ML (1) ML security (1) bayesian networks (2) cybersecurity (1) data (1) differential privacy (2) edge devices (1) estimation (1) explainability (1) federated learning (1) fingerprinting (1) group differential privacy (1) intellectual property protection (3) malware (1) membership inference attack (1) microbiome (1) ml security (1) obfuscation (1) parallel composition (1) privacy (1) record linkage (1) reverse-engineering (1) synthetic data (2) vision-transformers (1) watermarking (1)

 ML (1)

Machine Learning Fingerprinting

 ML security (1)

Securing DNN models deployed on edge devices with obfuscation

 bayesian networks (2)

Estimating the result count of queries using data synthesizers
Increasing privacy for synthetic micro-data with Bayesian Networks

 cybersecurity (1)

Explainable Vision Transformer Malware Classification

 data (1)

Data fingerprinting intro

 differential privacy (2)

FedMIA against DP-SGD
A Mathematical Proof of Parallel Composition for Approximate Differential Privacy

 edge devices (1)

Securing DNN models deployed on edge devices with obfuscation

 estimation (1)

Estimating the result count of queries using data synthesizers

 explainability (1)

Explainable Vision Transformer Malware Classification

 federated learning (1)

FedMIA against DP-SGD

 fingerprinting (1)

Machine Learning Fingerprinting

 group differential privacy (1)

A Mathematical Proof of Parallel Composition for Approximate Differential Privacy

 intellectual property protection (3)

Intellectual Property Protection of Speaker Recognition ML Models
Machine Learning Fingerprinting
Data fingerprinting intro

 malware (1)

Explainable Vision Transformer Malware Classification

 membership inference attack (1)

FedMIA against DP-SGD

 microbiome (1)

Record Linkage Using Metagenomic Microbiome Profiles

 ml security (1)

Intellectual Property Protection of Speaker Recognition ML Models

 obfuscation (1)

Securing DNN models deployed on edge devices with obfuscation

 parallel composition (1)

A Mathematical Proof of Parallel Composition for Approximate Differential Privacy

 privacy (1)

Increasing privacy for synthetic micro-data with Bayesian Networks

 record linkage (1)

Record Linkage Using Metagenomic Microbiome Profiles

 reverse-engineering (1)

Explainable Vision Transformer Malware Classification

 synthetic data (2)

Estimating the result count of queries using data synthesizers
Increasing privacy for synthetic micro-data with Bayesian Networks

 vision-transformers (1)

Explainable Vision Transformer Malware Classification

 watermarking (1)

Intellectual Property Protection of Speaker Recognition ML Models