Murat Bilgehan Ertan

According to our database, Murat Bilgehan Ertan authored at least 9 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization.

Murat Bilgehan Ertan, Xiaochen Zhu, Phuong Ha Nguyen, Marten van Dijk, Srinivas Devadas

CoRR, May, 2026

Trade-off Functions for DP-SGD with Subsampling based on Random Shuffling: Tight Upper and Lower Bounds.

Marten van Dijk, Murat Bilgehan Ertan

CoRR, May, 2026

On the Evidentiary Limits of Membership Inference for Copyright Auditing.

Murat Bilgehan Ertan, Emirhan Böge, Min Chen, Kaleel Mahmood, Marten van Dijk

CoRR, January, 2026

Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD.

Murat Bilgehan Ertan, Marten van Dijk

CoRR, January, 2026

Beyond Stop Signs: Why Evasion Attacks Matter Even More.

Kaleel Mahmood, Murat Bilgehan Ertan, Marten van Dijk

IEEE Secur. Priv., 2026

TOSSS: A CVE-based Software Security Benchmark for Large Language Models.

Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen

Proceedings of the 12th ACM International Workshop on Security and Privacy Analytics, 2026

2025

Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks.

Murat Bilgehan Ertan, Ronak Sahu, Phuong Ha Nguyen, Kaleel Mahmood, Marten van Dijk

CoRR, April, 2025

Unveiling Cyber Threat Actors: A Hybrid Deep Learning Approach for Behavior-Based Attribution.

Emirhan Böge, Murat Bilgehan Ertan, Halit Alptekin, Orçun Çetin

Digit. Threat. Res. Pract., 2025

A Biologically Inspired Filter Significance Assessment Method for Model Explanation.

Emirhan Böge, Yasemin Gunindi, Murat Bilgehan Ertan, Erchan Aptoula, Nihan Alp, Huseyin Ozkan

Proceedings of the Explainable Artificial Intelligence, 2025