3 papers
cs.CR2026
Practical Anonymous Two-Party Gradient Boosting Decision Tree
Chenyu Huang, Fan Zhang, Minxin Du +6
Structured data is well handled by gradient-boosted decision trees (GBDT), which are usually trained on vertically partitioned features across mutually distrustful parties. High sp…
cs.CV2026
Towards Compact and Robust DNNs via Compression-aware Sharpness Minimization
Jialuo He, Huangxun Chen
Sharpness-Aware Minimization (SAM) has recently emerged as an effective technique for improving DNN robustness to input variations. However, its interplay with the compactness requ…
cs.NI2025
Automating Conflict-Aware ACL Configurations with Natural Language Intents
Wenlong Ding, Jianqiang Li, Zhixiong Niu +3
ACL configuration is essential for managing network flow reachability, yet its complexity grows significantly with topologies and pre-existing rules. To carry out ACL configuration…