Farinaz Koushanfar

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Bita Darvish RouhaniDistinguished Engineer, NVIDIAVerified email at nvidia.com
Mehrdad MajzoobiRice UniversityVerified email at rice.edu
Azalia MirhoseiniAssistant Professor of Computer Science, Stanford - Google DeepMindVerified email at stanford.edu
Ebrahim M. SonghoriGoogle DeepMindVerified email at google.com
Masoud RostamiMicrosoftVerified email at microsoft.com
Alberto Sangiovanni VincentelliProfessor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Thomas SchneiderProfessor of Computer Science, TU DarmstadtVerified email at encrypto.cs.tu-darmstadt.de
Igor L. MarkovSynopsysVerified email at synopsys.com
Mark M. TehranipoorIntel Charles E. Young Endowed Chair Professor, ECE, University of FloridaVerified email at ufl.edu
Ramesh Karri కర్రి రమేష్Professor of Electrical and Computer Engineering, New York UniversityVerified email at nyu.edu
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Gang QuUniversity of MarylandVerified email at umd.edu
Dan S. WallachProfessor, Rice University, Department of Computer ScienceVerified email at cs.rice.edu
Ari JuelsProfessor, Computer Science, Cornell Tech (Jacobs); Co-Director, IC3Verified email at cornell.edu
Negar KiyavashÉcole polytechnique fédérale de Lausanne (EPFL)Verified email at epfl.ch
Wayne BurlesonUniversity of Massachusetts AmherstVerified email at ecs.umass.edu
Joonho KongAssociate Professor, School of Electronics Engineering, Kyungpook National UniversityVerified email at knu.ac.kr
Arslan MunirFlorida Atlantic UniversityVerified email at fau.edu
Sherief RedaProfessor, Brown University | Amazon Scholar | IEEE FellowVerified email at brown.edu
Sheng WeiRutgers University-New BrunswickVerified email at rutgers.edu

Farinaz Koushanfar

Professor and Siavouche Nemat-Nasser Endowed Chair of ECE, UC San Diego

Verified email at ucsd.edu

Secure & private compute AI-based &AI co-optimization Robust AI HW/SW/system security Automation


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021	6518	2021
Coverage problems in wireless ad-hoc sensor networks MS Seapahn Meguerdichian, Farinaz Koushanfar, Miodrag Potkonjak Infocom, 1380-1387, 2001	2973*	2001
A survey of hardware trojan taxonomy and detection M Tehranipoor, F Koushanfar IEEE design & test of computers 27 (1), 10-25, 2010	1737	2010
Physical unclonable functions and applications: A tutorial C Herder, MD Yu, F Koushanfar, S Devadas Proceedings of the IEEE 102 (8), 1126-1141, 2014	1427	2014
Fresco: Modular composable security services for software-defined networks SW Shin, P Porras, V Yegneswara, M Fong, G Gu, M Tyson 20th Annual Network & Distributed System Security Symposium, 2013	1234*	2013
EPIC: Ending piracy of integrated circuits JA Roy, F Koushanfar, IL Markov Proceedings of the conference on Design, automation and test in Europe, 1069 …, 2008	1178	2008
Exposure in wireless Ad-Hoc sensor networks S Meguerdichian, F Koushanfar, G Qu, M Potkonjak 7th annual international conference on Mobile computing and networking …, 2001	902	2001
A primer on hardware security: Models, methods, and metrics M Rostami, F Koushanfar, R Karri Proceedings of the IEEE 102 (8), 1283-1295, 2014	787	2014
Chameleon: A hybrid secure computation framework for machine learning applications MS Riazi, C Weinert, O Tkachenko, EM Songhori, T Schneider, ... Proceedings of the 2018 on Asia conference on computer and communications …, 2018	594	2018
Worst and best-case coverage in sensor networks S Megerian, F Koushanfar, M Potkonjak, MB Srivastava IEEE transactions on mobile computing 4 (1), 84-92, 2005	550	2005
Deepsecure: Scalable provably-secure deep learning BD Rouhani, MS Riazi, F Koushanfar Proceedings of the 55th annual design automation conference, 1-6, 2018	516	2018
Active Hardware Metering for Intellectual Property Protection and Security. Y Alkabani, F Koushanfar USENIX security symposium 20, 1-20, 2007	493	2007
Lightweight secure pufs M Majzoobi, F Koushanfar, M Potkonjak 2008 IEEE/ACM International Conference on Computer-Aided Design, 670-673, 2008	455	2008
Deepinspect: A black-box trojan detection and mitigation framework for deep neural networks. H Chen, C Fu, J Zhao, F Koushanfar IJCAI 2 (5), 8, 2019	397	2019
Fault tolerance techniques for wireless ad hoc sensor networks F Koushanfar, M Potkonjak, A Sangiovanni-Vincentell SENSORS, 2002 IEEE 2, 1491-1496, 2002	372	2002
{XONN}:{XNOR-based} oblivious deep neural network inference MS Riazi, M Samragh, H Chen, K Laine, K Lauter, F Koushanfar 28th USENIX Security Symposium (USENIX Security 19), 1501-1518, 2019	351	2019
Deepsigns: An end-to-end watermarking framework for ownership protection of deep neural networks B Darvish Rouhani, H Chen, F Koushanfar Proceedings of the twenty-fourth international conference on architectural …, 2019	289	2019
Tinygarble: Highly compressed and scalable sequential garbled circuits EM Songhori, SU Hussain, AR Sadeghi, T Schneider, F Koushanfar 2015 IEEE Symposium on Security and Privacy, 411-428, 2015	289	2015
{FLAME}: Taming backdoors in federated learning TD Nguyen, P Rieger, R De Viti, H Chen, BB Brandenburg, H Yalame, ... 31st USENIX Security Symposium (USENIX Security 22), 1415-1432, 2022	284	2022
Exposure in wireless sensor networks: Theory and practical solutions S Megerian, F Koushanfar, G Qu, G Veltri, M Potkonjak Wireless Networks 8, 443-454, 2002	283	2002

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