Murat Kantarcioglu

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 155

Top Venues

Publications

Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
EMP: Effective Multidimensional Persistence for Graph Representation Learning. CoRR (2024)
Indrajit Ray, Bhavani Thuraisingham, Jaideep Vaidya, Sharad Mehrotra, Vijayalakshmi Atluri, Indrakshi Ray, Murat Kantarcioglu, Ramesh Raskar, Babak Salimi, Steve Simske, Nalini Venkatasubramanian, Vivek K. Singh
SAFE-PASS: Stewardship, Advocacy, Fairness and Empowerment in Privacy, Accountability, Security, and Safety for Vulnerable Groups. SACMAT (2023)
Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Yulia R. Gel
Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract). AAAI (2023)
Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features. CoRR (2023)
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham
Attack Some while Protecting Others: Selective Attack Strategies for Attacking and Protecting Multiple Concepts. CCS (2023)
Yan Zhou, Murat Kantarcioglu, Chris Clifton
On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques. SDM (2023)
Murat Kantarcioglu
A Risk-Aware Paradigm for Privacy-Preserving Machine Learning. IEEE Data Eng. Bull. 46 (1) (2023)
Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR (2023)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Exploring the Effect of Randomness on Transferability of Adversarial Samples Against Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, James Wei, Feng Chen, Muhyun Kim, Murat Kantarcioglu, Kangkook Jee
Evading Provenance-Based ML Detectors with Adversarial System Actions. USENIX Security Symposium (2023)
Murat Kantarcioglu
Letter from IEEE TCDE Chair. IEEE Data Eng. Bull. 46 (1) (2023)
Ian Chang, Katerina Sotiraki, Weikeng Chen, Murat Kantarcioglu, Raluca A. Popa
HOLMES: Efficient Distribution Testing for Secure Collaborative Learning. USENIX Security Symposium (2023)
Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Using AI Uncertainty Quantification to Improve Human Decision-Making. CoRR (2023)
Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar, Kevin Chan, Xing Gao, Murat Kantarcioglu, Congmiao Li, Peng Liu, Quanyan Zhu
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions. CoRR (2023)
Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin
research program. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Fahad Shaon, Sazzadur Rahaman, Murat Kantarcioglu
The Queen's Guard: A Secure Enforcement of Fine-grained Access Control In Distributed Data Analytics Platforms. ACSAC (2023)
Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles A. Kamhoua
IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception. CoRR (2023)
Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. PSD (2022)
James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. AMIA (2022)
Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia R. Gel, Cuneyt Gurcan Akcora
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains. NeurIPS (2022)
Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin
A Scalable Tool for Realistic Health Data Re-identification Risk Assessment. AMIA (2022)
Andreea B. Alexandru, Luis Burbano, Mestan Firat Çeliktug, Juanita Gomez, Alvaro A. Cárdenas, Murat Kantarcioglu, Jonathan Katz
Private Anomaly Detection in Linear Controllers: Garbled Circuits vs. Homomorphic Encryption. CDC (2022)
Danfeng Daphne Yao, Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Miles Frantz, Ke Tian, Na Meng, Cristina Cifuentes, Yang Zhao, Nicholas Allen, Nathan Keynes, Barton P. Miller, Elisa Heymann, Murat Kantarcioglu, Fahad Shaon
Being the Developers' Friend: Our Experience Developing a High-Precision Tool for Secure Coding. IEEE Secur. Priv. 20 (6) (2022)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS (2022)
Murat Kantarcioglu, Barbara Carminati, Sagar Samtani, Sudip Mittal, Maanak Gupta
Enforcement of Laws and Privacy Preferences in Modern Computing Systems. CODASPY (2022)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR (2022)
J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Victor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems. AMIA (2022)
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota. WIREs Data Mining Knowl. Discov. 12 (1) (2022)
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
GINN: Fast GPU-TEE Based Integrity for Neural Network Training. CODASPY (2022)
Sagar Samtani, Hsinchun Chen, Murat Kantarcioglu, Bhavani Thuraisingham
Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI). IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. ECML/PKDD (1) (2021)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Data Science on Blockchains. KDD (2021)
Yongtai Liu, Douglas Conway, Zhiyu Wan, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering. AMIA (2021)
