2 papers
cs.CR2026
Quantization as a Malicious Task: Removing Quantization-Conditioned Backdoors via Task Arithmetic
Kaihsun Yang, Min-Yan Tsai, Chia-Mu Yu
Model quantization is widely adopted to reduce memory usage and inference cost when deploying deep neural networks on resource-constrained devices. However, recent studies have rev…
cs.CR2025
Fine-grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams
Xinyu Li, Xuebin Ren, Shusen Yang +2
Local Differential Privacy (LDP) enables massive data collection and analysis while protecting end users' privacy against untrusted aggregators. It has been applied to various data…