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Author

Shunhui Ji

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2026

Toward Harmless Ownership Verification for Automatic Speech Recognition via Synthetic Lexical Domains

Automatic speech recognition (ASR) has been widely applied in intelligent assistants and voice services, and high-performance ASR models trained on large-scale speech data have become important commercial assets. However, the protection and verification of ASR model ownership face significant challenges. Most existing...

Hanbo Cai, Peng-Cheng Zhang, Yan Xiao et al. · 0 citations
Conference Jul 2026

SD-MIL: A Two-Stage De-Noising Framework for Smart Contract Vulnerability Detection via Multi-Instance Learning

Safeguarding smart contracts is paramount to the security of the blockchain ecosystem. In recent years, numerous studies have employed deep learning techniques to detect vulnerabilities in smart contracts based on their bytecode. However, such approaches are primarily limited by inherent code redundancy and coarse-grai...

Jia-Ying Xie, Yan-Xiang Tong, Xiao Wang et al. · 0 citations
Conference Jul 2026

LLM-Driven Smart Contract Vulnerability Detection Based on Heterogeneous Graphs

As a core technology in blockchain-based systems, smart contracts are widely used in various fields. Meanwhile, their post-deployment immutability and financial nature render vulnerabilities attractive to attackers, as evidenced by significant economic losses, making smart contract vulnerability detection a critical ta...

Yunhan Zhang, Yan-Xiang Tong, Ben Wang et al. · 0 citations

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