D-Index & Metrics Best Publications

D-Index & Metrics 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.

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 31 Citations 8,040 86 World Ranking 9521 National Ranking 4326

Overview

What is she best known for?

The fields of study she is best known for:

  • Programming language
  • Algorithm
  • Operating system

Her primary areas of study are Theoretical computer science, Scheme, Secure two-party computation, Homomorphic encryption and Computation. The Theoretical computer science study combines topics in areas such as Cryptography, Class, Verifiable computing, Encryption and Ciphertext indistinguishability. She has researched Scheme in several fields, including Algorithm, mmap and Cryptanalysis.

Her biological study spans a wide range of topics, including Tree, Range query, Binary search algorithm and Security parameter. Mariana Raykova mostly deals with Oblivious ram in her studies of Computation. Her research in Computer security focuses on subjects like Private set intersection, which are connected to Cryptographic protocol.

Her most cited work include:

  • Candidate Indistinguishability Obfuscation and Functional Encryption for all Circuits (841 citations)
  • Advances and Open Problems in Federated Learning (571 citations)
  • Pinocchio: Nearly Practical Verifiable Computation (448 citations)

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

Her primary scientific interests are in Theoretical computer science, Encryption, Computer security, Cryptography and Computation. Mariana Raykova combines subjects such as Scheme, Homomorphic encryption, Secure multi-party computation, Obfuscation and Functional encryption with her study of Theoretical computer science. She has included themes like Discrete mathematics, Multiple encryption, Compiler and Ciphertext indistinguishability in her Functional encryption study.

Her Encryption research incorporates themes from Overhead, Distributed computing and Bloom filter. Her Cryptography research is multidisciplinary, incorporating perspectives in Verifiable computing and Key. The Computation study which covers Delegate that intersects with Attribute-based encryption and Verifiable secret sharing.

She most often published in these fields:

  • Theoretical computer science (34.26%)
  • Encryption (28.70%)
  • Computer security (19.44%)

What were the highlights of her more recent work (between 2017-2021)?

  • Protocol (12.96%)
  • Computer network (11.11%)
  • Computer security (19.44%)

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

Mariana Raykova mainly investigates Protocol, Computer network, Computer security, Cryptography and Secure multi-party computation. Her studies in Protocol integrate themes in fields like Shuffling and Correctness. As a part of the same scientific family, Mariana Raykova mostly works in the field of Computer network, focusing on Blockchain and, on occasion, Database transaction and Payment.

Her Computer security study frequently links to adjacent areas such as Metadata. Many of her studies involve connections with topics such as Homomorphic encryption and Cryptography. The various areas that she examines in her Secure multi-party computation study include Oblivious transfer, Secret sharing, Artificial intelligence, Bloom filter and Machine learning.

Between 2017 and 2021, her most popular works were:

  • Advances and Open Problems in Federated Learning (571 citations)
  • RapidChain: Scaling Blockchain via Full Sharding (226 citations)
  • Advances and Open Problems in Federated Learning (28 citations)

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

  • Programming language
  • Algorithm
  • Operating system

Her scientific interests lie mostly in Computer network, Protocol, Blockchain, Computation and Mobile device. Her study in Computer network is interdisciplinary in nature, drawing from both Secure computing, Graph and Correctness. Her Protocol study incorporates themes from Degree, Differential privacy and Cryptography.

Her work deals with themes such as Scalability, Payment and Database transaction, which intersect with Blockchain. In the field of Computation, her study on Secure multi-party computation overlaps with subjects such as Trade offs. Her Mobile device study combines topics in areas such as Orchestration, Training set and Federated learning.

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

Advances and open problems in federated learning

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

1189 Citations

Advances and Open Problems in Federated Learning

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

1146 Citations

Pinocchio: nearly practical verifiable computation

Bryan Parno;Jon Howell;Craig Gentry;Mariana Raykova.
Communications of The ACM (2016)

1048 Citations

Quadratic Span Programs and Succinct NIZKs without PCPs

Rosario Gennaro;Craig Gentry;Bryan Parno;Mariana Raykova.
theory and application of cryptographic techniques (2013)

670 Citations

RapidChain: Scaling Blockchain via Full Sharding

Mahdi Zamani;Mahnush Movahedi;Mariana Raykova.
computer and communications security (2018)

440 Citations

How to delegate and verify in public: verifiable computation from attribute-based encryption

Bryan Parno;Mariana Raykova;Vinod Vaikuntanathan.
theory of cryptography conference (2012)

416 Citations

Semantically Secure Order-Revealing Encryption: Multi-input Functional Encryption Without Obfuscation

Dan Boneh;Kevin Lewi;Mariana Raykova;Amit Sahai.
theory and application of cryptographic techniques (2015)

242 Citations

Efficient robust private set intersection

Dana Dachman-Soled;Tal Malkin;Mariana Raykova;Moti Yung.
International Journal of Applied Cryptography (2012)

230 Citations

Optimizing ORAM and Using It Efficiently for Secure Computation

Craig Gentry;Kenny A. Goldman;Shai Halevi;Charanjit Julta.
privacy enhancing technologies (2013)

222 Citations

Outsourcing Multi-Party Computation.

Seny Kamara;Payman Mohassel;Mariana Raykova.
IACR Cryptology ePrint Archive (2011)

194 Citations

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