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1. Efficient Zero-Knowledge Argument for Bilinear Matrix Relation over the Residue Ring NSTL国家科技图书文献中心

Yuan Tian | Yongda Pang - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 87～105 - 共19页

摘要：In private computing applications various data | relations can be represented by or reduced to some matrix | relations. In addition, the residue ring Z_m is one of the | most widely used arithmetic systems in practice. One | of the main challenges in constructing zero

关键词： Zero-Knowledge | Bilinear matrix equation | ∑-Protocol | Residue ring | Galois ring

2. Blockchain-Driven Searchable Privacy Preserving Data Sharing for Manufacturing Collaboration NSTL国家科技图书文献中心

Zi Jiao | Fucai Zhou ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 3～21 - 共19页

摘要：Manufacturing collaboration is dedicated to | interconnecting formerly isolated factories under the drive of | projects to enhance production efficiency. However, some | data contains privacy concerns, and legal disputes | among collaborating factories that are common. In this

关键词： Industrial collaboration | Privacy preserving | Searchable encryption | Integrity | Blockchain | Proof

3. Cross-Chain Asset Trading Scheme Without Trusted Third-Party NSTL国家科技图书文献中心

Bo Li | Yuling Chen ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 39～51 - 共13页

摘要：The development of blockchain technology is | influenced by user diversity and application scenarios | , resulting in limitations on the applicability of assets | . Although cloud computing is renowned for facilitating | cross-chain token transfers, it lacks a robust trust

关键词： Cross-chain | Relay chain | Asset transactions

4. SSINsAuth: Fast Batch Handover Authentication Protocol in Space-Sea Integrated Networks NSTL国家科技图书文献中心

Jingwei Song | Xuru Li ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 141～159 - 共19页

摘要：Low Earth Orbit (LEO) satellite constellations | are well-suited for space-sea integrated networks | (SSINs) due to their low communication latency and | worldwide coverage. These constellations serve as the | first line of defense in ensuring the information

关键词： LEO satellite network | Batch handover authentication | Pedersen commitment | Pre-authentication

5. In-Context Learning with Differentially Private Text Sanitization in Large Language Models NSTL国家科技图书文献中心

Jiluan Fan | Pei-Gen Ye ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 294～303 - 共10页

摘要：With the increasing popularity of cloud-based | large language models, users often inadvertently input | text containing personal information during | interactions, leading to significant privacy concerns. To | address this challenge, we propose an in-context

关键词： In-Context learning | Differential privacy | Large language model

6. Social Media User Geolocation Based on Large Language Models NSTL国家科技图书文献中心

Meng Zhang | Xiangyang Luo ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 304～312 - 共9页

摘要：In the digital age, social media platforms | have amassed a wealth of user-generated content | , which contains valuable geographic information | . However, the irregularities and noise in user-generated | text, have led to suboptimal performance in

关键词： Social media | User-generated text | Unsupervised user geolocation | Large language model

7. Secure Key Exchange via Transparent Reverse Firewalls NSTL国家科技图书文献中心

Jiahao Liu | Jinshu Su ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 160～177 - 共18页

摘要：In this work, we study secure authenticated | key exchange (AKE) protocols in a scenario where an | adversary subverts the implementation of honest parties in | an undetectable manner, thereby gaining access to | confidential information. Mironov and Stephens-Davidowitz

关键词： Subversion resilience | Authenticated key exchange | Security model | Partnering

8. Securing Networks: A Deep Learning Approach with Explainable AI (XAI) and Federated Learning for Intrusion Detection NSTL国家科技图书文献中心

Kazi Fatema | Mehrin Anannya ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 260～275 - 共16页

摘要：In the constantly evolving field of | cybersecurity, safeguarding sensitive data from hazardous | incidents is critical. Traditional intrusion detection | systems (IDS) frequently rely on centralized data | gathering and processing, which raises privacy and

关键词： Intrusion detection | Deep learning | Explainable AI | Federated learning

9. An Efficient Threshold Ring Signature from G+G Identification Protocol NSTL国家科技图书文献中心

Chunhui Wu | Siwei Jiang ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 211～221 - 共11页

