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 53 Citations 20,206 136 World Ranking 3104 National Ranking 1616

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Law
  • Algorithm

Differential privacy, Theoretical computer science, Algorithm, Discrete mathematics and Cryptography are his primary areas of study. His Differential privacy research incorporates elements of Function, Information sensitivity, Information privacy and Row. His Theoretical computer science study combines topics from a wide range of disciplines, such as Quantum cryptography, Quantum information, Quantum computer, Secure multi-party computation and Key.

His research integrates issues of Maximum flow problem, 1-planar graph, Complement graph and Degree in his study of Algorithm. The Discrete mathematics study combines topics in areas such as Matrix, Upper and lower bounds, Table and Sequence. His Cryptography research incorporates themes from Hamming distance, Fuzzy logic and Biometrics.

His most cited work include:

  • Calibrating noise to sensitivity in private data analysis (3875 citations)
  • Fuzzy extractors: How to generate strong keys from biometrics and other noisy data (1495 citations)
  • Approaching a state shift in Earth’s biosphere (1155 citations)

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

Adam Smith focuses on Theoretical computer science, Discrete mathematics, Differential privacy, Adam smith and Cryptography. He works mostly in the field of Theoretical computer science, limiting it down to topics relating to Fuzzy logic and, in certain cases, Biometrics. His Discrete mathematics study combines topics in areas such as Combinatorics, Hash function, Bounded function, Function and Upper and lower bounds.

Differential privacy is a subfield of Data mining that he explores. Adam Smith integrates Adam smith and Classics in his studies. His Cryptography research is multidisciplinary, incorporating elements of Quantum, Computation and Authentication.

He most often published in these fields:

  • Theoretical computer science (14.67%)
  • Discrete mathematics (14.40%)
  • Differential privacy (12.77%)

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

  • Differential privacy (12.77%)
  • Theoretical computer science (14.67%)
  • Ecology (8.70%)

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

His primary areas of investigation include Differential privacy, Theoretical computer science, Ecology, Algorithm and Polynomial. His Differential privacy research is under the purview of Data mining. His biological study spans a wide range of topics, including Graph, Space, Fuzzy logic, Entropy and Generalization.

Adam Smith interconnects Range and Statistics in the investigation of issues within Ecology. Adam Smith works mostly in the field of Algorithm, limiting it down to topics relating to Confidence interval and, in certain cases, Python, Orders of magnitude and Sample, as a part of the same area of interest. His Cryptography research is multidisciplinary, relying on both Scalability and Shuffling.

Between 2017 and 2021, his most popular works were:

  • Essays on philosophical subjects (359 citations)
  • Distributed Differential Privacy via Shuffling (53 citations)
  • Niche Estimation Above and Below the Species Level (48 citations)

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

  • Statistics
  • Law
  • Algorithm

His main research concerns Differential privacy, Theoretical computer science, Ecology, Biodiversity and Adam smith. Adam Smith has researched Differential privacy in several fields, including Statistical hypothesis testing, Computer security, Information sensitivity, Cryptography and Statistical inference. His work deals with themes such as Data mining, Information Criteria, Model selection, Consistency and Constraint, which intersect with Statistical inference.

His Theoretical computer science research integrates issues from Graph, Dependency graph, Stochastic optimization and Graph. His Ecology research includes elements of Range and Statistics. The various areas that Adam Smith examines in his Biodiversity study include Agroforestry, Endangered species, Occupancy, Spatial ecology and Data set.

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

Calibrating noise to sensitivity in private data analysis

Cynthia Dwork;Frank Mcsherry;Kobbi Nissim;Adam Smith.
Lecture Notes in Computer Science (2006)

5929 Citations

Fuzzy extractors: How to generate strong keys from biometrics and other noisy data

Yevgeniy Dodis;Leonid Reyzin;Adam D. Smith.
theory and application of cryptographic techniques (2004)

2329 Citations

Fuzzy Extractors: How to Generate Strong Keys from Biometrics and Other Noisy Data

Yevgeniy Dodis;Rafail Ostrovsky;Leonid Reyzin;Adam Smith.
SIAM Journal on Computing (2008)

1370 Citations

Smooth sensitivity and sampling in private data analysis

Kobbi Nissim;Sofya Raskhodnikova;Adam Smith.
symposium on the theory of computing (2007)

1033 Citations

Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds

Raef Bassily;Adam Smith;Abhradeep Thakurta.
foundations of computer science (2014)

575 Citations

What Can We Learn Privately

Shiva Prasad Kasiviswanathan;Homin K. Lee;Kobbi Nissim;Sofya Raskhodnikova.
SIAM Journal on Computing (2011)

506 Citations

Composition attacks and auxiliary information in data privacy

Srivatsava Ranjit Ganta;Shiva Prasad Kasiviswanathan;Adam Smith.
knowledge discovery and data mining (2008)

443 Citations

Toward privacy in public databases

Shuchi Chawla;Cynthia Dwork;Frank McSherry;Adam Smith.
theory of cryptography conference (2005)

365 Citations

Authentication of Quantum Messages.

Howard Barnum;Claude Crépeau;Daniel Gottesman;Adam D. Smith.
IACR Cryptology ePrint Archive (2002)

318 Citations

Local, Private, Efficient Protocols for Succinct Histograms

Raef Bassily;Adam Smith.
symposium on the theory of computing (2015)

312 Citations

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