Matilda Rhode

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 9

Top Topics

Machine Learning And Data Mining

Malware Detection

Recurrent Neural Networks

Top Venues

J. Inf. Secur. Appl.

DSN (Industry Track)

Publications

Eirini Anthi, Lowri Williams, Matilda Rhode, Pete Burnap, Adam Wedgbury
Adversarial attacks on machine learning cybersecurity defences in Industrial Control Systems. J. Inf. Secur. Appl. 58 (2021)
Pedro Marques, Matilda Rhode, Ilir Gashi
Waste not: Using diverse neural networks from hyperparameter search for improved malware detection. Comput. Secur. 108 (2021)
Eirini Anthi, Lowri Williams, Matilda Rhode, Pete Burnap, Adam Wedgbury
Adversarial Attacks on Machine Learning Cybersecurity Defences in Industrial Control Systems. CoRR (2020)
Éireann Leverett, Matilda Rhode, Adam Wedgbury
Vulnerability Forecasting: In theory and practice. CoRR (2020)
Matilda Rhode, Pete Burnap, Kevin Jones
Dual-task agent for run-time classification and killing of malicious processes. CoRR (2019)
Matilda Rhode, Lewis Tuson, Pete Burnap, Kevin Jones
LAB to SOC: Robust Features for Dynamic Malware Detection. DSN (Industry Track) (2019)
Matilda Rhode, Pete Burnap, Kevin Jones
Early-stage malware prediction using recurrent neural networks. Comput. Secur. 77 (2018)
Matilda Rhode, Omer F. Rana, Tim Edwards
Data Capture & Analysis to Assess Impact of Carbon Credit Schemes. CoRR (2017)
Matilda Rhode, Pete Burnap, Kevin Jones
Early Stage Malware Prediction Using Recurrent Neural Networks. CoRR (2017)