Synthetic Test Data Generation Using Recurrent Neural Networks: A Position Paper
Fuente:
arXiv
Saved in:
| Main Authors: | Behjati, Razieh, Arisholm, Erik, Tan, Chao, Bedregal, Margrethe M. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A DPLL(T) Framework for Verifying Deep Neural Networks
by: Duong, Hai, et al.
Published: (2023)
by: Duong, Hai, et al.
Published: (2023)
Provable Preimage Under-Approximation for Neural Networks (Full Version)
by: Zhang, Xiyue, et al.
Published: (2023)
by: Zhang, Xiyue, et al.
Published: (2023)
Combining LLM Code Generation with Formal Specifications and Reactive Program Synthesis
by: Murphy, William, et al.
Published: (2024)
by: Murphy, William, et al.
Published: (2024)
Verification Modulo Tested Library Contracts
by: Uppar, Abhishek, et al.
Published: (2026)
by: Uppar, Abhishek, et al.
Published: (2026)
Stream-Based Monitoring of Algorithmic Fairness
by: Baumeister, Jan, et al.
Published: (2025)
by: Baumeister, Jan, et al.
Published: (2025)
FlexFringe: Modeling Software Behavior by Learning Probabilistic Automata
by: Verwer, Sicco, et al.
Published: (2022)
by: Verwer, Sicco, et al.
Published: (2022)
On the Decompositionality of Neural Networks
by: Lee, Junyong, et al.
Published: (2026)
by: Lee, Junyong, et al.
Published: (2026)
Proving the Coding Interview: A Benchmark for Formally Verified Code Generation
by: Dougherty, Quinn, et al.
Published: (2025)
by: Dougherty, Quinn, et al.
Published: (2025)
Data Wrangling Task Automation Using Code-Generating Language Models
by: Akella, Ashlesha, et al.
Published: (2025)
by: Akella, Ashlesha, et al.
Published: (2025)
LogRouter: Adaptive Two-Level LLM Routing for Log Question Answering in Big Data Systems
by: Coskuner, Mert, et al.
Published: (2026)
by: Coskuner, Mert, et al.
Published: (2026)
Next Steps in LLM-Supported Java Verification
by: Teuber, Samuel, et al.
Published: (2025)
by: Teuber, Samuel, et al.
Published: (2025)
RocqSmith: Can Automatic Optimization Forge Better Proof Agents?
by: Kozyrev, Andrei, et al.
Published: (2026)
by: Kozyrev, Andrei, et al.
Published: (2026)
RocqStar: Leveraging Similarity-driven Retrieval and Agentic Systems for Rocq generation
by: Kozyrev, Andrei, et al.
Published: (2025)
by: Kozyrev, Andrei, et al.
Published: (2025)
MPBMC: Multi-Property Bounded Model Checking with GNN-guided Clustering
by: Roy, Soumik Guha, et al.
Published: (2026)
by: Roy, Soumik Guha, et al.
Published: (2026)
VERINA: Benchmarking Verifiable Code Generation
by: Ye, Zhe, et al.
Published: (2025)
by: Ye, Zhe, et al.
Published: (2025)
COTS: Connected OpenAPI Test Synthesis for RESTful Applications
by: Burlò, Christian Bartolo, et al.
Published: (2024)
by: Burlò, Christian Bartolo, et al.
Published: (2024)
Runtime Monitoring and Enforcement of Conditional Fairness in Generative AIs
by: Cheng, Chih-Hong, et al.
Published: (2024)
by: Cheng, Chih-Hong, et al.
Published: (2024)
CLEVER: A Curated Benchmark for Formally Verified Code Generation
by: Thakur, Amitayush, et al.
Published: (2025)
by: Thakur, Amitayush, et al.
Published: (2025)
TorchQL: A Programming Framework for Integrity Constraints in Machine Learning
by: Naik, Aaditya, et al.
Published: (2023)
by: Naik, Aaditya, et al.
Published: (2023)
Using Rely/Guarantee to Pinpoint Assumptions underlying Security Protocols
by: Yatapanage, Nisansala P., et al.
Published: (2023)
by: Yatapanage, Nisansala P., et al.
Published: (2023)
Modular Assurance of Complex Systems Using Contract-Based Design Principles
by: McGeorge, Dag, et al.
Published: (2024)
by: McGeorge, Dag, et al.
