Janaka Senanayake

13 papers A 1B 1C 1Misc 1Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Resilient cybersecurity: ensemble deep learning and reinforcement learning for Next-Gen IDS.
Iran J. Comput. Sci.
Nethma Kalpani, Nureka Rodrigo, Dilmi Seneviratne, Subhash Ariyadasa, Janaka Senanayake
2025 J jnl
Cutting-edge approaches in intrusion detection systems: a systematic review of deep learning, reinforcement learning, and ensemble techniques.
Iran J. Comput. Sci.
Nethma Kalpani, Nureka Rodrigo, Dilmi Seneviratne, Subhash Ariyadasa, Janaka Senanayake
2025 J jnl
MADONNA: Browser-based malicious domain detection using Optimized Neural Network by leveraging AI and feature analysis.
Comput. Secur.
Janaka Senanayake, Sampath Rajapaksha, Naoto Yanai, Harsha Kalutarage, Chika Komiya
2024 — conf
Assuring Privacy of AI-Powered Community Driven Android Code Vulnerability Detection.
ESORICS Workshops (2)
Janaka Senanayake, Harsha Kalutarage, Luca Piras, Mhd Omar Al-Kadri, Andrei Petrovski
2024 J jnl
Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI.
J. Inf. Secur. Appl.
Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, Luca Piras, M. Omar Al-Kadri
2023 B conf
Android Code Vulnerabilities Early Detection Using AI-Powered ACVED Plugin.
DBSec
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras
2023 J jnl
Android Source Code Vulnerability Detection: A Systematic Literature Review.
ACM Comput. Surv.
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei Petrovski, Luca Piras
2023 — conf
Enhancing Security Assurance in Software Development: AI-Based Vulnerable Code Detection with Static Analysis.
ESORICS Workshops (2)
Sampath Rajapaksha, Janaka Senanayake, Harsha Kalutarage, M. Omar Al-Kadri
2023 — conf
FedREVAN: Real-time DEtection of Vulnerable Android Source Code Through Federated Neural Network with XAI.
ESORICS Workshops (2)
Janaka Senanayake, Harsha Kalutarage, Andrei Petrovski, M. Omar Al-Kadri, Luca Piras
2023 C conf
Labelled Vulnerability Dataset on Android Source Code (LVDAndro) to Develop AI-Based Code Vulnerability Detection Models.
SECRYPT
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Luca Piras, Andrei Petrovski
2023 Misc conf
MADONNA: Browser-Based MAlicious Domain Detection Through Optimized Neural Network with Feature Analysis.
SEC
Janaka Senanayake, Sampath Rajapaksha, Naoto Yanai, Chika Komiya, Harsha Kalutarage
2022 — conf
AI-Powered Vulnerability Detection for Secure Source Code Development.
SecITC
Sampath Rajapaksha, Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri
2022 A conf
Developing Secured Android Applications by Mitigating Code Vulnerabilities with Machine Learning.
AsiaCCS
Janaka Senanayake, Harsha K. Kalutarage, M. Omar Al-Kadri, Andrei V. Petrovski, Luca Piras