publications

2025

1. Mech Interp ’25

   Group Equivariance Meets Mechanistic Interpretability: Equivariant Sparse Autoencoders

   Erdogan, Ege, and Lucic, Ana

   NeurIPS Mechanistic Interpretability and UniReps Workshops 2025

   Website
2. FAccT ’25

   Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods

   Dhaini, Mahdi,  Erdogan, Ege, Feldhus, Nils, and Kasneci, Gjergji

   ACM Conference on Fairness, Accountability, and Transparency 2025

   Website
3. MLMP ’25

   FreeFlow: Latent Flow Matching for Free Energy Difference Estimation

   Erdogan, Ege, Ralev, Radoslav, Rebensburg, Mika, Marquet, Céline, Klein, Leon, and Stark, Hannes

   ICLR Workshop on Machine Learning Multiscale Processes 2025

   Website

2024

1. CANS ’24

   SplitOut: Out-of-the-Box Training-Hijacking Detection in Split Learning via Outlier Detection

   Erdogan, Ege, Teksen, Unat, Celiktenyildiz, Mehmet Salih, Kupcu, Alptekin, and Cicek, A. Ercument

   International Conference on Cryptology And Network Security 2024

   Website

2023

1. GLFrontiers ’23

   Poisoning × Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks

   Erdogan, Ege, Geisler, Simon, and Günnemann, Stephan

   New Frontiers in Graph Learning Workshop (at NeurIPS ’23) 2023

   Website
2. (SRW) RANLP ’23

   Detecting ChatGPT: A Survey of the State of Detecting ChatGPT-Generated Text

   Dhaini, Mahdi, Poelman, Wessel, and Erdogan, Ege

   In Proceedings of the 8th Student Research Workshop associated with the International Conference Recent Advances in Natural Language Processing 2023

2022

1. WPES ’22

   SplitGuard: Detecting and Mitigating Training-Hijacking Attacks in Split Learning

   Erdogan, Ege, Kupcu, Alptekin, and Cicek, A Ercument

   The 21st Workshop on Privacy in the Electronic Society (at ACM CCS ’22) 2022

   Bib Website

   @article{erdogan2021splitguard,
     title = {SplitGuard: Detecting and Mitigating Training-Hijacking Attacks in Split Learning},
     author = {Erdogan, Ege and Kupcu, Alptekin and Cicek, A Ercument},
     journal = {The 21st Workshop on Privacy in the Electronic Society (at ACM CCS '22)},
     year = {2022},
   }

2. WPES ’22

   UnSplit: Data-oblivious model inversion, model stealing, and label inference attacks against split learning

   Erdogan, Ege, Kupcu, Alptekin, and Cicek, A Ercument

   The 21st Workshop on Privacy in the Electronic Society (at ACM CCS ’22) 2022

   Bib Website

   @article{erdogan2021unsplit,
     title = {UnSplit: Data-oblivious model inversion, model stealing, and label inference attacks against split learning},
     author = {Erdogan, Ege and Kupcu, Alptekin and Cicek, A Ercument},
     journal = {The 21st Workshop on Privacy in the Electronic Society (at ACM CCS '22)},
     year = {2022},
   }

2021

1. SRDS ’21

   (Demo) Zelig: Customizable Blockchain Simulator

   Erdogan, Ege, Aydin, Can Arda, Ozkasap, Oznur, and Gill, Waris

   40th International Symposium on Reliable Distributed Systems 2021

   arXiv Bib

   @article{erdogan2021zelig,
     title = {(Demo) Zelig: Customizable Blockchain Simulator},
     author = {Erdogan, Ege and Aydin, Can Arda and Ozkasap, Oznur and Gill, Waris},
     journal = {40th International Symposium on Reliable Distributed Systems},
     year = {2021},
   }