Jerome Dinal Herath

According to our database, Jerome Dinal Herath authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Exploring Machine Learning and Deep Learning Approaches for Multi-Step Forecasting in Municipal Solid Waste Generation.

Oshan Mudannayake, Disni Rathnayake, Jerome Dinal Herath, Dinuni K. Fernando, Mgnas Fernando

IEEE Access, 2022

CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs.

Jerome Dinal Herath, Priti Prabhakar Wakodikar, Ping Yang, Guanhua Yan

Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

2021

Real-Time Evasion Attacks against Deep Learning-Based Anomaly Detection from Distributed System Logs.

Jerome Dinal Herath, Ping Yang, Guanhua Yan

Proceedings of the CODASPY '21: Eleventh ACM Conference on Data and Application Security and Privacy, 2021

2020

DeepChannel: Wireless Channel Quality Prediction Using Deep Learning.

Adita Kulkarni, Anand Seetharam, Arti Ramesh, Jerome Dinal Herath

IEEE Trans. Veh. Technol., 2020

2019

A Markovian Model for Analyzing Opportunistic Request Routing in Wireless Cache Networks.

Jerome Dinal Herath, Anand Seetharam

IEEE Trans. Veh. Technol., 2019

A Deep Learning Model for Wireless Channel Quality Prediction.

Jerome Dinal Herath, Anand Seetharam, Arti Ramesh

Proceedings of the 2019 IEEE International Conference on Communications, 2019

SciBlock: A Blockchain-Based Tamper-Proof Non-Repudiable Storage for Scientific Workflow Provenance.

Dinuni K. Fernando, Siddharth Kulshrestha, Jerome Dinal Herath, Nitin Mahadik, Yanzhe Ma, Changxin Bai, Ping Yang, Guanhua Yan, Shiyong Lu

Proceedings of the 5th IEEE International Conference on Collaboration and Internet Computing, 2019

RAMP: Real-Time Anomaly Detection in Scientific Workflows.

Jerome Dinal Herath, Changxin Bai, Guanhua Yan, Ping Yang, Shiyong Lu

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Analyzing Opportunistic Request Routing in Wireless Cache Networks.

Jerome Dinal Herath, Anand Seetharam

Proceedings of the 2018 IEEE International Conference on Communications, 2018