no code implementations • 3 Apr 2024 • Litao Li, Steven H. H. Ding, Andrew Walenstein, Philippe Charland, Benjamin C. M. Fung
We show that DeepEXE is an accurate and efficient method and outperforms the state-of-the-art vulnerability detection methods.
no code implementations • 20 Jul 2023 • Zhiwei Fu, Steven H. H. Ding, Furkan Alaca, Benjamin C. M. Fung, Philippe Charland
The practice of code reuse is crucial in software development for a faster and more efficient development lifecycle.
no code implementations • 15 Sep 2019 • Miles Q. Li, Benjamin C. M. Fung, Philippe Charland, Steven H. H. Ding
It also incorporates our proposed interpretable feed-forward neural network to provide interpretations for its detection results by quantifying the impact of each feature with respect to the prediction.
2 code implementations • NAACL 2021 • Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal
By augmenting the semantic information through a REINFORCE training reward function, the model can generate differentially private text that has a close semantic and similar grammatical structure to the original text while removing personal traits of the writing style.
no code implementations • 3 Jun 2016 • Steven H. H. Ding, Benjamin C. M. Fung, Farkhund Iqbal, William K. Cheung
Authorship analysis (AA) is the study of unveiling the hidden properties of authors from a body of exponentially exploding textual data.