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Privacy Tech
๐ต๏ธ Privacy Tech
PET, MPC, Differential Privacy, OpenMined
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SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT
ย
๐ง
AI Research
ย
Content type:
Academic
arxiv.org
ยท
1d
1 day ago
Actions for SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT
Latency-Aware, High-Throughput
Homomorphic
AES Evaluation with CKKS
ย
๐
Cryptography
eprint.iacr.org
ยท
3d
3 days ago
Actions for Latency-Aware, High-Throughput Homomorphic AES Evaluation with CKKS
Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for
Differential
Privacy
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Asymptotic Optimality of the High-Dimensional Gaussian Mechanism and Improved Low-Dimensional Mechanisms for Differential Privacy
On the Additive Sensitivity of LZ77 Under Consecutive Edits
ย
๐
Cryptography
eprint.iacr.org
ยท
1d
1 day ago
Actions for On the Additive Sensitivity of LZ77 Under Consecutive Edits
Fixed-Parameter Tractability of
Private
Synthetic
Data
Generation
ย
๐ค
MPC
ย
Content type:
Academic
arxiv.org
ยท
1d
1 day ago
Actions for Fixed-Parameter Tractability of Private Synthetic Data Generation
High-Accuracy, Poisoning-Resilient Frequency Estimation in the Shuffle Model
ย
๐
Cryptography
eprint.iacr.org
ยท
3d
3 days ago
Actions for High-Accuracy, Poisoning-Resilient Frequency Estimation in the Shuffle Model
On Choosing the $\
mu
$ Parameter in Gaussian
Differential
Privacy
ย
๐ค
MPC
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for On Choosing the $\mu$ Parameter in Gaussian Differential Privacy
From Transactions to Records: Reconceptualizing Blockchain Systems through a Lifecycle Lens
ย
๐
Web3
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for From Transactions to Records: Reconceptualizing Blockchain Systems through a Lifecycle Lens
Fully Oblivious
Differential
Privacy
for Frequency Estimation in the Augmented Shuffle Model with Trusted Processors
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Fully Oblivious Differential Privacy for Frequency Estimation in the Augmented Shuffle Model with Trusted Processors
An End-to-End
Encrypted
Control Pipeline for
Multi-Agent
Coordination via CKKS
Homomorphic
Encryption
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for An End-to-End Encrypted Control Pipeline for Multi-Agent Coordination via CKKS Homomorphic Encryption
EnclaveScale: Hardware-Assisted Edge-DP for
Secure
Data
Centre Power Telemetry
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for EnclaveScale: Hardware-Assisted Edge-DP for Secure Data Centre Power Telemetry
Benchmarking Empirical
Privacy
Protection for Adaptations of Large Language Models
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
ยท
Cited by 1 article
Actions for Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
Sort,
Partition
, Randomize: Optimal Binary Hypothesis Testing under Local
Differential
Privacy
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy
Differentially
Private
Synthetic
Data
via APIs 4: Tabular
Data
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Differentially Private Synthetic Data via APIs 4: Tabular Data
SoK: Reconstruction Attacks on Synthetic Tabular
Data
(Insights from Winning the NIST CRC)
ย
๐
Cryptography
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)
No Free Lunch for Synthetic Images under
Data
Scarcity Conditions
ย
๐ง
AI Research
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for No Free Lunch for Synthetic Images under Data Scarcity Conditions
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