Prompt Engineering vs. Fine-Tuning for LLM-Based Vulnerability Detection in Solana and Algorand Smart Contracts
Fuente:
arXiv
Saved in:
| Main Authors: | Boi, Biagio, Esposito, Christian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring Vulnerabilities and Concerns in Solana Smart Contracts
by: Wu, Xiangfan, et al.
Published: (2025)
by: Wu, Xiangfan, et al.
Published: (2025)
Enhancing Smart Contract Vulnerability Detection in DApps Leveraging Fine-Tuned LLM
by: Bu, Jiuyang, et al.
Published: (2025)
by: Bu, Jiuyang, et al.
Published: (2025)
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
by: Wei, Zhiyuan, et al.
Published: (2024)
by: Wei, Zhiyuan, et al.
Published: (2024)
Fuzz on the Beach: Fuzzing Solana Smart Contracts
by: Smolka, Sven, et al.
Published: (2023)
by: Smolka, Sven, et al.
Published: (2023)
CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs
by: Li, Xiaoqi, et al.
Published: (2025)
by: Li, Xiaoqi, et al.
Published: (2025)
LLM-BSCVM: An LLM-Based Blockchain Smart Contract Vulnerability Management Framework
by: Jin, Yanli, et al.
Published: (2025)
by: Jin, Yanli, et al.
Published: (2025)
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework
by: Zaazaa, Oualid, et al.
Published: (2024)
by: Zaazaa, Oualid, et al.
Published: (2024)
Evaluating the Vulnerability Landscape of LLM-Generated Smart Contracts
by: Do, Hoang Long, et al.
Published: (2026)
by: Do, Hoang Long, et al.
Published: (2026)
Tailored Prompts, Targeted Protection: Vulnerability-Specific LLM Analysis for Smart Contracts
by: Zhang, Xing, et al.
Published: (2026)
by: Zhang, Xing, et al.
Published: (2026)
Interaction-Aware Vulnerability Detection in Smart Contract Bytecodes
by: Li, Wenkai, et al.
Published: (2024)
by: Li, Wenkai, et al.
Published: (2024)
LogicScan: An LLM-driven Framework for Detecting Business Logic Vulnerabilities in Smart Contracts
by: Gao, Jiaqi, et al.
Published: (2026)
by: Gao, Jiaqi, et al.
Published: (2026)
SseRex: Practical Symbolic Execution of Solana Smart Contracts
by: Cloosters, Tobias, et al.
Published: (2026)
by: Cloosters, Tobias, et al.
Published: (2026)
SmartBugBert: BERT-Enhanced Vulnerability Detection for Smart Contract Bytecode
by: Bu, Jiuyang, et al.
Published: (2025)
by: Bu, Jiuyang, et al.
Published: (2025)
Generative Large Language Model usage in Smart Contract Vulnerability Detection
by: Ince, Peter, et al.
Published: (2025)
by: Ince, Peter, et al.
Published: (2025)
ContractTinker: LLM-Empowered Vulnerability Repair for Real-World Smart Contracts
by: Wang, Che, et al.
Published: (2024)
by: Wang, Che, et al.
Published: (2024)
Impact of Code Transformation on Detection of Smart Contract Vulnerabilities
by: Manh, Cuong Tran, et al.
Published: (2024)
by: Manh, Cuong Tran, et al.
Published: (2024)
Vulnerability Detection in Smart Contracts: A Comprehensive Survey
by: De Baets, Christopher, et al.
Published: (2024)
by: De Baets, Christopher, et al.
Published: (2024)
Knowledge Migration Framework for Smart Contract Vulnerability Detection
by: Wang, Luqi, et al.
Published: (2024)
by: Wang, Luqi, et al.
Published: (2024)
Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection
by: Hossain, S M Mostaq, et al.
Published: (2025)
by: Hossain, S M Mostaq, et al.
Published: (2025)
TaintSentinel: Path-Level Randomness Vulnerability Detection for Ethereum Smart Contracts
by: Rezaei, Hadis, et al.
Published: (2025)
by: Rezaei, Hadis, et al.
Published: (2025)
Detect Llama -- Finding Vulnerabilities in Smart Contracts using Large Language Models
by: Ince, Peter, et al.
Published: (2024)
by: Ince, Peter, et al.
Published: (2024)
MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation
by: Sun, Guokai, et al.
Published: (2025)
by: Sun, Guokai, et al.
