Tag: Data Privacy

A new study introduces auditable update-utility certificates that verifiably measure the value of each client's contribution in personalized federated learning ...

A new systematic survey maps the full landscape of privacy attacks on deep learning and finds that while differential privacy ...

A new federated learning framework called FedEntGate uses entropy-aware dynamic gating and adaptive differential privacy to cut communication overhead by ...

A systematic review of 41 studies reveals that distributed machine learning, led by federated learning, is rapidly reshaping precision agriculture ...

Researchers in Porto systematically showed that an inverse Quantile Graph mapping can generate synthetic time series that preserve marginal distributions ...

A new PRISMA-based systematic review of 108 studies finds that most healthcare AI technologies remain at intermediate technology readiness levels, ...

Researchers argue that a cyclical value-chain framework can diagnose where artificial intelligence creates and destroys public value across data collection, ...

Larry Ellison, co-founder and chief technology officer of Oracle, has set off a wave of excitement and perplexity by declaring ...