From Split to Share: Private Inference with Distributed Feature Sharing

Cloud-based Machine Learning as a Service MLaaS raises serious privacy concerns when handling sensitive client data. Existing Private Inference PI methods face a fundamental trade-off between privacy and efficiency: cryptographic approaches offer strong protection but incur high computational...

CubeFS Security Feature Issue Vulnerability

CubeFS is a cloud-native file storage for CubeFS individual developers. A security signature issue vulnerability exists in versions prior to CubeFS 3.3.1 that stems from the use of an insecure random string generator to generate user-specific sensitive keys. An attacker can escalate privileges by...