Published: (2025)
AI-Based Vulnerability Analysis of NFT Smart Contracts
by: Wang, Xin, et al.
Published: (2025)
by: Wang, Xin, et al.
Published: (2025)
Dual-view Aware Smart Contract Vulnerability Detection for Ethereum
by: Yao, Jiacheng, et al.
Published: (2024)
by: Yao, Jiacheng, et al.
Published: (2024)
NATLM: Detecting Defects in NFT Smart Contracts Leveraging LLM
by: Niu, Yuanzheng, et al.
Published: (2025)
by: Niu, Yuanzheng, et al.
Published: (2025)
SCRUBD: Smart Contracts Reentrancy and Unhandled Exceptions Vulnerability Dataset
by: Yashavant, Chavhan Sujeet, et al.
Published: (2024)
by: Yashavant, Chavhan Sujeet, et al.
Published: (2024)
MultiCFV: Detecting Control Flow Vulnerabilities in Smart Contracts Leveraging Multimodal Deep Learning
by: Peng, Hongli, et al.
Published: (2025)
by: Peng, Hongli, et al.
Published: (2025)
Examining the Effectiveness of Transformer-Based Smart Contract Vulnerability Scan
by: Balci, Emre, et al.
Published: (2026)
by: Balci, Emre, et al.
Published: (2026)
Improving Smart Contract Security with Contrastive Learning-based Vulnerability Detection
by: Chen, Yizhou, et al.
Published: (2024)
by: Chen, Yizhou, 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)
ExDoS: Expert-Guided Dual-Focus Cross-Modal Distillation for Smart Contract Vulnerability Detection
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
Smart Contract Fuzzing Towards Profitable Vulnerabilities
by: Kong, Ziqiao, et al.
Published: (2025)
by: Kong, Ziqiao, et al.
Published: (2025)
ContractShield: Bridging Semantic-Structural Gaps via Hierarchical Cross-Modal Fusion for Multi-Label Vulnerability Detection in Obfuscated Smart Contracts
by: Tran-Duong, Minh-Dai, et al.
Published: (2026)
by: Tran-Duong, Minh-Dai, et al.
Published: (2026)
Smart Contract Security Beyond Detection
by: Abdelaziz, Tamer
Published: (2026)
by: Abdelaziz, Tamer
Published: (2026)
Multi-Agent Collaborative Fuzzing with Continuous Reflection for Smart Contracts Vulnerability Detection
by: Chen, Jie, et al.
Published: (2025)
by: Chen, Jie, et al.
Published: (2025)
SmartOracle: Generating Smart Contract Oracle via Fine-Grained Invariant Detection
by: Su, Jianzhong, et al.
Published: (2024)
by: Su, Jianzhong, et al.
Published: (2024)
SmartGraphical: A Human-in-the-Loop Framework for Detecting Smart Contract Logical Vulnerabilities via Pattern-Driven Static Analysis and Visual Abstraction
by: Fattahdizaji, Ali, et al.
Published: (2026)
by: Fattahdizaji, Ali, et al.
Published: (2026)
Vision-Based Learning for Cyberattack Detection in Blockchain Smart Contracts and Transactions
by: Son, Do Hai, et al.
Published: (2025)
by: Son, Do Hai, et al.
Published: (2025)
Obscura: Privacy-Preserving Protocol for the Algorand Blockchain Using LSAG Ring Signatures
by: Azimi, Navid
Published: (2026)
by: Azimi, Navid
Published: (2026)
Vulnerability-Hunter: An Adaptive Feature Perception Attention Network for Smart Contract Vulnerabilities
by: Chen, Yizhou
Published: (2024)
by: Chen, Yizhou
Published: (2024)
Similar Items
-
Exploring Vulnerabilities and Concerns in Solana Smart Contracts
by: Wu, Xiangfan, et al.
Published: (2025) -
Enhancing Smart Contract Vulnerability Detection in DApps Leveraging Fine-Tuned LLM
by: Bu, Jiuyang, et al.
Published: (2025) -
LLM-SmartAudit: Advanced Smart Contract Vulnerability Detection
by: Wei, Zhiyuan, et al.
Published: (2024) -
Fuzz on the Beach: Fuzzing Solana Smart Contracts
by: Smolka, Sven, et al.
Published: (2023) -
CKG-LLM: LLM-Assisted Detection of Smart Contract Access Control Vulnerabilities Based on Knowledge Graphs
by: Li, Xiaoqi, et al.
Published: (2025)