Danushka Liyanage

Registered user since Tue 8 Jun 2021

Name:Danushka Liyanage

Danushka is currently reading for his Ph.D. in Information Technology at Monash University, Australia. His main research interests are Inferential Statistics, Software Security, and Machine Learning. In his Ph.D. thesis, he researches statistical estimation techniques to provide accurate security guarantees for automated software testing processes.

Before joining Monash as a Ph.D. student, he worked as a Senior Data Scientist at Linear Squared Private Limited, Sri Lanka - An analytic solution provider for Telecommunications and Apparel sectors. Danushka earned his Bachelor of Science degree from the University of Colombo - Sri Lanka, specializing in Industrial Statistics with first-class honors. He was awarded the gold medal for the best student in Industrial Statistics in 2016.

Affiliation:Monash University, Australia
Research interests:Statistics, Software Security, Fuzzing


ICSE 2023 Author of Reachable Code Coverage within the Technical Track-track
Author of Reachable Coverage: Estimating Saturation in Fuzzing - Artifacts within the Artifact Evaluation-track
ESEC/FSE 2022 Author of Estimating Residual Risk in Greybox Fuzzing within the ESEC/FSE 2021-track
ESEC/FSE 2021 Author of Security Guarantees for Automated Software Testing within the Doctoral Symposium-track
Author of Estimating Residual Risk in Greybox Fuzzing within the Research Papers-track