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ORCIDMurat Kantarcioglu
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- affiliation: Virginia Polytechnic Institute, Blacksburg, VA, USA
- affiliation: University of Texas at Dallas, USA
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2020 – today
- 2024
[j63]Ozgu Can
, Tunahan Dag, Murat Kantarcioglu:
A Blockchain-Based Hybrid Architecture for Auditable Consent Management. IEEE Access 12: 100419-100445 (2024)- [c204]Md Shihabul Islam, Mahmoud Zamani, Kevin W. Hamlen, Latifur Khan, Murat Kantarcioglu:
Ensuring End-to-End IoT Data Security and Privacy Through Cloud-Enhanced Confidential Computing. DBSec 2024: 71-91 - [c203]Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin:
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. EMNLP 2024: 6130-6151 - [c202]Laura Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu:
Using AI Uncertainty Quantification to Improve Human Decision-Making. ICML 2024 - [c201]James Thomas Brown, Ellen Wright Clayton, Michael E. Matheny, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research. PSD 2024: 67-83 - [i44]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 abs/2401.13713 (2024) - [i43]Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin:
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. CoRR abs/2410.08320 (2024) - [i42]Chengen Wang, Murat Kantarcioglu:
How to Backdoor Consistency Models? CoRR abs/2410.19785 (2024) - 2023
- [j62]Murat Kantarcioglu:
Letter from IEEE TCDE Chair. IEEE Data Eng. Bull. 46(1): 2 (2023) - [j61]Murat Kantarcioglu:
A Risk-Aware Paradigm for Privacy-Preserving Machine Learning. IEEE Data Eng. Bull. 46(1): 4-8 (2023) - [j60]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:
Managing re-identification risks while providing access to the All of Us research program. J. Am. Medical Informatics Assoc. 30(5): 907-914 (2023) - [j59]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): 83-99 (2023) - [c200]Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Yulia R. Gel:
Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract). AAAI 2023: 16386-16387 - [c199]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: 241-255 - [c198]Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham:
Attack Some while Protecting Others: Selective Attack Strategies for Attacking and Protecting Multiple Concepts. CCS 2023: 801-814 - [c197]Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles A. Kamhoua:
IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception. FLAIRS 2023 - [c196]Yuzhou Chen, Ignacio Segovia-Dominguez, Cuneyt Gurcan Akcora, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
EMP: Effective Multidimensional Persistence for Graph Representation Learning. LoG 2023: 24 - [c195]Zhiwei Zhen, Yuzhou Chen, Murat Kantarcioglu, Kangkook Jee, Yulia R. Gel:
United We Stand, Divided We Fall: Networks to Graph (N2G) Abstraction for Robust Graph Classification Under Graph Label Corruption. LoG 2023: 30 - [c194]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: 145-155 - [c193]Yan Zhou, Murat Kantarcioglu, Chris Clifton:
On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques. SDM 2023: 874-882 - [c192]Chengen Wang, Yan Zhou, Kangkook Jee, Murat Kantarcioglu:
An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy. TPS-ISA 2023: 169-176 - [c191]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: 1199-1216 - [c190]Ian Chang, Katerina Sotiraki, Weikeng Chen, Murat Kantarcioglu, Raluca A. Popa:
HOLMES: Efficient Distribution Testing for Secure Collaborative Learning. USENIX Security Symposium 2023: 4823-4840 - [i41]Joseph Bao, Murat Kantarcioglu, Yevgeniy Vorobeychik, Charles A. Kamhoua:
IoTFlowGenerator: Crafting Synthetic IoT Device Traffic Flows for Cyber Deception. CoRR abs/2305.00925 (2023) - [i40]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 abs/2306.00934 (2023) - [i39]Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora:
Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain. CoRR abs/2306.07974 (2023) - [i38]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 abs/2309.01281 (2023) - [i37]Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu:
Using AI Uncertainty Quantification to Improve Human Decision-Making. CoRR abs/2309.10852 (2023) - 2022
- [j58]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): 43-52 (2022) - [j57]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): 853-863 (2022) - [j56]Sagar Samtani, Hsinchun Chen, Murat Kantarcioglu, Bhavani Thuraisingham:
Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI). IEEE Trans. Dependable Secur. Comput. 19(4): 2149-2150 (2022) - [j55]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) - [c189]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 - [c188]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 - [c187]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 - [c186]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: 7746-7753 - [c185]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
GINN: Fast GPU-TEE Based Integrity for Neural Network Training. CODASPY 2022: 4-15 - [c184]Murat Kantarcioglu, Barbara Carminati, Sagar Samtani, Sudip Mittal, Maanak Gupta:
Enforcement of Laws and Privacy Preferences in Modern Computing Systems. CODASPY 2022: 338-339 - [c183]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. NeurIPS 2022 - [c182]Kiarash Shamsi, Friedhelm Victor, Murat Kantarcioglu, Yulia R. Gel, Cuneyt Gurcan Akcora:
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains. NeurIPS 2022 - [c181]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: 361-374 - [i36]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer:
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT. CoRR abs/2211.13708 (2022) - 2021
- [j54]Yasmeen Alufaisan, Murat Kantarcioglu, Yan Zhou:
Robust Transparency Against Model Inversion Attacks. IEEE Trans. Dependable Secur. Comput. 18(5): 2061-2073 (2021) - [j53]Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu:
Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. 16: 4966-4987 (2021) - [j52]Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Vyacheslav Lyubchich, Bhavani Thuraisingham:
GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks. IEEE Trans. Knowl. Data Eng. 33(1): 116-127 (2021) - [j51]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): 1:1-1:18 (2021) - [c180]Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu:
Does Explainable Artificial Intelligence Improve Human Decision-Making? AAAI 2021: 6618-6626 - [c179]Mustafa Safa Özdayi, Murat Kantarcioglu, Yulia R. Gel:
Defending against Backdoors in Federated Learning with Robust Learning Rate. AAAI 2021: 9268-9276 - [c178]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 - [c177]Harsh Desai, Murat Kantarcioglu:
SECAUCTEE: Securing Auction Smart Contracts using Trusted Execution Environments. Blockchain 2021: 448-455 - [c176]Harsh Bimal Desai, Mustafa Safa Özdayi, Murat Kantarcioglu:
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture. CODASPY 2021: 101-112 - [c175]Elisa Bertino, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Sagar Samtani, Sudip Mittal, Maanak Gupta:
AI for Security and Security for AI. CODASPY 2021: 333-334 - [c174]Junlin Wu, Charles A. Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik:
Learning Generative Deception Strategies in Combinatorial Masking Games. GameSec 2021: 98-117 - [c173]Friedhelm Victor, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu:
Alphacore: Data Depth based Core Decomposition. KDD 2021: 1625-1633 - [c172]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel:
Data Science on Blockchains. KDD 2021: 4025-4026 - [c171]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: 788-804 - [c170]Mustafa Safa Özdayi, Murat Kantarcioglu:
The Impact of Data Distribution on Fairness and Robustness in Federated Learning. TPS-ISA 2021: 191-196 - [i35]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel:
