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Ashwin Machanavajjhala

Ashwin Machanavajjhala

Duke University
United States

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 45 6983 6781 3059 2944 157 20472

Ashwin Machanavajjhala publications per year

The chart shows the history of publications by Ashwin Machanavajjhala between 2002 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Ashwin Machanavajjhala published across 24 years, from 2002 to 2025, averaging 7.4 papers a year. Output peaked at 16 publications in 2019. 11 of the 177 publications appeared in the last two years.

No. of publications
5 10 15
Bar chart. Horizontal axis: year, 2002 to 2025. Vertical axis: number of publications, 0 to 16. Peak 16 publications in 2019. 2002: 1 publication 2003: 0 publications 2004: 3 publications 2005: 1 publication 2006: 4 publications 2007: 5 publications 2008: 4 publications 2009: 14 publications 2010: 3 publications 2011: 12 publications 2012: 10 publications 2013: 8 publications 2014: 7 publications 2015: 5 publications 2016: 7 publications 2017: 14 publications 2018: 11 publications 2019: 16 publications 2020: 8 publications 2021: 11 publications 2022: 12 publications 2023: 10 publications 2024: 3 publications 2025: 8 publications
2002 2025

177 publications in total across all disciplines

View publications per year as a table
Ashwin Machanavajjhala: publications per year, 2002 to 2025
Year Publications
2002 1
2003 0
2004 3
2005 1
2006 4
2007 5
2008 4
2009 14
2010 3
2011 12
2012 10
2013 8
2014 7
2015 5
2016 7
2017 14
2018 11
2019 16
2020 8
2021 11
2022 12
2023 10
2024 3
2025 8
Total 177
Download as CSV

Ashwin Machanavajjhala publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Ashwin Machanavajjhala sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 152–161 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 157 publications — 30th percentile

30% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559 157
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Ashwin Machanavajjhala D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Ashwin Machanavajjhala sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 44–45 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 45 D-Index — 51st percentile

51% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763 45
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2020 - ACM Distinguished Member

Overview

Ashwin Machanavajjhala is affiliated with Duke University in the United States. Their research primarily addresses areas within Computer Science, with a focus on Artificial Intelligence, Cryptography and Data Security, and Privacy-Preserving Technologies in Data. The scope of their work also extends to subfields such as Computer Science Applications, Sociology and Political Science, Information Systems, and Management Science and Operations Research.

The main topics covered by their research include:

  • Privacy-Preserving Technologies in Data
  • Cryptography and Data Security
  • Mobile Crowdsensing and Crowdsourcing
  • Internet Traffic Analysis and Secure E-voting
  • Data Quality and Management
  • Privacy, Security, and Data Protection
  • Blockchain Technology Applications and Security

Ashwin Machanavajjhala has a significant publication record, with many papers appearing in notable venues such as arXiv (Cornell University), Proceedings of the VLDB Endowment, and Communications of the ACM. Other frequent publication outlets include the Proceedings of the 2022 International Conference on Management of Data and ACM Transactions on Database Systems.

Selected recent papers include:

  • The 2020 Census Disclosure Avoidance System TopDown Algorithm, 2022, Harvard Data Science Review
  • R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys, 2022, Proceedings of the 2022 International Conference on Management of Data
  • DP-cryptography, 2021, Communications of the ACM
  • Benchmarking Differentially Private Synthetic Data Generation Algorithms, 2021, arXiv (Cornell University)
  • Equity and Privacy: More Than Just a Tradeoff, 2021, IEEE Security & Privacy

Frequent collaborators of Ashwin Machanavajjhala include William Sexton, David Saurí, Yuchao Tao, Gerome Miklau, and Michael Hay. These coauthors have contributed to multiple joint publications alongside Ashwin Machanavajjhala.

In recognition of their contributions, Ashwin Machanavajjhala was named an ACM Distinguished Member in 2020.

