IMDEA Networks
User Publications
Index-only Backdoor Vetting for Secure Federated PEFT of Large Language Models
Javad Dogani, Devriş İşler, Nikolaos Laoutaris
International Conference on Machine Learning. Seoul, South Korea. July 2026
Privacy Perceptions and Behaviors of LGBTQ+ Community in Türkiye (Other)
Devriş İşler, Johanna Gunawan
Workshop on Technology and Consumer Protection (ConPro ’24), co-located with IEEE Symposium on Security and Privacy. San Francisco, CA, USA. May 2024
FreqyWM: Frequency WaterMarking for the New Data Economy
Devriş İşler, Elisa Cabana, Álvaro García-Recuero, Georgia Koutrika, Nikolaos Laoutaris
International Conference on Data Engineering. Utrecht, Netherlands. May 2024
Strengthening Privacy in Robust Federated Learning through Secure Aggregation
Tianyue Chu, Devriş İşler, Nikolaos Laoutaris
Workshop on Artificial Intelligence System with Confidential Computing (AISCC 2024), co-located with NDSS Symposium 2024. San Diego, CA, USA. February 2024
Image Watermarking for Machine Learning Datasets
Palle Maesen, Devriş İşler, Nikolaos Laoutaris, Zekeriya Erkin
ACM Data Economy Workshop (DEC), co-located with ACM SIGCMOD 2023. Seattle, WA, USA. June 2023
Graph Database Watermarking Using Pseudo-Nodes
Tsvetomir Hristov, Devriş İşler, Nikolaos Laoutaris, Zekeriya Erkin
ACM Data Economy Workshop (DEC), co-located with ACM SIGCMOD 2023. Seattle, WA, USA. June 2023
FreqyWM: Frequency WaterMarking for the New Data Economy
Devriş İşler, Elisa Cabana, Álvaro García-Recuero, Georgia Koutrika, Nikolaos Laoutaris
pp. 15 , IMDEA Networks Technical Report. January 2022