57 citations · 73 across the 7 of their papers we have counts for
4 papers · 1 filter
From See to Shield: ML-Assisted Fine-Grained Access Control for Visual Data
Mete Harun Akcay, Buse Gul Atli, Siddharth Prakash Rao +1
As the volume of stored data continues to grow, identifying and protecting sensitive information within large repositories becomes increasingly challenging, especially when shared…
WAFFLE: Watermarking in Federated Learning
Buse Gul Atli, Yuxi Xia, Samuel Marchal +1
Federated learning is a distributed learning technique where machine learning models are trained on client devices in which the local training data resides. The training is coordin…
DAWN: Dynamic Adversarial Watermarking of Neural Networks
Sebastian Szyller, Buse Gul Atli, Samuel Marchal +1
Training machine learning (ML) models is expensive in terms of computational power, amounts of labeled data and human expertise. Thus, ML models constitute intellectual property (I…
Online Feature Ranking for Intrusion Detection Systems
Buse Gul Atli, Alexander Jung
Many current approaches to the design of intrusion detection systems apply feature selection in a static, non-adaptive fashion. These methods often neglect the dynamic nature of ne…