Enhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Gu, Michael, Naraparaju, Ramasoumya, Zhao, Dongfang |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation
by: Zhao, Dongfang
Published: (2024)
by: Zhao, Dongfang
Published: (2024)
HOPE: Homomorphic Order-Preserving Encryption for Outsourced Databases -- A Stateless Approach
by: Wang, Baiqiang, et al.
Published: (2024)
by: Wang, Baiqiang, et al.
Published: (2024)
Hades: Homomorphic Augmented Decryption for Efficient Symbol-comparison -- A Database's Perspective
by: Zhao, Dongfang
Published: (2024)
by: Zhao, Dongfang
Published: (2024)
Stateless and Non-Interactive Order-Preserving Encryption for Outsourced Databases through Subtractive Homomorphism
by: Zhao, Dongfang
Published: (2024)
by: Zhao, Dongfang
Published: (2024)
Differentially Private Synthetic Data Generation for Relational Databases
by: Alimohammadi, Kaveh, et al.
Published: (2024)
by: Alimohammadi, Kaveh, et al.
Published: (2024)
Privacy-Preserved Neural Graph Databases
by: Hu, Qi, et al.
Published: (2023)
by: Hu, Qi, et al.
Published: (2023)
Learning Federated Neural Graph Databases for Answering Complex Queries from Distributed Knowledge Graphs
by: Hu, Qi, et al.
Published: (2024)
by: Hu, Qi, et al.
Published: (2024)
Preventing the Popular Item Embedding Based Attack in Federated Recommendations
by: Zhang, Jun, et al.
Published: (2025)
by: Zhang, Jun, et al.
Published: (2025)
Hermes: Efficient Global Homomorphic Aggregation over Mutable Packed Ciphertexts
by: Zhao, Dongfang
Published: (2025)
by: Zhao, Dongfang
Published: (2025)
MongoDB Injection Query Classification Model using MongoDB Log files as Training Data
by: Perni, Shaunak, et al.
Published: (2026)
by: Perni, Shaunak, et al.
Published: (2026)
Nemesis: Noise-randomized Encryption with Modular Efficiency and Secure Integration in Machine Learning Systems
by: Zhao, Dongfang
Published: (2024)
by: Zhao, Dongfang
Published: (2024)
Systematic Assessment of Tabular Data Synthesis
by: Du, Yuntao, et al.
Published: (2024)
by: Du, Yuntao, et al.
Published: (2024)
VeriX-Anon: A Multi-Layered Framework for Mathematically Verifiable Outsourced Target-Driven Data Anonymization
by: Daga, Miit, et al.
Published: (2026)
by: Daga, Miit, et al.
Published: (2026)
Differentially Private Learned Indexes
by: Du, Jianzhang, et al.
Published: (2024)
by: Du, Jianzhang, et al.
Published: (2024)
TabularMark: Watermarking Tabular Datasets for Machine Learning
by: Zheng, Yihao, et al.
Published: (2024)
by: Zheng, Yihao, et al.
Published: (2024)
Towards Split Learning-based Privacy-Preserving Record Linkage
by: Zervas, Michail, et al.
Published: (2024)
by: Zervas, Michail, et al.
Published: (2024)
FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models
by: Mahyar, Abtin, et al.
Published: (2026)
by: Mahyar, Abtin, et al.
Published: (2026)
ProGQL: A Provenance Graph Query System for Cyber Attack Investigation
by: Shao, Fei, et al.
Published: (2025)
by: Shao, Fei, et al.
Published: (2025)
Learning from Anonymized and Incomplete Tabular Data
by: Lange, Lucas, et al.
Published: (2026)
by: Lange, Lucas, et al.
Published: (2026)
DPSQL+: A Differentially Private SQL Library with a Minimum Frequency Rule
by: Matsumoto, Tomoya, et al.
Published: (2026)
by: Matsumoto, Tomoya, et al.
Published: (2026)
Tracing the Data Trail: A Survey of Data Provenance, Transparency and Traceability in LLMs
by: Hohensinner, Richard, et al.
Published: (2026)
by: Hohensinner, Richard, et al.
Published: (2026)
Supersonic OT: Fast Unconditionally Secure Oblivious Transfer
by: Abadi, Aydin, et al.
Published: (2024)
by: Abadi, Aydin, et al.
