Z. Berkay Celik

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Patrick McDanielWilliam L. Weiss Professor, Computer Science and Engineering, Penn State UnviersityVerified email at cse.psu.edu
Nicolas PapernotUniversity of Toronto and Vector InstituteVerified email at utoronto.ca
Matt FredriksonCarnegie Mellon UniversityVerified email at cs.cmu.edu
Somesh JhaLubar Chair of Computer Science, University of WisconsinVerified email at cs.wisc.edu
Gang TanProfessor of computer science and engineering, Penn State UniversityVerified email at cse.psu.edu
Selcuk UluagacFlorida International UniversityVerified email at fiu.edu
Ian GoodfellowVerified email at cs.stanford.edu
Dongyan XuSamuel Conte Professor of Computer Science and Director of CERIAS, Purdue UniversityVerified email at purdue.edu
Rauf IzmailovPerspecta LabsVerified email at perspectalabs.com
Earlence FernandesAssistant Professor, University of Wisconsin-MadisonVerified email at cs.wisc.edu
Muslum Ozgur OzmenGraduate Student, Purdue UniversityVerified email at purdue.edu
Robert J. WallsWorcester Polytechnic InstituteVerified email at wpi.edu
Engin KirdaNortheastern University and Lastline Inc. (co-founder)Verified email at ccs.neu.edu
Antonio BianchiAssistant Professor, Purdue UniversityVerified email at purdue.edu
David Lopez-PazMeta AIVerified email at fb.com
Vireshwar KumarAssistant Professor, Department of Computer Science & Engineering, IIT DelhiVerified email at cse.iitd.ac.in
George KesidisProfessor of Computer Science and Engineering, Pennsylvania State University; Professor of Electrical Engineering, Pennsylvania Verified email at engr.psu.edu
Sema Oktug, Sema F. Oktug, Sema Ok...Professor of Computer Engineering, Istanbul Technical UniversityVerified email at itu.edu.tr
Habiba FarrukhPurdue UniversityVerified email at purdue.edu
Hyungsub KimPurdue UniversityVerified email at postech.ac.kr

Z. Berkay Celik

Purdue University

Verified email at purdue.edu - Homepage

Security and Privacy System Security


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The limitations of deep learning in adversarial settings N Papernot, P McDaniel, S Jha, M Fredrikson, ZB Celik, A Swami 2016 IEEE European symposium on security and privacy (EuroS&P), 372-387, 2016	3192	2016
Practical black-box attacks against machine learning N Papernot, P McDaniel, I Goodfellow, S Jha, ZB Celik, A Swami Proceedings of the 2017 ACM on Asia conference on computer and …, 2017	2610	2017
Practical black-box attacks against deep learning systems using adversarial examples N Papernot, P McDaniel, I Goodfellow, S Jha, ZB Celik, A Swami arXiv preprint arXiv:1602.02697 1 (2), 3, 2016	425	2016
Soteria: Automated IoT Safety and Security Analysis ZB Celik, P McDaniel, G Tan 2018 {USENIX} Annual Technical Conference ({USENIX} {ATC} 18), 2018	192	2018
Sensitive Information Tracking in Commodity IoT ZB Celik, L Babun, AK Sikder, H Aksu, G Tan, P McDaniel, AS Uluagac 27th {USENIX} Security Symposium ({USENIX} Security 18, 2018	186	2018
IoTGuard: Dynamic Enforcement of Security and Safety Policy in Commodity IoT ZB Celik, G Tan, P McDaniel Network and Distributed System Security Symposium (NDSS), 2019	161	2019
Machine Learning in Adversarial Settings P McDaniel, N Papernot, ZB Celik IEEE Security & Privacy Magazine 14 (3), 2016	136	2016
Program analysis of commodity IoT applications for security and privacy: Challenges and opportunities ZB Celik, E Fernandes, E Pauley, G Tan, P McDaniel ACM Computing Surveys (CSUR) 52 (4), 1-30, 2019	109	2019
Malware Traffic Detection using Tamper Resistant Features ZB Celik, RJ Walls, P McDaniel, A Swami Military Communications Conference, MILCOM, 2015	60	2015
A survey on IoT platforms: Communication, security, and privacy perspectives L Babun, K Denney, ZB Celik, P McDaniel, AS Uluagac Computer Networks 192, 108040, 2021	44	2021
Salting public traces with attack traffic to test flow classifiers ZB Celik, J Raghuram, G Kesidis, DJ Miller In USENIX 4th CSET Workshop, 2011	42	2011
Kratos: Multi-user multi-device-aware access control system for the smart home AK Sikder, L Babun, ZB Celik, A Acar, H Aksu, P McDaniel, E Kirda, ... Proceedings of the 13th ACM Conference on Security and Privacy in Wireless …, 2020	39	2020
Detection of fast-flux networks using various DNS feature sets ZB Celik, S Oktug IEEE Symposium on Computers and Communications (ISCC), 2013, 000868-000873, 2013	34	2013
Verifying internet of things safety and security in physical spaces ZB Celik, P McDaniel, G Tan, L Babun, AS Uluagac IEEE Security & Privacy 17 (5), 30-37, 2019	28	2019
Real-time analysis of privacy-(un) aware IoT applications L Babun, ZB Celik, P McDaniel, AS Uluagac Privacy Enhancing Technologies Symposium (PETS), 2021	27	2021
What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors YS Lin, WC Lee, ZB Celik ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD), 2021	22	2021
Patient-driven privacy control through generalized distillation ZB Celik, D Lopez-Paz, P McDaniel IEEE Symposium on Privacy-Aware Computing (PAC), 2017	20	2017
ATLAS: A Sequence-based Learning Approach for Attack Investigation A Alsaheel, Y Nan, S Ma, L Yu, G Walkup, ZB Celik, X Zhang, D Xu USENIX Security Symposium, 2021	18	2021
Achieving Secure and Differentially Private Computations in Multiparty Settings A Acar, ZB Celik, H Aksu, AS Uluagac, P McDaniel IEEE Symposium on Privacy-Aware Computing (PAC), 2017	17	2017
Evading Voltage-Based Intrusion Detection on Automotive CAN R Bhatia, V Kumar, K Serag, ZB Celik, M Payer, D Xu Network and Distributed System Security Symposium (NDSS), 2021	13	2021

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