ML Anthology

Kantarcioglu, Murat

14 publications

ICLR 2025 GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning Zulfikar Alom, Tran Gia Bao Ngo, Murat Kantarcioglu, Cuneyt Gurcan Akcora
CVPRW 2025 Probing Vulnerabilities of Vision-LiDAR Based Autonomous Driving Systems Siwei Yang, Zeyu Wang, Diego Ortiz Barbosa, Luis Burbano, Murat Kantarcioglu, Alvaro A. Cárdenas, Cihang Xie
ICML 2024 Using AI Uncertainty Quantification to Improve Human Decision-Making Laura Marusich, Jonathan Bakdash, Yan Zhou, Murat Kantarcioglu
LoG 2023 EMP: Effective Multidimensional Persistence for Graph Representation Learning Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia Gel, Baris Coskunuzer
AAAI 2023 Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract) Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Yulia R. Gel
LoG 2023 United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia Gel
NeurIPS 2022 Chartalist: Labeled Graph Datasets for UTXO and Account-Based Blockchains Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia Gel, Cuneyt G Akcora
NeurIPS 2022 Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT Cuneyt G Akcora, Murat Kantarcioglu, Yulia Gel, Baris Coskunuzer
AAAI 2021 Defending Against Backdoors in Federated Learning with Robust Learning Rate Mustafa Safa Özdayi, Murat Kantarcioglu, Yulia R. Gel
AAAI 2021 Does Explainable Artificial Intelligence Improve Human Decision-Making? Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
ECML-PKDD 2021 Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
IJCAI 2020 BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu
ECML-PKDD 2018 Privacy Preserving Synthetic Data Release Using Deep Learning Nazmiye Ceren Abay, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham, Latanya Sweeney
ECML-PKDD 2011 Differentiating Code from Data in X86 Binaries Richard Wartell, Yan Zhou, Kevin W. Hamlen, Murat Kantarcioglu, Bhavani Thuraisingham