Published: (2024)
CryptoTrain: Fast Secure Training on Encrypted Dataset
by: Xue, Jiaqi, et al.
Published: (2024)
by: Xue, Jiaqi, et al.
Published: (2024)
Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
by: Rohde, Florens, et al.
Published: (2024)
by: Rohde, Florens, et al.
Published: (2024)
Leveraging large language models for SQL behavior-based database intrusion detection
by: Shlezinger, Meital, et al.
Published: (2025)
by: Shlezinger, Meital, et al.
Published: (2025)
PE-means: Improved Differentially Private $k$-means Clustering through Private Evolution
by: Humphries, Thomas, et al.
Published: (2026)
by: Humphries, Thomas, et al.
Published: (2026)
Differentially Private Selection using Smooth Sensitivity
by: Chaves, Iago, et al.
Published: (2025)
by: Chaves, Iago, et al.
Published: (2025)
ResidualPlanner+: a scalable matrix mechanism for marginals and beyond
by: Xiao, Yingtai, et al.
Published: (2023)
by: Xiao, Yingtai, et al.
Published: (2023)
Privacy-Enhanced Database Synthesis for Benchmark Publishing (Technical Report)
by: Ge, Yunqing, et al.
Published: (2024)
by: Ge, Yunqing, et al.
Published: (2024)
Balancing Privacy and Efficiency: Music Information Retrieval via Additive Homomorphic Encryption
by: Wang, William Zerong, et al.
Published: (2025)
by: Wang, William Zerong, et al.
Published: (2025)
Verifiable, Efficient and Confidentiality-Preserving Graph Search with Transparency
by: Wang, Qiuhao, et al.
Published: (2025)
by: Wang, Qiuhao, et al.
Published: (2025)
Enhanced Privacy Bound for Shuffle Model with Personalized Privacy
by: Liu, Yixuan, et al.
Published: (2024)
by: Liu, Yixuan, et al.
Published: (2024)
Learned-Database Systems Security
by: Schuster, Roei, et al.
Published: (2022)
by: Schuster, Roei, et al.
Published: (2022)
Blockchain-based vs. SQL Database Systems for Digital Twin Evidence Management: A Comparative Forensic Analysis
by: Franken, Boyd, et al.
Published: (2025)
by: Franken, Boyd, et al.
Published: (2025)
Confidential Databases Without Cryptographic Mappings
by: Huang, Wenxuan, et al.
Published: (2026)
by: Huang, Wenxuan, et al.
Published: (2026)
SAMEP: A Secure Protocol for Persistent Context Sharing Across AI Agents
by: Masoor, Hari
Published: (2025)
by: Masoor, Hari
Published: (2025)
Lock Prediction for Zero-Downtime Database Encryption
by: Rakha, Mohamed Sami, et al.
Published: (2025)
by: Rakha, Mohamed Sami, et al.
Published: (2025)
Proof-Carrying Numbers (PCN): A Protocol for Trustworthy Numeric Answers from LLMs via Claim Verification
by: Solatorio, Aivin V.
Published: (2025)
by: Solatorio, Aivin V.
Published: (2025)
Mitigating Downstream Model Risks via Model Provenance
by: Wang, Keyu, et al.
Published: (2024)
by: Wang, Keyu, et al.
Published: (2024)
FHE-SQL: Fully Homomorphic Encrypted SQL Database
by: Tseng, Po-Yu, et al.
Published: (2025)
by: Tseng, Po-Yu, et al.
Published: (2025)
Similar Items
-
FRAG: Toward Federated Vector Database Management for Collaborative and Secure Retrieval-Augmented Generation
by: Zhao, Dongfang
Published: (2024) -
HOPE: Homomorphic Order-Preserving Encryption for Outsourced Databases -- A Stateless Approach
by: Wang, Baiqiang, et al.
Published: (2024) -
Hades: Homomorphic Augmented Decryption for Efficient Symbol-comparison -- A Database's Perspective
by: Zhao, Dongfang
Published: (2024) -
Stateless and Non-Interactive Order-Preserving Encryption for Outsourced Databases through Subtractive Homomorphism
by: Zhao, Dongfang
Published: (2024) -
Differentially Private Synthetic Data Generation for Relational Databases
by: Alimohammadi, Kaveh, et al.
Published: (2024)