Search Results for author:
Found 5 papers, 1 papers with code
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection
We show that DeepEXE is an accurate and efficient method and outperforms the state-of-the-art vulnerability detection methods.
Pluvio: Assembly Clone Search for Out-of-domain Architectures and Libraries through Transfer Learning and Conditional Variational Information Bottleneck
The practice of code reuse is crucial in software development for a faster and more efficient development lifecycle.
I-MAD: Interpretable Malware Detector Using Galaxy Transformer
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.
ER-AE: Differentially Private Text Generation for Authorship Anonymization
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.
Learning Stylometric Representations for Authorship Analysis
Authorship analysis (AA) is the study of unveiling the hidden properties of authors from a body of exponentially exploding textual data.
