Rui Shu
Works (8)
2022 article
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 144–155.
author keywords: Security Vulnerability Prediction; Class Imbalance; Hyperparameter Optimization; Generative Adversarial Networks
Source: Web Of Science
Added: September 19, 2022
2022 journal article
Do I really need all this work to find vulnerabilities? An empirical case study comparing vulnerability detection techniques on a Java application
EMPIRICAL SOFTWARE ENGINEERING, 27(6).
author keywords: Vulnerability Management; Web Application Security; Penetration Testing; Vulnerability Scanners
Source: Web Of Science
Added: August 22, 2022
2022 journal article
Omni: automated ensemble with unexpected models against adversarial evasion attack
EMPIRICAL SOFTWARE ENGINEERING, 27(1).
author keywords: Hyperparameter optimization; Ensemble defense; Adversarial evasion attack
arxiv.org (repository)
Source: Web Of Science
Added: December 6, 2021
2022 journal article
Predicting health indicators for open source projects (using hyperparameter optimization)
EMPIRICAL SOFTWARE ENGINEERING, 27(6).
author keywords: Hyperparameter optimization; Project health; Machine learning
Source: Web Of Science
Added: July 5, 2022
2022 journal article
Sequential Model Optimization for Software Effort Estimation
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 48(6), 1994–2009.
author keywords: Estimation; Software; Tools; Optimization; Data models; Task analysis; Mathematical model; Effort estimation; COCOMO; hyperparameter tuning; regression trees; sequential model optimization
Sources: Web Of Science, ORCID
Added: June 15, 2022
2021 journal article
How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)
EMPIRICAL SOFTWARE ENGINEERING, 26(3).
author keywords: Hyperparameter Optimization; Data pre-processing; Security bug report
Source: Web Of Science
Added: May 3, 2021
2021 article
Structuring a Comprehensive Software Security Course Around the OWASP Application Security Verification Standard
2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: JOINT TRACK ON SOFTWARE ENGINEERING EDUCATION AND TRAINING (ICSE-JSEET 2021), pp. 95–104.
author keywords: Security and Protection; Computer and Information Science Education; Industry-Standards
Source: Web Of Science
Added: November 1, 2021
2016 journal article
A Study of Security Isolation Techniques
ACM COMPUTING SURVEYS, 49(3).
author keywords: Security isolation; access control; resilient architectures
Source: Web Of Science
Added: August 6, 2018
