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SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT

ย ๐Ÿง AI Research ย Content type: Academic
arxiv.orgยท

Latency-Aware, High-Throughput Homomorphic AES Evaluation with CKKS

ย ๐Ÿ”‘Cryptography
eprint.iacr.orgยท

Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

On the Additive Sensitivity of LZ77 Under Consecutive Edits

ย ๐Ÿ”‘Cryptography
eprint.iacr.orgยท

Fixed-Parameter Tractability of Private Synthetic Data Generation

ย ๐ŸคMPC ย Content type: Academic
arxiv.orgยท

High-Accuracy, Poisoning-Resilient Frequency Estimation in the Shuffle Model

ย ๐Ÿ”‘Cryptography
eprint.iacr.orgยท

On Choosing the $\mu$ Parameter in Gaussian Differential Privacy

ย ๐ŸคMPC ย Content type: Academic
arxiv.orgยท

From Transactions to Records: Reconceptualizing Blockchain Systems through a Lifecycle Lens

ย ๐ŸŒWeb3 ย Content type: Academic
arxiv.orgยท

Fully Oblivious Differential Privacy for Frequency Estimation in the Augmented Shuffle Model with Trusted Processors

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

An End-to-End Encrypted Control Pipeline for Multi-Agent Coordination via CKKS Homomorphic Encryption

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

EnclaveScale: Hardware-Assisted Edge-DP for Secure Data Centre Power Telemetry

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยทยทCited by 1 article

Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

Differentially Private Synthetic Data via APIs 4: Tabular Data

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)

ย ๐Ÿ”‘Cryptography ย Content type: Academic
arxiv.orgยท

No Free Lunch for Synthetic Images under Data Scarcity Conditions

ย ๐Ÿง AI Research ย Content type: Academic
arxiv.orgยท

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