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Privacy Engineering
🛡️ Privacy Engineering
Data Minimization, Privacy by Design, Differential Privacy, GDPR
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Benchmarking Empirical
Privacy
Protection
for Adaptations of Large Language Models
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
InfoShield:
Privacy-Preserving
Speech Representations for Mental Health Screening via Information-Theoretic Optimization
🛠
cybersecurity
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for InfoShield: Privacy-Preserving Speech Representations for Mental Health Screening via Information-Theoretic Optimization
Minimax
Private
Estimation of Smooth Optimal-Transport Maps
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Minimax Private Estimation of Smooth Optimal-Transport Maps
Sort,
Partition
, Randomize: Optimal Binary Hypothesis Testing under Local
Differential
Privacy
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Sort, Partition, Randomize: Optimal Binary Hypothesis Testing under Local Differential Privacy
CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation
Learning
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation Learning
Decentralized EM Algorithm for Gaussian Mixtures under
Data
Heterogeneity and
Partial
Labeling
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for Decentralized EM Algorithm for Gaussian Mixtures under Data Heterogeneity and Partial Labeling
No Free Lunch for Synthetic Images under
Data
Scarcity Conditions
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for No Free Lunch for Synthetic Images under Data Scarcity Conditions
SharedRequest:
Privacy-Preserving
Model-Agnostic Inference for Large Language Models
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models
SoK: Reconstruction Attacks on Synthetic Tabular
Data
(Insights from Winning the NIST CRC)
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)
AI-Native Closed-Loop
Security
for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation
Protecting
K-Nearest Neighbor Queries from Location Inference Attacks
🔒
MLSecOps
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Protecting K-Nearest Neighbor Queries from Location Inference Attacks
TeeDAO: A Decentralized Autonomous Organization for Heterogeneous TEEs
⚖️
AI Governance
Content type:
Academic
arxiv.org
·
6d
6 days ago
Actions for TeeDAO: A Decentralized Autonomous Organization for Heterogeneous TEEs
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