D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 61 Citations 20,346 239 World Ranking 1496 National Ranking 827
Electronics and Electrical Engineering D-index 52 Citations 14,582 148 World Ranking 995 National Ranking 461

Research.com Recognitions

Awards & Achievements

2019 - IEEE Fellow For contributions to hardware and embedded systems security and to privacy-preserving computing

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Artificial intelligence
  • Algorithm

Farinaz Koushanfar focuses on Embedded system, Cryptography, Physical unclonable function, Integrated circuit and Computer security. Farinaz Koushanfar is studying Field-programmable gate array, which is a component of Embedded system. His studies deal with areas such as Node and Overhead as well as Cryptography.

The Physical unclonable function study combines topics in areas such as Cryptographic protocol, Theoretical computer science and Hardware security module. Farinaz Koushanfar focuses mostly in the field of Integrated circuit, narrowing it down to topics relating to Hardware obfuscation and, in certain cases, Public-key cryptography, State, Record locking, Finite-state machine and Benchmark. His Malware study in the realm of Computer security interacts with subjects such as Physical disorder.

His most cited work include:

  • Coverage problems in wireless ad-hoc sensor networks (1636 citations)
  • A Survey of Hardware Trojan Taxonomy and Detection (921 citations)
  • Exposure in wireless Ad-Hoc sensor networks (628 citations)

What are the main themes of his work throughout his whole career to date?

His primary areas of investigation include Embedded system, Artificial intelligence, Deep learning, Integrated circuit and Distributed computing. His research investigates the link between Embedded system and topics such as Physical unclonable function that cross with problems in Hardware security module. His Artificial intelligence research is multidisciplinary, incorporating elements of Machine learning and Server.

The concepts of his Deep learning study are interwoven with issues in Software and Overhead. His study in Integrated circuit is interdisciplinary in nature, drawing from both Electronic engineering and Identification. The study incorporates disciplines such as Wireless sensor network, Scalability and Cloud computing in addition to Distributed computing.

He most often published in these fields:

  • Embedded system (25.16%)
  • Artificial intelligence (19.75%)
  • Deep learning (12.10%)

What were the highlights of his more recent work (between 2018-2021)?

  • Artificial intelligence (19.75%)
  • Artificial neural network (9.55%)
  • Deep learning (12.10%)

In recent papers he was focusing on the following fields of study:

The scientist’s investigation covers issues in Artificial intelligence, Artificial neural network, Deep learning, Inference and Scalability. His Artificial intelligence research is multidisciplinary, incorporating perspectives in Adversary, Machine learning, Overhead and Pattern recognition. His Artificial neural network study also includes fields such as

  • Distributed computing and related Network topology,
  • Compiler that intertwine with fields like Computer architecture, Python and Adaptation.

His work carried out in the field of Deep learning brings together such families of science as Embedded system and Reliability. His research in Scalability focuses on subjects like Protocol, which are connected to Representation and Parallel computing. His Reinforcement learning study which covers Computer engineering that intersects with Field-programmable gate array.

Between 2018 and 2021, his most popular works were:

  • Advances and Open Problems in Federated Learning (571 citations)
  • DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks (71 citations)
  • XONN: XNOR-based oblivious deep neural network inference (63 citations)

In his most recent research, the most cited papers focused on:

  • Operating system
  • Artificial intelligence
  • Programming language

His scientific interests lie mostly in Artificial intelligence, Deep learning, Scalability, Adversarial system and Inference. His Artificial intelligence study combines topics in areas such as Black box, Aggregate and Trojan. His work deals with themes such as Artificial neural network, Overhead and Distributed computing, which intersect with Deep learning.

His Overhead study deals with Fingerprint intersecting with Software deployment, Reliability, End-to-end principle, Embedded system and Software. His biological study spans a wide range of topics, including Resilience, Fault tolerance, Protocol, Dependability and Authentication. His studies in Adversarial system integrate themes in fields like Computer security and Speech recognition.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Coverage problems in wireless ad-hoc sensor networks

S. Meguerdichian;F. Koushanfar;M. Potkonjak;M.B. Srivastava.
international conference on computer communications (2001)

2492 Citations

A Survey of Hardware Trojan Taxonomy and Detection

M. Tehranipoor;F. Koushanfar.
IEEE Design & Test of Computers (2010)

1233 Citations

Exposure in wireless Ad-Hoc sensor networks

Seapahn Meguerdichian;Farinaz Koushanfar;Gang Qu;Miodrag Potkonjak.
acm/ieee international conference on mobile computing and networking (2001)

861 Citations

Ending Piracy of Integrated Circuits

J A Roy;F Koushanfar;I L Markov.
IEEE Computer (2010)

756 Citations

EPIC: ending piracy of integrated circuits

Jarrod A. Roy;Farinaz Koushanfar;Igor L. Markov.
design, automation, and test in europe (2008)

648 Citations

Advances and Open Problems in Federated Learning

Peter Kairouz;H. Brendan McMahan;Brendan Avent;Aurélien Bellet.
Foundations and Trends® in Machine Learning (2021)

603 Citations

Physical Unclonable Functions and Applications: A Tutorial

Charles Herder;Meng-Day Yu;Farinaz Koushanfar;Srinivas Devadas.
Proceedings of the IEEE (2014)

599 Citations

Advances and Open Problems in Federated Learning

Peter Kairouz;H. Brendan McMahan;Brendan Avent;Aurélien Bellet.
arXiv: Learning (2019)

585 Citations

Worst and best-case coverage in sensor networks

S. Megerian;F. Koushanfar;M. Potkonjak;M.B. Srivastava.
IEEE Transactions on Mobile Computing (2005)

496 Citations

A Primer on Hardware Security: Models, Methods, and Metrics

Masoud Rostami;Farinaz Koushanfar;Ramesh Karri.
Proceedings of the IEEE (2014)

461 Citations

Best Scientists Citing Farinaz Koushanfar

Miodrag Potkonjak

Miodrag Potkonjak

University of California, Los Angeles

Publications: 104

Ramesh Karri

Ramesh Karri

New York University

Publications: 77

Swarup Bhunia

Swarup Bhunia

University of Florida

Publications: 59

Jeyavijayan Rajendran

Jeyavijayan Rajendran

Texas A&M University

Publications: 58

Tajana Rosing

Tajana Rosing

University of California, San Diego

Publications: 42

Gang Qu

Gang Qu

University of Maryland, College Park

Publications: 42

Yier Jin

Yier Jin

University of Florida

Publications: 38

Krishnendu Chakrabarty

Krishnendu Chakrabarty

Duke University

Publications: 32

Debdeep Mukhopadhyay

Debdeep Mukhopadhyay

Indian Institute of Technology Kharagpur

Publications: 29

Ahmad-Reza Sadeghi

Ahmad-Reza Sadeghi

TU Darmstadt

Publications: 28

Keshab K. Parhi

Keshab K. Parhi

University of Minnesota

Publications: 26

Ankur Srivastava

Ankur Srivastava

University of Maryland, College Park

Publications: 26

Huadong Ma

Huadong Ma

Beijing University of Posts and Telecommunications

Publications: 26

Chip-Hong Chang

Chip-Hong Chang

Nanyang Technological University

Publications: 25

Yanzhi Wang

Yanzhi Wang

Northeastern University

Publications: 22

Naehyuck Chang

Naehyuck Chang

Korea Advanced Institute of Science and Technology

Publications: 22

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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