Andrew McCarthy

According to our database, Andrew McCarthy authored at least 8 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Defending against adversarial machine learning attacks using hierarchical learning: A case study on network traffic attack classification.

Andrew McCarthy, Essam Ghadafi, Panagiotis Andriotis, Phil Legg

J. Inf. Secur. Appl., 2023

2022

Functionality-Preserving Adversarial Machine Learning for Robust Classification in Cybersecurity and Intrusion Detection Domains: A Survey.

Andrew McCarthy, Essam Ghadafi, Panagiotis Andriotis, Phil Legg

J. Cybersecur. Priv., March, 2022

Safe machine learning model release from Trusted Research Environments: The AI-SDC package.

Jim Smith, Richard John Preen, Andrew McCarthy, Alba Crespi-Boixader, James Liley, Simon Rogers

CoRR, 2022

GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs).

Emily Jefferson, James Liley, Maeve Malone, Smarti Reel, Alba Crespi-Boixader, Xaroula Kerasidou, Francesco Tava, Andrew McCarthy, Richard Preen, Alberto Blanco-Justicia, Esma Mansouri-Benssassi, Josep Domingo-Ferrer, Jillian Beggs, Antony Chuter, Christian Cole, Felix Ritchie, Angela Daly, Simon Rogers, Jim Smith

CoRR, 2022

2021

Feature Vulnerability and Robustness Assessment against Adversarial Machine Learning Attacks.

Andrew McCarthy, Panagiotis Andriotis, Essam Ghadafi, Phil Legg

Proceedings of the International Conference on Cyber Situational Awareness, 2021

2020

Shouting Through Letterboxes: A study on attack susceptibility of voice assistants.

Andrew McCarthy, Benedict R. Gaster, Phil Legg

Proceedings of the 2020 International Conference on Cyber Security and Protection of Digital Services, 2020

2004

Computerized feature systems for identifying suspects: empirical tests using crime scenarios.

Eric S. Lee, Thomas Whalen, Michael Terris, Andrew McCarthy

Behav. Inf. Technol., 2004

2003

APPLES: A Full Gate-Timing FPGA-Based Hardware Simulator.

Damian Dalton, Vivian Bessler, Jeffrey Griffiths, Andrew McCarthy, Abhay Vadher, Rory O'Kane, Rob Quigley, Declan O'Connor

Proceedings of the Field Programmable Logic and Application, 13th International Conference, 2003