Blockchain Networks: Data Structures of Bitcoin, Monero, Zcash, Ethereum, Ripple and Iota. CoRR abs/2103.08712 (2021) - [i34]Baris Coskunuzer, Cuneyt Gurcan Akcora, Ignacio Segovia-Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel:
Smart Vectorizations for Single and Multiparameter Persistence. CoRR abs/2104.04787 (2021) - [i33]Yan Zhou, Murat Kantarcioglu, Chris Clifton:
Improving Fairness of AI Systems with Lossless De-biasing. CoRR abs/2105.04534 (2021) - [i32]Dorcas Ofori-Boateng, Ignacio Segovia-Dominguez, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Yulia R. Gel:
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks. CoRR abs/2106.01806 (2021) - [i31]Mustafa Safa Özdayi, Murat Kantarcioglu, Rishabh Iyer:
BiFair: Training Fair Models with Bilevel Optimization. CoRR abs/2106.04757 (2021) - [i30]Fahad Shaon, Sazzadur Rahaman, Murat Kantarcioglu:
SecureDL: Securing Code Execution and Access Control for Distributed Data Analytics Platforms. CoRR abs/2106.13123 (2021) - [i29]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 abs/2106.14649 (2021) - [i28]Junlin Wu, Charles A. Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik:
Learning Generative Deception Strategies in Combinatorial Masking Games. CoRR abs/2109.11637 (2021) - [i27]Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham:
Multi-concept adversarial attacks. CoRR abs/2110.10287 (2021) - [i26]Mustafa Safa Özdayi, Murat Kantarcioglu:
The Impact of Data Distribution on Fairness and Robustness in Federated Learning. CoRR abs/2112.01274 (2021) - [i25]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: 1517 (2021) - 2020
- [c169]Md Shihabul Islam, Mustafa Safa Özdayi, Latifur Khan, Murat Kantarcioglu:
Secure IoT Data Analytics in Cloud via Intel SGX. CLOUD 2020: 43-52 - [c168]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: 174-176 - [c167]Fahad Shaon, Murat Kantarcioglu:
SGX-IR: Secure Information Retrieval with Trusted Processors. DBSec 2020: 367-387 - [c166]Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani Thuraisingham:
Attacking Machine Learning Models for Social Good. GameSec 2020: 457-471 - [c165]Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu:
BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain. IJCAI 2020: 4439-4445 - [c164]Jairo Giraldo, Alvaro A. Cárdenas, Murat Kantarcioglu, Jonathan Katz:
Adversarial Classification Under Differential Privacy. NDSS 2020 - [c163]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: 523-531 - [c162]Vibha Belavadi, Yan Zhou, Jonathan Z. Bakdash, Murat Kantarcioglu, Daniel C. Krawczyk, Linda Nguyen, Jelena Rakic, Bhavani Thuraisingham:
MultiModal Deception Detection: Accuracy, Applicability and Generalizability. TPS-ISA 2020: 99-106 - [c161]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments. TPS-ISA 2020: 138-147 - [e7]Vassil Roussev, Bhavani Thuraisingham, Barbara Carminati, Murat Kantarcioglu:
CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, New Orleans, LA, USA, March 16-18, 2020. ACM 2020, ISBN 978-1-4503-7107-0 [contents]Due to the escalation of the COVID-19 situation around the world, CODASPY'20 was postponed to early fall 2020. - [i24]Mustafa Safa Özdayi, Murat Kantarcioglu, Bradley A. Malin:
Leveraging Blockchain for Immutable Logging and Querying Across Multiple Sites. CoRR abs/2001.08529 (2020) - [i23]Yasmeen Alufaisan, Laura R. Marusich, Jonathan Z. Bakdash, Yan Zhou, Murat Kantarcioglu:
Does Explainable Artificial Intelligence Improve Human Decision-Making? CoRR abs/2006.11194 (2020) - [i22]Mustafa Safa Özdayi, Murat Kantarcioglu, Yulia R. Gel:
Defending Against Backdoors in Federated Learning with Robust Learning Rate. CoRR abs/2007.03767 (2020) - [i21]Md Shihabul Islam, Mustafa Safa Özdayi, Latifur Khan, Murat Kantarcioglu:
Secure IoT Data Analytics in Cloud via Intel SGX. CoRR abs/2008.05286 (2020) - [i20]Harsh Bimal Desai, Mustafa Safa Özdayi, Murat Kantarcioglu:
BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture. CoRR abs/2010.07427 (2020) - [i19]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment. CoRR abs/2010.08855 (2020) - [i18]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 abs/2010.15082 (2020) - [i17]Mustafa Safa Özdayi, Murat Kantarcioglu, Rishabh Iyer:
