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Sherpa.ai Privacy-Preserving Multi-Party Entity Alignment without Intersection Disclosure for Noisy Identifiers  🔐Homomorphic Encryption
arxiv.org·3d
Efficient Arithmetic-and-Comparison Homomorphic Encryption with Space Switching  🔐Homomorphic Encryption
arxiv.org·2d
Decentralised Trust and Security Mechanisms for IoT Networks at the Edge: A Comprehensive Review  🕸️Mesh Networking
arxiv.org·4d
Audit-or-Cast: Enforcing Honest Elections with Privacy-Preserving Public Verification  🌳Archive Merkle Trees
arxiv.org·4d
Differentially Private Model Merging  🛡️Differential Privacy
arxiv.org·1d
Optimizing Stochastic Gradient Push under Broadcast Communications  ⧗Information Bottleneck
arxiv.org·5d
Party Autonomy in Determining the Law Applicable to Non-contractual Obligations concerning Cross-Border Data Transfers  ⚖️Legal Compliance
arxiv.org·4d
Privacy-Preserving Distributed Stochastic Optimization with Homomorphic Encryption and Heterogeneous Stepsizes  🔐Homomorphic Encryption
arxiv.org·1d
ZC-Swish: Stabilizing Deep BN-Free Networks for Edge and Micro-Batch Applications  ⚡LZ4 Streaming
arxiv.org·3d
CSC: Turning the Adversary's Poison against Itself  🔐Cryptographic Archaeology
arxiv.org·1d
Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models  🔐Homomorphic Encryption
arxiv.org·1d
A Stackelberg Model for Hybridization in Cryptography  🔲Lattice Cryptography
arxiv.org·1d
Privacy, Prediction, and Allocation  🛡️Differential Privacy
arxiv.org·5d
Privatar: Scalable Privacy-preserving Multi-user VR via Secure Offloading  🛡️Differential Privacy
arxiv.org·4d
DPDSyn: Improving Differentially Private Dataset Synthesis for Model Training by Downstream Task Guidance  🛡️Differential Privacy
arxiv.org·5d
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy  💻Local LLMs
arxiv.org·5d
Privacy-Preserving Product-Quantized Approximate Nearest Neighbor Search Framework for Large-scale Datasets via A Hybrid of Fully Homomorphic Encryption and Trusted Execution Environment  🔐Homomorphic Encryption
arxiv.org·4d
Differential Privacy in Two-Layer Networks: How DP-SGD Harms Fairness and Robustness  🛡️Differential Privacy
arxiv.org·4d
HadAgent: Harness-Aware Decentralized Agentic AI Serving with Proof-of-Inference Blockchain Consensus  🤝Distributed Consensus
arxiv.org·3d
What Security and Privacy Transparency Users Need from Consumer-Facing Generative AI  🔒Privacy Archives
arxiv.org·4d

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