GitHub

This the open-source code for KDD' 24 IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks.

The folder IDEA includes implementations of IDEA (folder src) and scripts supporting the reported experiments. Run the following command to reproduce the reported experiments. ./1_bounds.sh # ...
IEEE

Enhancing Software Vulnerability Detection Using Code Property Graphs and Convolutional Neural Networks

Abstract: The increasing complexity of modern software sys- tems has led to a rise in vulnerabilities that malicious actors can exploit. Traditional methods of vulnerability detection, such as static ...

Update legacy code step by step with the Mikado method

The lightweight Mikado method opens up a structured way to make significant changes even to complex legacy code.
GitHub

Code: Dynamics-Informed Reservoir Computing with Visibility Graphs

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the ...
IEEE

Cross-Language Taint Analysis: Generating Caller-Sensitive Native Code Specification for Java

Abstract: Cross-language programming is a common practice within the software development industry, offering developers a multitude of advantages such as expressiveness, interoperability, and ...