Discover @dherath Open Source projects

Jerome Dinal Herath (@dherath)

dherath

Stars
83
Global Rank 237,769 (Top 9 %)
Followers 17
Following 2
Registered over 7 years ago
Most used languages

Python
44.4 %

MATLAB
22.2 %

C
22.2 %

Makefile 11.1 %

CFGExplainer

[code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Priti Prabhakar Wakodikar, Ping Yang and Guanhua Yan. In: IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (2022)

Snake_Robots

[code] "Comparison of Serial and Parallel Snake Robots for Lateral Undulation Motion Using Gazebo" by J. Dinal Herath and K. Jayananda. In: IEEE International Conference on Information and Automation for Sustainability (ICIAfS) (2016)

DeepLearning_for_Wireless_Signal_Strength_Prediction

[code] “A Deep Learning Model for Wireless Channel Quality Prediction”. By J. Dinal Herath, Anand Seetharam, Arti Ramesh. In: IEEE International Conference on Communications (ICC-2019).

Markov_model_Opportunistic_RequestRouting

[code] "A Markovian Model for Analyzing Opportunistic Request Routing in Wireless Cache Networks" by J. Dinal Herath and Anand Seetharam. In: IEEE Transactions in Vehicular Technology (TVT) (2018)

OpenGL_Room

OpenGL project of a 3D scene of a room.

Watershed_Segmentation

Matlab files for application of watershed segmentation on Brain MRI Images

RAMP

[code] "RAMP: Real-Time Anomaly Detection in Scientific Workflows" by J. Dinal Herath, Changxin Bai, Guanhua Yan, Ping Yang, Shiyong Lu. In: IEEE International Conference on Big Data (2019).

Log_Anomaly_Mask

[code] "Real-Time Evasion Attacks against Deep Learning-Based Anomaly Detection from Distributed System Logs" by J. Dinal Herath, Ping Yang and Guanhua Yan. In: Proceedings of The 11th ACM Conference on Data and Application Security and Privacy (CODASPY) (2021).

Real-Time-Temperature-Prediction

Code for multi hop sensor network for temperature collection and machine learning model for real time prediction