Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning

22 July 2021

Papers citing "Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning"

7 / 7 papers shown

Title
Exploiting and Securing ML Solutions in Near-RT RIC: A Perspective of an xApp Thusitha Dayaratne Viet Vo Shangqi Lai Sharif Abuadbba Blake Haydon Hajime Suzuki Xingliang Yuan Carsten Rudolph 26 2 0 18 Jun 2024
Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain Vesal Ahsani Alireza Rahimi Mehdi Letafati B. Khalaj 36 15 0 01 Jan 2023
Jamming Attacks on Federated Learning in Wireless Networks Yi Shi Y. Sagduyu 16 10 0 13 Jan 2022
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications Brian Kim Yi Shi Y. Sagduyu T. Erpek S. Ulukus AAML 19 27 0 16 Sep 2021
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 40 53 0 01 Feb 2021
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 196 358 0 24 Mar 2020
Over-the-Air Adversarial Attacks on Deep Learning Based Modulation Classifier over Wireless Channels Brian Kim Y. Sagduyu Kemal Davaslioglu T. Erpek S. Ulukus AAML 46 68 0 05 Feb 2020