Mustafa Safa Özdayi, Murat Kantarcioglu, Rishabh Iyer
BiFair: Training Fair Models with Bilevel Optimization. CoRR (2021)
Junlin Wu, Charles A. Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik
Learning Generative Deception Strategies in Combinatorial Masking Games. CoRR (2021)
Friedhelm Victor, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu
Alphacore: Data Depth based Core Decomposition. KDD (2021)
Harsh Desai, Murat Kantarcioglu
SECAUCTEE: Securing Auction Smart Contracts using Trusted Execution Environments. Blockchain (2021)
Junlin Wu, Charles A. Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik
Learning Generative Deception Strategies in Combinatorial Masking Games. GameSec (2021)
Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Yulia R. Gel
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. CoRR (2021)
Yan Zhou, Murat Kantarcioglu, Chris Clifton
Improving Fairness of AI Systems with Lossless De-biasing. CoRR (2021)
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Vyacheslav Lyubchich, Bhavani M. Thuraisingham
GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Elisa Bertino, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Sagar Samtani, Sudip Mittal, Maanak Gupta
AI for Security and Security for AI. CODASPY (2021)
Mustafa Safa Özdayi, Murat Kantarcioglu, Yulia R. Gel
Defending against Backdoors in Federated Learning with Robust Learning Rate. AAAI (2021)
Fahad Shaon, Sazzadur Rahaman, Murat Kantarcioglu
SecureDL: Securing Code Execution and Access Control for Distributed Data Analytics Platforms. CoRR (2021)
Weikeng Chen, Katerina Sotiraki, Ian Chang, Murat Kantarcioglu, Raluca Ada Popa
HOLMES: A Platform for Detecting Malicious Inputs in Secure Collaborative Computation. IACR Cryptol. ePrint Arch. 2021 (2021)
Mustafa Safa Özdayi, Murat Kantarcioglu
The Impact of Data Distribution on Fairness and Robustness in Federated Learning. CoRR (2021)
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Does Explainable Artificial Intelligence Improve Human Decision-Making? AAAI (2021)
Sagar Samtani, Murat Kantarcioglu, Hsinchun Chen
A Multi-Disciplinary Perspective for Conducting Artificial Intelligence-enabled Privacy Analytics: Connecting Data, Algorithms, and Systems. ACM Trans. Manag. Inf. Syst. 12 (1) (2021)
Mustafa Safa Özdayi, Murat Kantarcioglu
The Impact of Data Distribution on Fairness and Robustness in Federated Learning. TPS-ISA (2021)
J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic. CoRR (2021)
Harsh Bimal Desai, Mustafa Safa Özdayi, Murat Kantarcioglu
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture. CODASPY (2021)
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham
Multi-concept adversarial attacks. CoRR (2021)
Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel
Smart Vectorizations for Single and Multiparameter Persistence. CoRR (2021)
Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou
Robust Transparency Against Model Inversion Attacks. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Blockchain Networks: Data Structures of Bitcoin, Monero, Zcash, Ethereum, Ripple and Iota. CoRR (2021)
Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu
Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph? SDM (2020)
Md Shihabul Islam, Mustafa Safa Özdayi, Latifur Khan, Murat Kantarcioglu
Secure IoT Data Analytics in Cloud via Intel SGX. CLOUD (2020)
Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu
Does Explainable Artificial Intelligence Improve Human Decision-Making? CoRR (2020)
Jairo Giraldo, Alvaro A. Cárdenas, Murat Kantarcioglu, Jonathan Katz
Adversarial Classification Under Differential Privacy. NDSS (2020)
Cuneyt Gurcan Akcora, Sudhanva Purusotham, Yulia R. Gel, Mitchell Krawiec-Thayer, Murat Kantarcioglu
How to Not Get Caught When You Launder Money on Blockchain? CoRR (2020)
Fahad Shaon, Murat Kantarcioglu
SGX-IR: Secure Information Retrieval with Trusted Processors. DBSec (2020)
Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu
BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain. IJCAI (2020)
Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Ke Tian, Miles Frantz, Na Meng, Barton P. Miller, Fahad Shaon, Murat Kantarcioglu, Danfeng (Daphne) Yao
Deployment-quality and Accessible Solutions for Cryptography Code Development. CODASPY (2020)
Mustafa Safa Özdayi, Murat Kantarcioglu, Bradley A. Malin
Leveraging Blockchain for Immutable Logging and Querying Across Multiple Sites. CoRR (2020)
Vibha Belavadi, Yan Zhou, Jonathan Z. Bakdash, Murat Kantarcioglu, Daniel C. Krawczyk, Linda Nguyen, Jelena Rakic, Bhavani M. Thuriasingham
MultiModal Deception Detection: Accuracy, Applicability and Generalizability. TPS-ISA (2020)
