
How to Make 5G Communications "Invisible": Adversarial Machine Learning for Wireless Privacy Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 51 29 0 15 May 2020
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifiers Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 89 119 0 11 May 2020
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions Y. Sagduyu Yi Shi T. Erpek William C. Headley Bryse Flowers G. Stantchev Zhuo Lu AAML 73 39 0 24 Jan 2020