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Topic · Sociology and Political Science

Privacy, Security, and Data Protection

Privacy, Security, and Data Protection is a research topic within Sociology and Political Science. Science Explorer counts 26k research works in it since 1952. 10.1% of them reached the world's top 10% most cited for their field and year.

This cluster of papers explores the multifaceted aspects of internet users' information privacy concerns, including the impact of online social networks, personalization paradox, data privacy, surveillance, trust, and the implications for e-commerce transactions and location-based services.

  • Privacy Concerns
  • Online Social Networks
  • Information Disclosure
  • Personalization Paradox
  • Data Privacy
  • Surveillance
  • Online Behavior
  • Trust
  • E-commerce Transactions
  • Location-Based Services
Research works
26k
fractional, since 1952
In the world top 10%
2.6k
per year above
Top-10% rate
10.1%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+13%
the tick is no change
Largest producer
United States
29% of the 10 largest, 2022-now
Privacy, Security, and Data Protection

Which countries lead Privacy, Security, and Data Protection research?

By volume, the United States and China publish the most (1.4k and 960 works in 2022-now).

By volume, 2022-now

  1. 1 United States 1.4k works
  2. 2 China 960 works
  3. 3 India 580 works
  4. 4 Germany 557 works
  5. 5 United Kingdom 412 works
  6. 6 Australia 210 works
  7. 7 Italy 191 works
  8. 8 Netherlands 189 works
  9. 9 Indonesia 183 works
  10. 10 Canada 182 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

United States: 28.7%China: 19.8%India: 11.9%Germany: 11.5%6 others listed: 28.2%29%largest
United States1,394 · 28.7%China960 · 19.8%India580 · 11.9%Germany557 · 11.5%6 others listed1,368 · 28.2%

Shares of the rows listed above, not of the whole node.

Which institutions lead Privacy, Security, and Data Protection research?

By volume in 2022-now, University of Oxford publishes the most Privacy, Security, and Data Protection research, followed by Fraunhofer-Gesellschaft and Carnegie Mellon University.

By volume, 2022-now

  1. 1 University of OxfordUnited Kingdom 29 works
  2. 2 Fraunhofer-GesellschaftGermany 29 works
  3. 3 Carnegie Mellon UniversityUnited States 28 works
  4. 4 University of AmsterdamNetherlands 27 works
  5. 5 University of MichiganUnited States 26 works
  6. 6 Pennsylvania State UniversityUnited States 23 works
  7. 7 Indiana UniversityUnited States 22 works
  8. 8 Vrije Universiteit BrusselBelgium 22 works
  9. 9 University of Illinois Urbana-ChampaignUnited States 22 works
  10. 10 Centre National de la Recherche ScientifiqueFrance 21 works

What are the most cited papers in Privacy, Security, and Data Protection?

The most cited paper in Privacy, Security, and Data Protection is "k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY" (Latanya Sweeney, 2002), with 8,620 citations. Next come "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology" (5,487) and "Differential Privacy" (5,365).

Most cited papers
#PaperReleasedCitations
1 k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems Oct 2002 8,620
2 Developing and Validating Trust Measures for e-Commerce: An Integrative Typology D. Harrison McKnight, Vivek Choudhury, Charles J. Kacmar · Information Systems Research Sep 2002 5,487
3 Differential Privacy Cynthia Dwork · Lecture notes in computer science Conference paper 2006 5,365
4 Fairness through awareness Cynthia Dwork, Moritz Hardt, Toniann Pitassi et al. Conference paper 8 Jan 2012 3,494
5 t-Closeness: Privacy Beyond k-Anonymity and l-Diversity Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian Conference paper Apr 2007 3,408
All 100 most cited papers, with filters and sorting

Where is Privacy, Security, and Data Protection research done?

The largest centres of Privacy, Security, and Data Protection research in 2022-now are Beijing (China), London (United Kingdom), New York (United States) and Shanghai (China). Among places with at least 20 works in it, it is an unusually large share of all research in Fairfax.

Largest cities, 2022-now

  1. 1 BeijingChina 184 works
  2. 2 LondonUnited Kingdom 91 works
  3. 3 New YorkUnited States 68 works
  4. 4 ShanghaiChina 68 works
  5. 5 SydneyAustralia 64 works
  6. 6 BerlinGermany 54 works
  7. 7 NanjingChina 53 works
  8. 8 SeoulSouth Korea 51 works
  9. 9 Washington D.C.United States 50 works
  10. 10 MunichGermany 50 works

Where it is the local speciality

  1. FairfaxUS · 20.4 works7.1×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Privacy, Security, and Data Protection than the world average.

See Privacy, Security, and Data Protection on the map

Where is the best place to study Privacy, Security, and Data Protection?

Among universities, judged by research, University of Amsterdam, Carnegie Mellon University and University of Michigan score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%20%40%mean 20.76%fractional works in this field (log) →share of work in the world top 10% →University of Amster…Carnegie Mellon Univ…University of MichiganUniversity of Oxford
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1University of AmsterdamNetherlands 81.226.6%7.1×27 +5.4%
2Carnegie Mellon UniversityUnited States 73.119.9%10.6×28 -25.1%
3University of MichiganUnited States 66.217.3%2.7×26 +5.3%
4University of OxfordUnited Kingdom 60.713.9%3.2×29 -23.7%
5Tsinghua UniversityChina 60.222.8%1.3×19 +54.3%
6George Mason UniversityUnited States 59.616.0%10.0×20 +156.1%
7Vrije Universiteit AmsterdamNetherlands 57.918.2%5.3×14 +92.2%
8Northeastern UniversityUnited States 57.042.5%5.1×10 -17.2%
9Utrecht UniversityNetherlands 56.312.6%3.9×18 +56.8%
10Columbia UniversityUnited States 55.217.8%2.4×17 +43.7%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Privacy, Security, and Data Protection, country by country

Is Privacy, Security, and Data Protection research growing?

Output in 2022-2025 was 13% higher than in 2018-2021, peaking in 2023. The fastest-growing topics are Privacy, Security, and Data Protection.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Privacy, Security, and Data Protection as a percentage of every work published that year, 0.033% in 2024.

still counting0.020%0.040%Privacy, Security, and Data Protection0.030% in 202519801990200020102020

Fractional works of Privacy, Security, and Data Protection over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Privacy, Security, and Data Protection10.3% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

Questions people ask

Who leads privacy and data protection research?

By volume in 2022-now, University of Oxford publishes the most Privacy, Security, and Data Protection research, followed by Fraunhofer-Gesellschaft and Carnegie Mellon University. By volume, the United States and China publish the most (1.4k and 960 works in 2022-now).

All 1,273 questions in the Question Catalogue

Discussion

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