摘要：Threshold ring signature confirms that t | signers are participating in the signature and keep them | anonymous. It is a generalization of ring signature, and | has many important applications such as whistle | -blower, e-voting and blockchain et al. In this paper

关键词： Lattice-based cryptography | Threshold ring signature | Gaussian convolution | Fiat-Shamir heuristic | Blockchain

10. UltraCommander: Ultrasonic Side Channel Attack via Browser Extensions NSTL国家科技图书文献中心

Yingli Duan | Weizhi Meng ... - 《Data Security and Privacy Protection,Part I》 - International Conference on Data Security and Privacy Protection - 2025, - 195～210 - 共16页

摘要：Ultrasound, imperceptible to the human ear | , emerges as a potent carrier of information. Exploiting | its covert nature, a growing number of both | malicious entities and researchers delve into its | potential privacy threats. Simultaneously, the surge in

摘要：In private computing applications various data | relations can be represented by or reduced to some matrix | relations. In addition, the residue ring Z_m is one of the | most widely used arithmetic systems in practice. One | of the main challenges in constructing zero

关键词： Zero-Knowledge | Bilinear matrix equation | ∑-Protocol | Residue ring | Galois ring

摘要：Manufacturing collaboration is dedicated to | interconnecting formerly isolated factories under the drive of | projects to enhance production efficiency. However, some | data contains privacy concerns, and legal disputes | among collaborating factories that are common. In this

关键词： Industrial collaboration | Privacy preserving | Searchable encryption | Integrity | Blockchain | Proof

摘要：The development of blockchain technology is | influenced by user diversity and application scenarios | , resulting in limitations on the applicability of assets | . Although cloud computing is renowned for facilitating | cross-chain token transfers, it lacks a robust trust

关键词： Cross-chain | Relay chain | Asset transactions

摘要：Low Earth Orbit (LEO) satellite constellations | are well-suited for space-sea integrated networks | (SSINs) due to their low communication latency and | worldwide coverage. These constellations serve as the | first line of defense in ensuring the information

关键词： LEO satellite network | Batch handover authentication | Pedersen commitment | Pre-authentication

摘要：With the increasing popularity of cloud-based | large language models, users often inadvertently input | text containing personal information during | interactions, leading to significant privacy concerns. To | address this challenge, we propose an in-context

关键词： In-Context learning | Differential privacy | Large language model

摘要：In the digital age, social media platforms | have amassed a wealth of user-generated content | , which contains valuable geographic information | . However, the irregularities and noise in user-generated | text, have led to suboptimal performance in

关键词： Social media | User-generated text | Unsupervised user geolocation | Large language model

摘要：In this work, we study secure authenticated | key exchange (AKE) protocols in a scenario where an | adversary subverts the implementation of honest parties in | an undetectable manner, thereby gaining access to | confidential information. Mironov and Stephens-Davidowitz

关键词： Subversion resilience | Authenticated key exchange | Security model | Partnering

摘要：In the constantly evolving field of | cybersecurity, safeguarding sensitive data from hazardous | incidents is critical. Traditional intrusion detection | systems (IDS) frequently rely on centralized data | gathering and processing, which raises privacy and

关键词： Intrusion detection | Deep learning | Explainable AI | Federated learning

摘要：Threshold ring signature confirms that t | signers are participating in the signature and keep them | anonymous. It is a generalization of ring signature, and | has many important applications such as whistle | -blower, e-voting and blockchain et al. In this paper

关键词： Lattice-based cryptography | Threshold ring signature | Gaussian convolution | Fiat-Shamir heuristic | Blockchain

摘要：Ultrasound, imperceptible to the human ear | , emerges as a potent carrier of information. Exploiting | its covert nature, a growing number of both | malicious entities and researchers delve into its | potential privacy threats. Simultaneously, the surge in

关键词： Ultrasound | Side-channel attack | Chrome extension | User privacy | Audio output

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