Alert button
Picture for Murat Kantarcioglu

Murat Kantarcioglu

Alert button

EMP: Effective Multidimensional Persistence for Graph Representation Learning

Jan 24, 2024
Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt G. Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer

Viaarxiv icon

Using AI Uncertainty Quantification to Improve Human Decision-Making

Sep 19, 2023
Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu

Figure 1 for Using AI Uncertainty Quantification to Improve Human Decision-Making
Figure 2 for Using AI Uncertainty Quantification to Improve Human Decision-Making
Figure 3 for Using AI Uncertainty Quantification to Improve Human Decision-Making
Figure 4 for Using AI Uncertainty Quantification to Improve Human Decision-Making
Viaarxiv icon

Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features

Jun 06, 2023
Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee

Figure 1 for Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Figure 2 for Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Figure 3 for Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Figure 4 for Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Viaarxiv icon

IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception

May 01, 2023
Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles Kamhoua

Figure 1 for IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception
Figure 2 for IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception
Figure 3 for IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception
Figure 4 for IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception
Viaarxiv icon

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT

Nov 24, 2022
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer

Figure 1 for Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Figure 2 for Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Figure 3 for Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Figure 4 for Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
Viaarxiv icon

The Impact of Data Distribution on Fairness and Robustness in Federated Learning

Nov 29, 2021
Mustafa Safa Ozdayi, Murat Kantarcioglu

Figure 1 for The Impact of Data Distribution on Fairness and Robustness in Federated Learning
Figure 2 for The Impact of Data Distribution on Fairness and Robustness in Federated Learning
Figure 3 for The Impact of Data Distribution on Fairness and Robustness in Federated Learning
Figure 4 for The Impact of Data Distribution on Fairness and Robustness in Federated Learning
Viaarxiv icon

Multi-concept adversarial attacks

Oct 19, 2021
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham

Figure 1 for Multi-concept adversarial attacks
Figure 2 for Multi-concept adversarial attacks
Figure 3 for Multi-concept adversarial attacks
Figure 4 for Multi-concept adversarial attacks
Viaarxiv icon

Learning Generative Deception Strategies in Combinatorial Masking Games

Sep 23, 2021
Junlin Wu, Charles Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik

Figure 1 for Learning Generative Deception Strategies in Combinatorial Masking Games
Figure 2 for Learning Generative Deception Strategies in Combinatorial Masking Games
Figure 3 for Learning Generative Deception Strategies in Combinatorial Masking Games
Figure 4 for Learning Generative Deception Strategies in Combinatorial Masking Games
Viaarxiv icon

BiFair: Training Fair Models with Bilevel Optimization

Jun 03, 2021
Mustafa Safa Ozdayi, Murat Kantarcioglu, Rishabh Iyer

Figure 1 for BiFair: Training Fair Models with Bilevel Optimization
Figure 2 for BiFair: Training Fair Models with Bilevel Optimization
Figure 3 for BiFair: Training Fair Models with Bilevel Optimization
Figure 4 for BiFair: Training Fair Models with Bilevel Optimization
Viaarxiv icon

Improving Fairness of AI Systems with Lossless De-biasing

May 10, 2021
Yan Zhou, Murat Kantarcioglu, Chris Clifton

Figure 1 for Improving Fairness of AI Systems with Lossless De-biasing
Figure 2 for Improving Fairness of AI Systems with Lossless De-biasing
Figure 3 for Improving Fairness of AI Systems with Lossless De-biasing
Figure 4 for Improving Fairness of AI Systems with Lossless De-biasing
Viaarxiv icon