2 citations · 6 across the 5 of their papers we have counts for
3 papers · 1 filter
Assessing Privacy Compliance of Android Third-Party SDKs
Mark Huasong Meng, Chuan Yan, Qing Zhang +5
Third-party Software Development Kits (SDKs) are widely adopted in Android app development, to effortlessly accelerate development pipelines and enhance app functionality. However,…
Synthetic Data Aided Federated Learning Using Foundation Models
Fatima Abacha, Sin G. Teo, Lucas C. Cordeiro +1
In heterogeneous scenarios where the data distribution amongst the Federated Learning (FL) participants is Non-Independent and Identically distributed (Non-IID), FL suffers from th…
PAODING: A High-fidelity Data-free Pruning Toolkit for Debloating Pre-trained Neural Networks
Mark Huasong Meng, Hao Guan, Liuhuo Wan +3
We present PAODING, a toolkit to debloat pretrained neural network models through the lens of data-free pruning. To preserve the model fidelity, PAODING adopts an iterative process…