Janaka Senanayake

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Early Detection

Static Analysis

Top Venues

ESORICS Workshops (2)

J. Inf. Secur. Appl.

Publications

Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, Luca Piras, M. Omar Al-Kadri
Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI. J. Inf. Secur. Appl. 82 (2024)
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras
Android Code Vulnerabilities Early Detection Using AI-Powered ACVED Plugin. DBSec (2023)
Janaka Senanayake, Sampath Rajapaksha, Naoto Yanai, Chika Komiya, Harsha Kalutarage
MADONNA: Browser-Based MAlicious Domain Detection Through Optimized Neural Network with Feature Analysis. SEC (2023)
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Luca Piras, Andrei Petrovski
Labelled Vulnerability Dataset on Android Source Code (LVDAndro) to Develop AI-Based Code Vulnerability Detection Models. SECRYPT (2023)
Sampath Rajapaksha, Janaka Senanayake, Harsha Kalutarage, M. Omar Al-Kadri
Enhancing Security Assurance in Software Development: AI-Based Vulnerable Code Detection with Static Analysis. ESORICS Workshops (2) (2023)
Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, M. Omar Al-Kadri, Luca Piras
FedREVAN: Real-time DEtection of Vulnerable Android Source Code Through Federated Neural Network with XAI. ESORICS Workshops (2) (2023)
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras
Android Source Code Vulnerability Detection: A Systematic Literature Review. ACM Comput. Surv. 55 (9) (2023)
Sampath Rajapaksha, Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri
AI-Powered Vulnerability Detection for Secure Source Code Development. SecITC (2022)
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei V. Petrovski, Luca Piras
Developing Secured Android Applications by Mitigating Code Vulnerabilities with Machine Learning. AsiaCCS (2022)