193 citations · 508 across the 15 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
cs.CR2025
Defending Against Beta Poisoning Attacks in Machine Learning Models
Nilufer Gulciftci, M. Emre Gursoy
Poisoning attacks, in which an attacker adversarially manipulates the training dataset of a machine learning (ML) model, pose a significant threat to ML security. Beta Poisoning is…
cs.CR2025
Post-Processing in Local Differential Privacy: An Extensive Evaluation and Benchmark Platform
Alireza Khodaie, Berkay Kemal Balioglu, Mehmet Emre Gursoy
Local differential privacy (LDP) has recently gained prominence as a powerful paradigm for collecting and analyzing sensitive data from users' devices. However, the inherent pertur…