Improving Accuracy of Federated Learning in Non-IID Settings. CoRR abs/2010.15582 (2020)
2010 – 2019
- 2019
- [j50]Murat Kantarcioglu, Elena Ferrari:
Research Challenges at the Intersection of Big Data, Security and Privacy. Frontiers Big Data 2: 1 (2019) - [j49]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): 15:1-15:36 (2019) - [j48]Yan Zhou, Murat Kantarcioglu, Bowei Xi:
A survey of game theoretic approach for adversarial machine learning. WIREs Data Mining Knowl. Discov. 9(3) (2019) - [c160]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 - [c159]Harsh Desai, Murat Kantarcioglu, Lalana Kagal:
A Hybrid Blockchain Architecture for Privacy-Enabled and Accountable Auctions. Blockchain 2019: 34-43 - [c158]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: 2455-2472 - [c157]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: 2545-2547 - [c156]Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu, Umar D. Islambekov, Yahui Tian, Bhavani Thuraisingham:
ChainNet: Learning on Blockchain Graphs with Topological Features. ICDM 2019: 946-951 - [c155]Yan Zhou, Murat Kantarcioglu, Bowei Xi:
Adversarial Active Learning in the Presence of Weak and Malicious Oracles. PAKDD (Workshops) 2019: 77-89 - [c154]Imrul Chowdhury Anindya, Murat Kantarcioglu, Bradley A. Malin:
Determining the Impact of Missing Values on Blocking in Record Linkage. PAKDD (3) 2019: 262-274 - [c153]Murat Kantarcioglu:
Securing Big Data: New Access Control Challenges and Approaches. SACMAT 2019: 1-2 - [c152]Murat Kantarcioglu, Fahad Shaon:
Securing Big Data in the Age of AI. TPS-ISA 2019: 218-220 - [c151]Md Shihabul Islam, Harsh Verma, Latifur Khan, Murat Kantarcioglu:
Secure Real-Time Heterogeneous IoT Data Management System. TPS-ISA 2019: 228-235 - [e6]Gail-Joon Ahn, Bhavani Thuraisingham, Murat Kantarcioglu, Ram Krishnan:
Proceedings of the Ninth ACM Conference on Data and Application Security and Privacy, CODASPY 2019, Richardson, TX, USA, March 25-27, 2019. ACM 2019, ISBN 978-1-4503-6099-9 [contents] - [i16]Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel, Murat Kantarcioglu:
BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain. CoRR abs/1906.07852 (2019) - [i15]Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel, Umar D. Islambekov, Murat Kantarcioglu, Yahui Tian, Bhavani Thuraisingham:
ChainNet: Learning on Blockchain Graphs with Topological Features. CoRR abs/1908.06971 (2019) - [i14]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 abs/1912.10105 (2019) - 2018
- [b3]Yevgeniy Vorobeychik, Murat Kantarcioglu:
Adversarial Machine Learning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00452-0 - [j47]Jun Jiang, Bowei Xi, Murat Kantarcioglu:
Spatial counts under differential privacy mechanism on changing spatial scales. Comput. Secur. 77: 642-652 (2018) - [j46]Weiyi Xia, Zhiyu Wan, Zhijun Yin, James Gaupp, Yongtai Liu, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
It's all in the timing: calibrating temporal penalties for biomedical data sharing. J. Am. Medical Informatics Assoc. 25(1): 25-31 (2018) - [c150]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 - [c149]Aravind Ramachandran, Murat Kantarcioglu:
SmartProvenance: A Distributed, Blockchain Based DataProvenance System. CODASPY 2018: 35-42 - [c148]Haipei Sun, Boxiang Dong, Bo Zhang, Wendy Hui Wang, Murat Kantarcioglu:
Sensitive Task Assignments in Crowdsourcing Markets with Colluding Workers. ICDE 2018: 377-388 - [c147]Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel:
Blockchain Data Analytics. ICDM 2018: 6 - [c146]Jonathan Z. Bakdash, Char Sample, Monica Rankin, Murat Kantarcioglu, Jennifer S. Holmes, Sue Kase, Erin G. Zaroukian, Boleslaw K. Szymanski:
The Future of Deception: Machine-Generated and Manipulated Images, Video, and Audio? SocialSens@IoTDI 2018: 2 - [c145]Bhavani Thuraisingham, Murat Kantarcioglu,