Program Understanding

Evaluating Line-level Localization Ability of Learning-based Code Vulnerability Detection Models

Authors: Marco Pintore, Giorgio Piras, Angelo Sotgiu, Maura Pintor, Battista Biggio | Published: 2025-10-13
Program Understanding
Feature Importance Analysis
Attacks on Explainability

Understanding Programs by Exploiting (Fuzzing) Test Cases

Authors: Jianyu Zhao, Yuyang Rong, Yiwen Guo, Yifeng He, Hao Chen | Published: 2023-05-23 | Updated: 2023-06-12
Code Change Analysis
Program Understanding
Intellectual Property Protection

A Natural Language Processing Approach for Instruction Set Architecture Identification

Authors: Dinuka Sahabandu, Sukarno Mertoguno, Radha Poovendran | Published: 2022-04-13
Data Extraction and Analysis
Program Understanding
Machine Learning Application

Fine-Grained Static Detection of Obfuscation Transforms Using Ensemble-Learning and Semantic Reasoning

Authors: Ramtine Tofighi-Shirazi, Irina Mariuca Asavoae, Philippe Elbaz-Vincent | Published: 2019-11-18
Program Understanding
Model Performance Evaluation
Role of Machine Learning

A Practical Approach to the Automatic Classification of Security-Relevant Commits

Authors: Antonino Sabetta, Michele Bezzi | Published: 2018-07-06
Automation of Cybersecurity
Data-Driven Vulnerability Assessment
Program Understanding