2 papers
cs.CR2024
Segmented Private Data Aggregation in the Multi-message Shuffle Model
Shaowei Wang, Hongqiao Chen, Sufen Zeng +8
The shuffle model of differential privacy (DP) offers compelling privacy-utility trade-offs in decentralized settings (e.g., internet of things, mobile edge networks). Particularly…
cs.CR2023
GanFinger: GAN-Based Fingerprint Generation for Deep Neural Network Ownership Verification
Huali Ren, Anli Yan, Xiaojun Ren +4
Deep neural networks (DNNs) are extensively employed in a wide range of application scenarios. Generally, training a commercially viable neural network requires significant amounts…