An Extraction Attack Targeting DL Model Architectures via Inferring TVM Auto- tuning Network Characteristics

Garraghan, P. (Principal Investigator)

Alan Turing Institute

1/01/25 → 31/03/25

Project: Research

Uncovering Mitigation Effectiveness for Cyber Attacks Against AI Systems

Garraghan, P. (Principal Investigator)

2/01/25 → 31/03/25

Project: Research

SL: National Edge AI Hub for Real Data: Edge Intelligence for Cyber-disturbances and Data Quality

Suri, N. (Co-Investigator), Suri, N. (Co-Investigator) & Garraghan, P. (Principal Investigator)

Engineering and Physical Sciences Research Council

1/02/24 → 31/01/29

Project: Research

HTTP version 3 for unicast delivery of video services over the Internet

Race, N. (Principal Investigator) & Garraghan, P. (Co-Investigator)

BT Accounts Payable Unit

1/01/23 → 31/03/27

Project: Research

DSI: Reducing the Global ICT Footprint via Self-adaptive Large-scale (DCMS Supplement)

Widdicks, K. (Co-Investigator), Garraghan, P. (Principal Investigator), Friday, A. (Co-Investigator), Blair, G. (Co-Investigator) & Knowles, B. (Co-Investigator)

1/12/22 → 31/05/23

Project: Research

DSI:SL: The Security Gene: Discovering Embedded Commonalities within Adversarial Machine Learning

Harper, R. (Co-Investigator), Harper, R. (Co-Investigator), Suri, N. (Co-Investigator) & Garraghan, P. (Principal Investigator)

16/11/22 → 31/03/23

Project: Research

PINCH: Cyber Security Threat Assessment for AI: phase 2

Garraghan, P. (Principal Investigator)

Innovate UK

26/09/22 → 28/02/23

Project: Research

SL: PINCH: An End-to-end Cyber Security Technology to Better Understand the Risks of Deep Learning Model Stealing

Suri, N. (Co-Investigator) & Garraghan, P. (Principal Investigator)

Innovate UK

1/04/22 → 31/07/22

Project: Research

MSI: Ultralow-power, Non-volatile, Random Access Memory Arrays for Data centers and Space Applications (ULTRARAM)

Garraghan, P. (Co-Investigator) & Hayne, M. (Principal Investigator)

European Commission

1/06/22 → 30/06/25

Project: Research

ICASE: Sustainable Workload Scaling in Distributed Network Infrastructure (Matthew Hodkin)

Garraghan, P. (Principal Investigator)

BT Accounts Payable Unit

1/10/21 → 30/09/25

Project: Research