AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models
Fuente:
arXiv
Saved in:
| Main Authors: | Xing, Hengrui, Tian, Cong, Zhao, Liang, Ma, Zhi, Wang, WenSheng, Zhang, Nan, Huang, Chao, Duan, Zhenhua |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Automated Penetration Testing: Formalization and Realization
by: Skandylas, Charilaos, et al.
Published: (2024)
by: Skandylas, Charilaos, et al.
Published: (2024)
AutoDFBench 1.0: A Benchmarking Framework for Digital Forensic Tool Testing and Generated Code Evaluation
by: Wickramasekara, Akila, et al.
Published: (2025)
by: Wickramasekara, Akila, et al.
Published: (2025)
PrediQL: Automated Testing of GraphQL APIs with LLMs
by: Liu, Shaolun, et al.
Published: (2025)
by: Liu, Shaolun, et al.
Published: (2025)
AIM: Automated Input Set Minimization for Metamorphic Security Testing
by: Chaleshtari, Nazanin Bayati, et al.
Published: (2024)
by: Chaleshtari, Nazanin Bayati, et al.
Published: (2024)
Enhancing Fuzz Testing Efficiency through Automated Fuzz Target Generation
by: Tran, Chi Thien
Published: (2026)
by: Tran, Chi Thien
Published: (2026)
Automated Testing of Broken Authentication Vulnerabilities in Web APIs with AuthREST
by: Corradini, Davide, et al.
Published: (2025)
by: Corradini, Davide, et al.
Published: (2025)
PPT4J: Patch Presence Test for Java Binaries
by: Pan, Zhiyuan, et al.
Published: (2023)
by: Pan, Zhiyuan, et al.
Published: (2023)
Security Testing of RESTful APIs With Test Case Mutation
by: Salva, Sebastien, et al.
Published: (2024)
by: Salva, Sebastien, et al.
Published: (2024)
Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing
by: Peng, Jiaren, et al.
Published: (2026)
by: Peng, Jiaren, et al.
Published: (2026)
TPSQLi: Test Prioritization for SQL Injection Vulnerability Detection in Web Applications
by: Yang, Guan-Yan, et al.
Published: (2025)
by: Yang, Guan-Yan, et al.
Published: (2025)
OpDiffer: LLM-Assisted Opcode-Level Differential Testing of Ethereum Virtual Machine
by: Ma, Jie, et al.
Published: (2025)
by: Ma, Jie, et al.
Published: (2025)
Measuring the Permission Gate: A Stress-Test Evaluation of Claude Code's Auto Mode
by: Ji, Zimo, et al.
Published: (2026)
by: Ji, Zimo, et al.
Published: (2026)
Reactive Bottom-Up Testing
by: Muralee, Siddharth, et al.
Published: (2025)
by: Muralee, Siddharth, et al.
Published: (2025)
AutoVulnPHP: LLM-Powered Two-Stage PHP Vulnerability Detection and Automated Localization
by: Wang, Zhiqiang, et al.
Published: (2026)
by: Wang, Zhiqiang, et al.
Published: (2026)
A Systematic Literature Review on Automated Exploit and Security Test Generation
by: Bui, Quang-Cuong, et al.
Published: (2025)
by: Bui, Quang-Cuong, et al.
Published: (2025)
Towards the Systematic Testing of Regular Expression Engines
by: Çakar, Berk, et al.
Published: (2026)
by: Çakar, Berk, et al.
Published: (2026)
EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs
by: Liang, Ruichao, et al.
Published: (2026)
by: Liang, Ruichao, et al.
Published: (2026)
From Transactions to Exploits: Automated PoC Synthesis for Real-World DeFi Attacks
by: Su, Xing, et al.
Published: (2026)
by: Su, Xing, et al.
Published: (2026)
RAN Tester UE: An Automated Declarative UE Centric Security Testing Platform
by: Ueltschey, Charles Marion, et al.
Published: (2025)
by: Ueltschey, Charles Marion, et al.
Published: (2025)
A Systematic Study of LLM-Based Architectures for Automated Patching
by: Xu, Qingxiao, et al.
Published: (2026)
by: Xu, Qingxiao, et al.
Published: (2026)
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
by: Deng, Gelei, et al.
Published: (2023)
by: Deng, Gelei, et al.
Published: (2023)
Unlocking Reproducibility: Automating re-Build Process for Open-Source Software
by: Hassanshahi, Behnaz, et al.
Published: (2025)
by: Hassanshahi, Behnaz, et al.
