LibLMFuzz: LLM-Augmented Fuzz Target Generation for Black-box Libraries
Fuente:
arXiv
Saved in:
| Main Authors: | Hardgrove, Ian, Hastings, John D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Orion: Fuzzing Workflow Automation
by: Bazalii, Max, et al.
Published: (2025)
by: Bazalii, Max, et al.
Published: (2025)
Control Flow Graph Recovery for Dynamically Loaded Code via Symbolic Library Resolution
by: Mostovyi, Oleksandr
Published: (2026)
by: Mostovyi, Oleksandr
Published: (2026)
CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation
by: Eom, Jueon, et al.
Published: (2024)
by: Eom, Jueon, et al.
Published: (2024)
Continuous Discovery of Vulnerabilities in LLM Serving Systems with Fuzzing
by: Zhao, Yunze, et al.
Published: (2026)
by: Zhao, Yunze, et al.
Published: (2026)
ZTD$_{JAVA}$: Mitigating Software Supply Chain Vulnerabilities via Zero-Trust Dependencies
by: Amusuo, Paschal C., et al.
Published: (2023)
by: Amusuo, Paschal C., et al.
Published: (2023)
ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree
by: Koc, Vincent, et al.
Published: (2026)
by: Koc, Vincent, et al.
Published: (2026)
FuzzRDUCC: Fuzzing with Reconstructed Def-Use Chain Coverage
by: Feng, Kai, et al.
Published: (2025)
by: Feng, Kai, et al.
Published: (2025)
FuzzPilot: Plateau-Triggered Recipe Validation for Structured Text Fuzzing
by: Yao, Zhiyi
Published: (2026)
by: Yao, Zhiyi
Published: (2026)
A Practical Approach to Formal Methods: An Eclipse Integrated Development Environment (IDE) for Security Protocols
by: Garcia, Rémi, et al.
Published: (2024)
by: Garcia, Rémi, et al.
Published: (2024)
EXHIB: A Benchmark for Realistic and Diverse Evaluation of Function Similarity in the Wild
by: Fan, Yiming, et al.
Published: (2026)
by: Fan, Yiming, et al.
Published: (2026)
An Empirical Study of Fuzz Harness Degradation
by: Görz, Philipp, et al.
Published: (2025)
by: Görz, Philipp, et al.
Published: (2025)
FuzzDistill: Intelligent Fuzzing Target Selection using Compile-Time Analysis and Machine Learning
by: Upadhyay, Saket
Published: (2024)
by: Upadhyay, Saket
Published: (2024)
The Range Shrinks, the Threat Remains: Re-evaluating LLM Package Hallucinations on the 2026 Frontier-Model Cohort
by: Churilov, Aleksandr
Published: (2026)
by: Churilov, Aleksandr
Published: (2026)
Constitutional Spec-Driven Development: Enforcing Security by Construction in AI-Assisted Code Generation
by: Marri, Srinivas Rao
Published: (2026)
by: Marri, Srinivas Rao
Published: (2026)
Hyperfuzzing: black-box security hypertesting with a grey-box fuzzer
by: Blackwell, Daniel, et al.
Published: (2023)
by: Blackwell, Daniel, et al.
Published: (2023)
Beyond Edge Coverage: Per-Task Data-Flow Extraction at Kernel Function Boundaries via LLVM
by: Kim, Yunseong
Published: (2026)
by: Kim, Yunseong
Published: (2026)
Firmware Distribution as Attack Surface: A Security Study of ASIC Cryptocurrency Miners
by: Pouliquen, Pierre, et al.
Published: (2026)
by: Pouliquen, Pierre, et al.
Published: (2026)
Toward Cybersecurity Testing and Monitoring of IoT Ecosystems
by: Taylor, Steve, et al.
Published: (2025)
by: Taylor, Steve, et al.
Published: (2025)
Model checking of hyperproperties for high-level relational models
by: Macedo, Nuno, et al.
Published: (2025)
by: Macedo, Nuno, et al.
Published: (2025)
Impact of Data Snooping on Deep Learning Models for Locating Vulnerabilities in Lifted Code
by: McCully, Gary A., et al.
Published: (2024)
by: McCully, Gary A., et al.
Published: (2024)
Provable Repair of Deep Neural Network Defects by Preimage Synthesis and Property Refinement
by: Ma, Jianan, et al.
Published: (2025)
by: Ma, Jianan, et al.
Published: (2025)
The Cost of Convenience: Identifying, Analyzing, and Mitigating Predatory Loan Applications on Android
by: Akanji, Olawale Amos, et al.
