Cover Image

Human in the Loop for Fuzz Testing: Literature Review and the Road Ahead

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yu, Jiongchi, Wen, Xiaolin, Cheng, Sizhe, Xie, Xiaofei, Hu, Qiang, Wang, Yong
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Patient Digital Twins for Chronic Care: Technical Hurdles, Lessons Learned, and the Road Ahead
by: Papazoglou, Micheal P., et al.
Published: (2026)

Human Side of Smart Contract Fuzzing: An Empirical Study
by: Qiao, Guanming, et al.
Published: (2025)

In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review
by: Sergeyuk, Agnia, et al.
Published: (2024)

Systematic Literature Review of Automation and Artificial Intelligence in Usability Issue Detection
by: Kuric, Eduard, et al.
Published: (2025)

CentaurEval: Benchmarking Human-in-the-Loop Value in Agentic Coding
by: Luo, Hanjun, et al.
Published: (2025)

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks
by: Etsenake, Deborah, et al.
Published: (2024)

Toxicity Ahead: Forecasting Conversational Derailment on GitHub
by: Imran, Mia Mohammad, et al.
Published: (2025)

Human-AI Experience in Integrated Development Environments: A Systematic Literature Review
by: Sergeyuk, Agnia, et al.
Published: (2025)

Auto-Generating Personas from User Reviews in VR App Stores
by: Wang, Yi, et al.
Published: (2026)

Who is to Blame: A Comprehensive Review of Challenges and Opportunities in Designer-Developer Collaboration
by: Zhang, Shutong, et al.
Published: (2025)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking
by: Kang, Hong Jin, et al.
Published: (2024)

The Good, the Bad, and the (Un)Usable: A Rapid Literature Review on Privacy as Code
by: Ferreyra, Nicolás E. Díaz, et al.
Published: (2024)

A Systematic Literature Review of Software Engineering Research on Jupyter Notebook
by: Siddik, Md Saeed, et al.
Published: (2025)

MLLM-Based UI2Code Automation Guided by UI Layout Information
by: Wu, Fan, et al.
Published: (2025)

Does GenAI Make Usability Testing Obsolete?
by: Pourasad, Ali Ebrahimi, et al.
Published: (2024)

Bridging the Interpretation Gap in Accessibility Testing: Empathetic and Legal-Aware Bug Report Generation via Large Language Models
by: Koyama, Ryoya, et al.
Published: (2026)

A Feedback Toolkit and Procedural Guidance for Teaching Thorough Testing
by: Dick, Steffen, et al.
Published: (2024)

Investigating VR Accessibility Reviews for Users with Disabilities: A Qualitative Analysis
by: Wang, Yi, et al.
Published: (2025)

Quantifying Interface Procedure Coupling Risks in Digital Nuclear Control Rooms: An Event Based Human Reliability Assessment
by: Xiao, Xingyu, et al.
Published: (2026)

A Graph-based Approach to Human Activity Recognition
by: Peroutka, Thomas, et al.
Published: (2024)

Exploring the Output of Software Testing Tools through a Visual Comparative Analysis
by: Lit, Brandon, et al.
Published: (2026)

Automatic Bias Detection in Source Code Review
by: Alebachew, Yoseph Berhanu, et al.
Published: (2025)

Investigating and Designing for Trust in AI-powered Code Generation Tools
by: Wang, Ruotong, et al.
Published: (2023)

Reassessing Java Code Readability Models with a Human-Centered Approach
by: Sergeyuk, Agnia, et al.
Published: (2024)

The Best Ends by the Best Means: Ethical Concerns in App Reviews
by: Olson, Lauren, et al.
Published: (2024)

Bridging the Socio-Emotional Gap: The Functional Dimension of Human-AI Collaboration for Software Engineering
by: Rani, Lekshmi Murali, et al.
Published: (2026)

Integrating Human Feedback into a Reinforcement Learning-Based Framework for Adaptive User Interfaces
by: Gaspar-Figueiredo, Daniel, et al.
Published: (2025)

Untold Stories: Unveiling the Scarce Contributions of UX Professionals to Usability Issue Discussions of Open Source Software Projects
by: Sanei, Arghavan, et al.
Published: (2025)

SHAPR: A Solo Human-Centred and AI-Assisted Practice Framework for Research Software Development
by: Chan, Ka Ching
Published: (2026)

Adaptive Virtual Reality Museum: A Closed-Loop Framewor for Engagement-Aware Cultural Heritage
by: Damouni, Joseph, et al.
Published: (2026)

Human-In-the-Loop Software Development Agents
by: Takerngsaksiri, Wannita, et al.
Published: (2024)

Two Integration Pathways in Human-Centered Requirements Engineering: A Systematic Mapping Study of Structural Gaps
by: Benzarti, Imen, et al.
Published: (2026)

Task-Based Role-Playing VR Game for Supporting Intellectual Disability Therapies
by: Chen, Wen-Chun, et al.
Published: (2024)

Gendered Prompting and LLM Code Review: How Gender Cues in the Prompt Shape Code Quality and Evaluation
by: Janzen, Lynn, et al.
Published: (2026)

TARIPlay: A Test Framework for AR Applications based on Interactive Area Tracking in Playback Videos
by: Mousavi, Seyed Amir, et al.
Published: (2026)

An Online A/B Testing Decision Support System for Web Usability Assessment Based on a Linguistic Decision-making Methodology: Case of Study a Virtual Learning Environment
by: Zermeño, Noe, et al.
Published: (2025)

What Pulls the Strings? Understanding the Characteristics and Role of Argumentation in Open-Source Software Usability Discussions
by: Sanei, Arghavan, et al.
Published: (2025)

"Always Nice and Confident, Sometimes Wrong": Developer's Experiences Engaging Large Language Models (LLMs) Versus Human-Powered Q&A Platforms for Coding Support
by: Li, Jiachen, et al.
Published: (2023)

Scaling Human-AI Coding Collaboration Requires a Governable Consensus Layer
by: Wang, Tianfu, et al.
Published: (2026)

SPROUT: an Interactive Authoring Tool for Generating Programming Tutorials with the Visualization of Large Language Models
by: Liu, Yihan, et al.
Published: (2023)