Published: (2025)
CodeHacker: Automated Test Case Generation for Detecting Vulnerabilities in Competitive Programming Solutions
by: Shi, Jingwei, et al.
Published: (2026)
by: Shi, Jingwei, et al.
Published: (2026)
Generating Proof-of-Vulnerability Tests to Help Enhance the Security of Complex Software
by: Kanchi, Shravya, et al.
Published: (2026)
by: Kanchi, Shravya, et al.
Published: (2026)
Execution-State-Aware LLM Reasoning for Automated Proof-of-Vulnerability Generation
by: Li, Haoyu, et al.
Published: (2026)
by: Li, Haoyu, et al.
Published: (2026)
Automated Repair of OpenID Connect Programs (Extended Version)
by: Rahat, Tamjid Al, et al.
Published: (2025)
by: Rahat, Tamjid Al, et al.
Published: (2025)
GraphQLer: Enhancing GraphQL Security with Context-Aware API Testing
by: Tsai, Omar, et al.
Published: (2025)
by: Tsai, Omar, et al.
Published: (2025)
What Makes a Good LLM Agent for Real-world Penetration Testing?
by: Deng, Gelei, et al.
Published: (2026)
by: Deng, Gelei, et al.
Published: (2026)
Probing Privacy Leaks in LLM-based Code Generation via Test Generation
by: Ge, Yifei, et al.
Published: (2026)
by: Ge, Yifei, et al.
Published: (2026)
How Secure is Secure Code Generation? Adversarial Prompts Put LLM Defenses to the Test
by: Tessa, Melissa, et al.
Published: (2026)
by: Tessa, Melissa, et al.
Published: (2026)
FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction
by: Sheng, Ze, et al.
Published: (2026)
by: Sheng, Ze, et al.
Published: (2026)
KernJC: Automated Vulnerable Environment Generation for Linux Kernel Vulnerabilities
by: Ruan, Bonan, et al.
Published: (2024)
by: Ruan, Bonan, et al.
Published: (2024)
Scalable Test Generation to Trigger Rare Targets in High-Level Synthesizable IPs for Cloud FPGAs
by: Debnath, Mukta, et al.
Published: (2024)
by: Debnath, Mukta, et al.
Published: (2024)
Verbatim Data Transcription Failures in LLM Code Generation: A State-Tracking Stress Test
by: Haque, Mohd Ariful, et al.
Published: (2026)
by: Haque, Mohd Ariful, et al.
Published: (2026)
Who Tests the Testers? Systematic Enumeration and Coverage Audit of LLM Agent Tool Call Safety
by: Chen, Xuan, et al.
Published: (2026)
by: Chen, Xuan, et al.
Published: (2026)
"False negative -- that one is going to kill you": Understanding Industry Perspectives of Static Analysis based Security Testing
by: Ami, Amit Seal, et al.
Published: (2023)
by: Ami, Amit Seal, et al.
Published: (2023)
QASecClaw: A Multi-Agent LLM Approach for False Positive Reduction in Static Application Security Testing
by: Ameen, Mohd Ruhul, et al.
Published: (2026)
by: Ameen, Mohd Ruhul, et al.
Published: (2026)
When AI Takes the Wheel: Security Analysis of Framework-Constrained Program Generation
by: Liu, Yue, et al.
Published: (2025)
by: Liu, Yue, et al.
Published: (2025)
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection
by: Wen, Xin-Cheng, et al.
Published: (2024)
by: Wen, Xin-Cheng, et al.
Published: (2024)
{A New Hope}: Contextual Privacy Policies for Mobile Applications and An Approach Toward Automated Generation
by: Pan, Shidong, et al.
Published: (2024)
by: Pan, Shidong, et al.
Published: (2024)
Similar Items
-
Automated Penetration Testing: Formalization and Realization
by: Skandylas, Charilaos, et al.
Published: (2024) -
AutoDFBench 1.0: A Benchmarking Framework for Digital Forensic Tool Testing and Generated Code Evaluation
by: Wickramasekara, Akila, et al.
Published: (2025) -
PrediQL: Automated Testing of GraphQL APIs with LLMs
by: Liu, Shaolun, et al.
Published: (2025) -
AIM: Automated Input Set Minimization for Metamorphic Security Testing
by: Chaleshtari, Nazanin Bayati, et al.
Published: (2024) -
Enhancing Fuzz Testing Efficiency through Automated Fuzz Target Generation
by: Tran, Chi Thien
Published: (2026)