Published: (2026)
by: Akanji, Olawale Amos, et al.
Published: (2026)
Comparing Unidirectional, Bidirectional, and Word2vec Models for Discovering Vulnerabilities in Compiled Lifted Code
by: McCully, Gary A., et al.
Published: (2024)
by: McCully, Gary A., et al.
Published: (2024)
Bi-Directional Transformers vs. word2vec: Discovering Vulnerabilities in Lifted Compiled Code
by: McCully, Gary A., et al.
Published: (2024)
by: McCully, Gary A., et al.
Published: (2024)
The Need for Standardized Evidence Sampling in CMMC Assessments: A Survey-Based Analysis of Assessor Practices
by: Therrien, Logan, et al.
Published: (2026)
by: Therrien, Logan, et al.
Published: (2026)
LLM Based Input Space Partitioning Testing for Library APIs
by: Li, Jiageng, et al.
Published: (2024)
by: Li, Jiageng, et al.
Published: (2024)
Evaluating Cryptographic API Misuse Detectors for Go
by: Andersson, Vivi, et al.
Published: (2026)
by: Andersson, Vivi, et al.
Published: (2026)
SETC: A Vulnerability Telemetry Collection Framework
by: Holeman, Ryan, et al.
Published: (2024)
by: Holeman, Ryan, et al.
Published: (2024)
ETrace:Event-Driven Vulnerability Detection in Smart Contracts via LLM-Based Trace Analysis
by: Peng, Chenyang, et al.
Published: (2025)
by: Peng, Chenyang, et al.
Published: (2025)
Automated Vulnerability Detection Using Deep Learning Technique
by: Yang, Guan-Yan, et al.
Published: (2024)
by: Yang, Guan-Yan, et al.
Published: (2024)
Hardening the OSv Unikernel with Efficient Address Randomization: Design and Performance Evaluation
by: Wollman, Alex, et al.
Published: (2026)
by: Wollman, Alex, et al.
Published: (2026)
A Self-Improving Architecture for Dynamic Safety in Large Language Models
by: Slater, Tyler
Published: (2025)
by: Slater, Tyler
Published: (2025)
OverrideFuzz: Semantic-Aware Grammar Fuzzing for Script-Runtime Vulnerabilities
by: Qiu, Yiran
Published: (2026)
by: Qiu, Yiran
Published: (2026)
LSPFuzz: Hunting Bugs in Language Servers
by: Zhu, Hengcheng, et al.
Published: (2025)
by: Zhu, Hengcheng, et al.
Published: (2025)
Towards Socio-Technical Topology-Aware Adaptive Threat Detection in Software Supply Chains
by: Welsh, Thomas, et al.
Published: (2025)
by: Welsh, Thomas, et al.
Published: (2025)
ARMOUR US: Android Runtime Zero-permission Sensor Usage Monitoring from User Space
by: Long, Yan, et al.
Published: (2025)
by: Long, Yan, et al.
Published: (2025)
Memory Forensics Techniques for Automated Detection and Analysis of Go Malware
by: Ali, Hala, et al.
Published: (2026)
by: Ali, Hala, et al.
Published: (2026)
The Discovery, Disclosure, and Investigation of CVE-2024-25825
by: Chasens, Hunter
Published: (2025)
by: Chasens, Hunter
Published: (2025)
Post-quantum Federated Learning: Secure And Scalable Threat Intelligence For Collaborative Cyber Defense
by: Nayak, Prabhudarshi, et al.
Published: (2026)
by: Nayak, Prabhudarshi, et al.
Published: (2026)
Silent Consent, Persistent Risk: Android Permission Groups and Custom Permissions
by: Akanji, Olawale Amos, et al.
Published: (2026)
by: Akanji, Olawale Amos, et al.
Published: (2026)
Similar Items
-
Orion: Fuzzing Workflow Automation
by: Bazalii, Max, et al.
Published: (2025) -
Control Flow Graph Recovery for Dynamically Loaded Code via Symbolic Library Resolution
by: Mostovyi, Oleksandr
Published: (2026) -
CovRL: Fuzzing JavaScript Engines with Coverage-Guided Reinforcement Learning for LLM-based Mutation
by: Eom, Jueon, et al.
Published: (2024) -
Continuous Discovery of Vulnerabilities in LLM Serving Systems with Fuzzing
by: Zhao, Yunze, et al.
Published: (2026) -
ZTD$_{JAVA}$: Mitigating Software Supply Chain Vulnerabilities via Zero-Trust Dependencies
by: Amusuo, Paschal C., et al.
Published: (2023)