Donna O'Shea

About Donna O'Shea

Donna O'Shea, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at Cork Institute of Technology,

His recent articles reflect a diverse array of research interests and contributions to the field:

Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation

Telecommunications infrastructure generation and provisioning for transport networks

A comparative analysis of proactive and reactive methods for privacy-aware interleaved DNN offloading

Leveraging Gametic Heredity in Oversampling Techniques to Handle Class Imbalance for Efficient Cyberthreat Detection in IIoT

Analysis of communication overheads for DNN inference offloading techniques in homogeneous edge networks

Zero-Day Guardian: A Dual Model Enabled Federated Learning Framework for Handling Zero-Day Attacks in 5G Enabled IIoT

FedTIU: Securing virtualized PLCs against DDoS attacks using a federated learning enabled threat intelligence unit

E-DPNCT: an enhanced attack resilient differential privacy model for smart grids using split noise cancellation

Donna O'Shea Information

University

Position

Chair of Cyber Security at Ireland

Citations(all)

681

Citations(since 2020)

557

Cited By

178

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Top articles of Donna O'Shea

Title

Journal

Author(s)

Publication Date

Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation

IEEE Open Journal of the Computer Society

Urja Pawar

Donna O'Shea

Ruairi O'Reilly

Maebh Costello

Christian Beder

2024/4/18

Telecommunications infrastructure generation and provisioning for transport networks

2024/2/1

A comparative analysis of proactive and reactive methods for privacy-aware interleaved DNN offloading

Computer Networks

Jamie Cotter

Ignacio Castiñeiras

Donna O’Shea

Victor Cionca

2023/11/1

Leveraging Gametic Heredity in Oversampling Techniques to Handle Class Imbalance for Efficient Cyberthreat Detection in IIoT

IEEE Transactions on Consumer Electronics

Priyanka Verma

John G Breslin

Donna O’Shea

Nakul Mehta

Nitesh Bharot

...

2023/9/26

Analysis of communication overheads for DNN inference offloading techniques in homogeneous edge networks

Jamie Cotter

Ignacio Castiñeiras

Donna O’Shea

Victor Cionca

2023/9/5

Zero-Day Guardian: A Dual Model Enabled Federated Learning Framework for Handling Zero-Day Attacks in 5G Enabled IIoT

IEEE Transactions on Consumer Electronics

Priyanka Verma

Nitesh Bharot

John G Breslin

Donna O’Shea

Ankit Vidyarthi

...

2023/11/28

FedTIU: Securing virtualized PLCs against DDoS attacks using a federated learning enabled threat intelligence unit

Priyanka Verma

Miguel Ponce De Leon

John G Breslin

Donna O’Shea

2023/6/26

E-DPNCT: an enhanced attack resilient differential privacy model for smart grids using split noise cancellation

Scientific Reports

Khadija Hafeez

Donna O’Shea

Thomas Newe

Mubashir Husain Rehmani

2023/11/9

SECAP switch—Defeating topology poisoning attacks using P4 data planes

Journal of Network and Systems Management

Dylan Smyth

Sandra Scott-Hayward

Victor Cionca

Sean McSweeney

Donna O’Shea

2023/1

PerCFed: An Effective Personalized Clustered Federated Learning Mechanism to Handle non-IID Challenges for Industry 4.0

Priyanka Verma

John G Breslin

Donna O’Shea

2023/11/1

Blockchain-based digital twins collaboration for smart pandemic alerting: decentralized COVID-19 pandemic alerting use case

Computational Intelligence and Neuroscience

Radhya Sahal

Saeed H Alsamhi

Kenneth N Brown

Donna O’Shea

Bader Alouffi

2022/1/13

A stacked ensemble method with adaptive attribute selection to detect ddos attack in cloud-assisted wban

Priyanka Verma

John G Breslin

Donna O’Shea

RK Pateriya

2022/12/21

Fldid: Federated learning enabled deep intrusion detection in smart manufacturing industries

Sensors

Priyanka Verma

John G Breslin

Donna O’Shea

2022/11/19

A study of network intrusion detection systems using artificial intelligence/machine learning

Patrick Vanin

Thomas Newe

Lubna Luxmi Dhirani

Eoin O’Connell

Donna O’Shea

...

2022/11/18

Sensor Network Environments: A Review of the Attacks and Trust Management Models for Securing Them

Kealan Mannix

Aengus Gorey

Donna O’Shea

Thomas Newe

2022/8/8

Research Article Blockchain-Based Digital Twins Collaboration for Smart Pandemic Alerting: Decentralized COVID-19 Pandemic Alerting Use Case

Radhya Sahal

Saeed H Alsamhi

Kenneth N Brown

Donna O’Shea

Bader Alouffi

2022

DPNCT: A Differential Private Noise Cancellation Scheme for Load Monitoring and Billing for Smart Meters

M. H. Rehmani and D. O’Shea K. Hafeez

2021/6

Generating synthetic 5G infrastructures with Infra5ynth

Victor Cionca

Donna O'Shea

Hemanth K Pannem

Akshatha Sathyanarayan

Archit Baweja

...

2021/12/15

Blockchain-empowered digital twins collaboration: smart transportation use case

Machines

Radhya Sahal

Saeed H Alsamhi

Kenneth N Brown

Donna O’shea

Conor McCarthy

...

2021/9/9

Performance analysis of zero-trust multi-cloud

Simone Rodigari

Donna O'Shea

Pat McCarthy

Martin McCarry

Sean McSweeney

2021/9/5

See List of Professors in Donna O'Shea University(Cork Institute of Technology)

Co-Authors

academic-engine