Published: (2024)
Position: Vibe Coding Needs Vibe Reasoning: Improving Vibe Coding with Formal Verification
by: Mitchell, Jacqueline, et al.
Published: (2025)
by: Mitchell, Jacqueline, et al.
Published: (2025)
Verifying DNN-based Semantic Communication Against Generative Adversarial Noise
by: Le, Thanh, et al.
Published: (2026)
by: Le, Thanh, et al.
Published: (2026)
Parameterized Dynamic Logic -- Towards A Cyclic Logical Framework for General Program Specification and Verification
by: Zhang, Yuanrui
Published: (2024)
by: Zhang, Yuanrui
Published: (2024)
Correct-by-Construction G-Code Generation: A Neuro-Symbolic Approach via Separation Logic
by: Lee, Yeonseok
Published: (2026)
by: Lee, Yeonseok
Published: (2026)
SimClone: Detecting Tabular Data Clones using Value Similarity
by: Yang, Xu, et al.
Published: (2024)
by: Yang, Xu, et al.
Published: (2024)
VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model, and Tree Search
by: Brandfonbrener, David, et al.
Published: (2024)
by: Brandfonbrener, David, et al.
Published: (2024)
Taming Silent Failures: A Framework for Verifiable AI Reliability
by: Yang, Guan-Yan, et al.
Published: (2025)
by: Yang, Guan-Yan, et al.
Published: (2025)
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
by: Lu, Jialin, et al.
Published: (2026)
by: Lu, Jialin, et al.
Published: (2026)
Intent-aligned Formal Specification Synthesis via Traceable Refinement
by: Ye, Zhe, et al.
Published: (2026)
by: Ye, Zhe, et al.
Published: (2026)
Natural Language Query Engine for Relational Databases using Generative AI
by: Fotso, Steve Tueno
Published: (2024)
by: Fotso, Steve Tueno
Published: (2024)
Declarative Scenario-based Testing with RoadLogic
by: Bartocci, Ezio, et al.
Published: (2026)
by: Bartocci, Ezio, et al.
Published: (2026)
Formal Model Guided Conformance Testing for Blockchains
by: Drobnjakovic, Filip, et al.
Published: (2025)
by: Drobnjakovic, Filip, et al.
Published: (2025)
StatWhy: Formal Verification Tool for Statistical Hypothesis Testing Programs
by: Kawamoto, Yusuke, et al.
Published: (2024)
by: Kawamoto, Yusuke, et al.
Published: (2024)
Cargo Sherlock: An SMT-Based Checker for Software Trust Costs
by: Hassnain, Muhammad, et al.
Published: (2025)
by: Hassnain, Muhammad, et al.
Published: (2025)
Relevant HAL Interface Requirements for Embedded Systems
by: Bentele, Manuel, et al.
Published: (2025)
by: Bentele, Manuel, et al.
Published: (2025)
A Decision Procedure for a Theory of Finite Sets with Finite Integer Intervals
by: Cristiá, Maximiliano, et al.
Published: (2021)
by: Cristiá, Maximiliano, et al.
Published: (2021)
Combining Logic with Large Language Models for Automatic Debugging and Repair of ASP Programs
by: Brancas, Ricardo, et al.
Published: (2024)
by: Brancas, Ricardo, et al.
Published: (2024)
Formal Analysis of the Sigmoid Function and Formal Proof of the Universal Approximation Theorem
by: Bryant, Dustin, et al.
Published: (2025)
by: Bryant, Dustin, et al.
Published: (2025)
Approximate Optimal Active Learning of Decision Trees
by: Huang, Zunchen, et al.
Published: (2025)
by: Huang, Zunchen, et al.
Published: (2025)
Similar Items
-
A DPLL(T) Framework for Verifying Deep Neural Networks
by: Duong, Hai, et al.
Published: (2023) -
Provable Preimage Under-Approximation for Neural Networks (Full Version)
by: Zhang, Xiyue, et al.
Published: (2023) -
Combining LLM Code Generation with Formal Specifications and Reactive Program Synthesis
by: Murphy, William, et al.
Published: (2024) -
Verification Modulo Tested Library Contracts
by: Uppar, Abhishek, et al.
Published: (2026) -
Stream-Based Monitoring of Algorithmic Fairness
by: Baumeister, Jan, et al.
Published: (2025)