4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.LG2025★ 4 cited
-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation
Haci Ismail Aslan, Philipp Wiesner, Ping Xiong +1
Graph Neural Networks (GNNs) are playing an increasingly important role in the efficient operation and security of computing systems, with applications in workload scheduling, anom…
cs.CY2024
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage
Hengzhu Liu, Tianqing Zhu, Lefeng Zhang +1
With the extensive use of machine learning technologies, data providers encounter increasing privacy risks. Recent legislation, such as GDPR, obligates organizations to remove requ…
cs.CR2024★ 1 cited
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks
Hengzhu Liu, Ping Xiong, Tianqing Zhu +1
The explosive growth of machine learning has made it a critical infrastructure in the era of artificial intelligence. The extensive use of data poses a significant threat to indivi…