Mustafa Safa Özdayi, Murat Kantarcioglu, Yulia R. Gel
Defending Against Backdoors in Federated Learning with Robust Learning Rate. CoRR (2020)
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment. CoRR (2020)
Harsh Bimal Desai, Mustafa Safa Özdayi, Murat Kantarcioglu
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture. CoRR (2020)
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments. TPS-ISA (2020)
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuriasingham
Attacking Machine Learning Models for Social Good. GameSec (2020)
Mustafa Safa Özdayi, Murat Kantarcioglu, Rishabh Iyer
Improving Accuracy of Federated Learning in Non-IID Settings. CoRR (2020)
Md Shihabul Islam, Mustafa Safa Özdayi, Latifur Khan, Murat Kantarcioglu
Secure IoT Data Analytics in Cloud via Intel SGX. CoRR (2020)
Fang-Yu Rao, Jianneng Cao, Elisa Bertino, Murat Kantarcioglu
Hybrid Private Record Linkage: Separating Differentially Private Synopses from Matching Records. ACM Trans. Priv. Secur. 22 (3) (2019)
Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin
Biomedical Research Cohort Membership Disclosure on Social Media. AMIA (2019)
Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Ke Tian, Miles Frantz, Na Meng, Barton P. Miller, Fahad Shaon, Murat Kantarcioglu, Danfeng (Daphne) Yao
Poster: Deployment-quality and Accessible Solutions for Cryptography Code Development. CCS (2019)
Md Shihabul Islam, Harsh Verma, Latifur Khan, Murat Kantarcioglu
Secure Real-Time Heterogeneous IoT Data Management System. TPS-ISA (2019)
Murat Kantarcioglu
Securing Big Data: New Access Control Challenges and Approaches. SACMAT (2019)
Murat Kantarcioglu, Fahad Shaon
Securing Big Data in the Age of AI. TPS-ISA (2019)
Harsh Desai, Murat Kantarcioglu, Lalana Kagal
A Hybrid Blockchain Architecture for Privacy-Enabled and Accountable Auctions. Blockchain (2019)
Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani M. Thuraisingham
ChainNet: Learning on Blockchain Graphs with Topological Features. ICDM (2019)
Yitao Li, Umar Islambekov, Cuneyt Gurcan Akcora, Ekaterina Smirnova, Yulia R. Gel, Murat Kantarcioglu
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph. CoRR (2019)
Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Umar D. Islambekov, Murat Kantarcioglu, Yahui Tian, Bhavani M. Thuraisingham
ChainNet: Learning on Blockchain Graphs with Topological Features. CoRR (2019)
Murat Kantarcioglu, Elena Ferrari
Research Challenges at the Intersection of Big Data, Security and Privacy. Frontiers Big Data 2 (2019)
Sazzadur Rahaman, Ya Xiao, Sharmin Afrose, Fahad Shaon, Ke Tian, Miles Frantz, Murat Kantarcioglu, Danfeng (Daphne) Yao
CryptoGuard: High Precision Detection of Cryptographic Vulnerabilities in Massive-sized Java Projects. CCS (2019)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
Adversarial Active Learning in the Presence of Weak and Malicious Oracles. PAKDD (Workshops) (2019)
Imrul Chowdhury Anindya, Murat Kantarcioglu, Bradley A. Malin
Determining the Impact of Missing Values on Blocking in Record Linkage. PAKDD (3) (2019)
Yan Zhou, Murat Kantarcioglu, Bowei Xi
A survey of game theoretic approach for adversarial machine learning. WIREs Data Mining Knowl. Discov. 9 (3) (2019)
Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu
BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain. CoRR (2019)
Haipei Sun, Boxiang Dong, Bo Zhang, Wendy Hui Wang, Murat Kantarcioglu
Sensitive Task Assignments in Crowdsourcing Markets with Colluding Workers. ICDE (2018)
Jun Jiang, Bowei Xi, Murat Kantarcioglu
Spatial counts under differential privacy mechanism on changing spatial scales. Comput. Secur. 77 (2018)
Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin
Detecting the Presence of an Individual in Phenotypic Summary Data. AMIA (2018)
Kevin Liu, Harsh Desai, Lalana Kagal, Murat Kantarcioglu
Enforceable Data Sharing Agreements Using Smart Contracts. CoRR (2018)
Cuneyt Gurcan Akcora, Asim Kumer Dey, Yulia R. Gel, Murat Kantarcioglu
Forecasting Bitcoin Price with Graph Chainlets. PAKDD (3) (2018)
Yan Zhou, Yasmeen Alufaisan, Murat Kantarcioglu
Data Mining with Algorithmic Transparency. PAKDD (1) (2018)
Imrul Chowdhury Anindya, Murat Kantarcioglu
Adversarial Anomaly Detection Using Centroid-Based Clustering. IRI (2018)
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel
Blockchain Data Analytics. ICDM (2018)
Cuneyt Gurcan Akcora, Jonathan Z. Bakdash, Yulia R. Gel, Murat Kantarcioglu, Laura R. Marusich, Bhavani M. Thuraisingham
Attacklets: Modeling High Dimensionality in Real World Cyberattacks. ISI (2018)
Wutao Wei, Bowei Xi, Murat Kantarcioglu
Adversarial Clustering: A Grid Based Clustering Algorithm Against Active Adversaries. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Murat Kantarcioglu