Miles Q. Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Detect Malicious

Functional Analysis

Power Transformers

Top Venues

INNS DLIA@IJCNN

Publications

Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung
Survey on Explainable AI: Techniques, challenges and open issues. Expert Syst. Appl. 255 (2024)
Miles Q. Li, Benjamin C. M. Fung, Ashita Diwan
A Novel Deep Multi-head Attentive Vulnerable Line Detector. INNS DLIA@IJCNN (2023)
Ashita Diwan, Miles Q. Li, Benjamin C. M. Fung
VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks. ICMLA (2022)
Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
On the Effectiveness of Interpretable Feedforward Neural Network. IJCNN (2022)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland
DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense. Inf. Sci. 601 (2022)
Miles Q. Li, Benjamin C. M. Fung
Interpretable Malware Classification based on Functional Analysis. ICSOFT (2022)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
: Interpretable malware detector using Galaxy Transformer. Comput. Secur. 108 (2021)
Miles Q. Li, Benjamin C. M. Fung, Adel Abusitta
On the Effectiveness of Interpretable Feedforward Neural Network. CoRR (2021)
Miles Q. Li, Benjamin C. M. Fung
A Novel Neural Network-Based Malware Severity Classification System. ICSOFT (Selected Papers) (2021)
Adel Abusitta, Miles Q. Li, Benjamin C. M. Fung
Malware classification and composition analysis: A survey of recent developments. J. Inf. Secur. Appl. 59 (2021)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
A Novel and Dedicated Machine Learning Model for Malware Classification. ICSOFT (2021)
Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. CoRR (2019)