Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification

Mahmoud Nazzal; Nura Aljaafari; Ahmed Sawalmeh; Abdallah Khreishah; Muhammad Anan; Abdulelah Algosaibi; Mohammed Alnaeem; Adel Aldalbahi; Abdulaziz Alhumam; Conrado P Vizcarra; Shadan Alhamed

doi:10.48550/arXiv.2310.06855

Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification

Mahmoud Nazzal, Nura Aljaafari, Ahmed Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P Vizcarra, Shadan Alhamed

Department of Computer Science

Research output: Preprint/Working paper › Preprint

Original language	English
Publisher	Cornell University
DOIs	https://doi.org/10.48550/arXiv.2310.06855
Publication status	Published - 27 Sept 2023

Publication series

Name	arXiv
No.	2310.06855v1

Access to Document

10.48550/arXiv.2310.06855

Cite this

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title = "Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification",

author = "Mahmoud Nazzal and Nura Aljaafari and Ahmed Sawalmeh and Abdallah Khreishah and Muhammad Anan and Abdulelah Algosaibi and Mohammed Alnaeem and Adel Aldalbahi and Abdulaziz Alhumam and Vizcarra, {Conrado P} and Shadan Alhamed",

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month = sep,

day = "27",

doi = "10.48550/arXiv.2310.06855",

language = "English",

series = "arXiv",

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T1 - Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification

AU - Nazzal, Mahmoud

AU - Aljaafari, Nura

AU - Sawalmeh, Ahmed

AU - Khreishah, Abdallah

AU - Anan, Muhammad

AU - Algosaibi, Abdulelah

AU - Alnaeem, Mohammed

AU - Aldalbahi, Adel

AU - Alhumam, Abdulaziz

AU - Vizcarra, Conrado P

AU - Alhamed, Shadan

PY - 2023/9/27

Y1 - 2023/9/27

U2 - 10.48550/arXiv.2310.06855

DO - 10.48550/arXiv.2310.06855

M3 - Preprint

T3 - arXiv

BT - Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification

PB - Cornell University

ER -