Best Publications

  • L-diversity: Privacy beyond k-anonymity

    Ashwin Machanavajjhala;Daniel Kifer;Johannes Gehrke;Muthuramakrishnan Venkitasubramaniam

  • L-diversity: privacy beyond k-anonymity

    A. Machanavajjhala;J. Gehrke;D. Kifer;M. Venkitasubramaniam

  • No free lunch in data privacy

    Daniel Kifer;Ashwin Machanavajjhala

  • Privacy: Theory meets Practice on the Map

    Unknown

  • Entity resolution: theory, practice & open challenges

    Lise Getoor;Ashwin Machanavajjhala

  • Worst-Case Background Knowledge for Privacy-Preserving Data Publishing

    D. J. Martin;D. Kifer;A. Machanavajjhala;J. Gehrke

  • Pufferfish: A framework for mathematical privacy definitions

    Daniel Kifer;Ashwin Machanavajjhala

  • DPT: differentially private trajectory synthesis using hierarchical reference systems

    Xi He;Graham Cormode;Ashwin Machanavajjhala;Cecilia M. Procopiuc

  • Personalized social recommendations: accurate or private

    Ashwin Machanavajjhala;Aleksandra Korolova;Atish Das Sarma

  • Blowfish privacy: tuning privacy-utility trade-offs using policies

    Xi He;Ashwin Machanavajjhala;Bolin Ding

  • Privacy-Preserving Data Publishing

    Bee-Chung Chen;Daniel Kifer;Kristen LeFevre;Ashwin Machanavajjhala

  • A rigorous and customizable framework for privacy

    Daniel Kifer;Ashwin Machanavajjhala

  • Principled Evaluation of Differentially Private Algorithms using DPBench

    Michael Hay;Ashwin Machanavajjhala;Gerome Miklau;Yan Chen

  • Publishing Search Logs—A Comparative Study of Privacy Guarantees

    M. Gotz;A. Machanavajjhala;Guozhang Wang;Xiaokui Xiao

  • Finding connected components in map-reduce in logarithmic rounds

    V. Rastogi;A. Machanavajjhala;L. Chitnis;Anish Das Sarma

  • Entity resolution for big data

    Lise Getoor;Ashwin Machanavajjhala

  • P-ring: an efficient and robust P2P range index structure

    Adina Crainiceanu;Prakash Linga;Ashwin Machanavajjhala;Johannes Gehrke

  • Big privacy: protecting confidentiality in big data

    Ashwin Machanavajjhala;Jerome P. Reiter

  • PrivateSQL: a differentially private SQL query engine

    Ios Kotsogiannis;Yuchao Tao;Xi He;Maryam Fanaeepour

  • Composing Differential Privacy and Secure Computation: A Case Study on Scaling Private Record Linkage

    Xi He;Ashwin Machanavajjhala;Cheryl Flynn;Divesh Srivastava

  • Optimizing error of high-dimensional statistical queries under differential privacy

    Ryan McKenna;Gerome Miklau;Michael Hay;Ashwin Machanavajjhala

Frequent Co-Authors

Johannes Gehrke
Johannes Gehrke Microsoft (United States)
Gerome Miklau
Gerome Miklau University of Massachusetts Amherst
Daniel Kifer
Daniel Kifer Pennsylvania State University
Jayavel Shanmugasundaram
Jayavel Shanmugasundaram Yahoo (United States)
Landon P. Cox
Landon P. Cox Duke University
Bolin Ding
Bolin Ding Alibaba Group (United States)
Anish Das Sarma
Anish Das Sarma Google (United States)
Sharad Mehrotra
Sharad Mehrotra University of California, Irvine
Divesh Srivastava
Divesh Srivastava AT&T (United States)
Joseph Y. Halpern
Joseph Y. Halpern Cornell University

External Links

Personal website of Ashwin Machanavajjhala Google Scholar page

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Emory University

Publications: 49

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Benjamin C. M. Fung

McGill University

Publications: 44

Divesh Srivastava

Divesh Srivastava

AT&T (United States)

Publications: 43

Josep Domingo-Ferrer

Josep Domingo-Ferrer

Rovira i Virgili University

Publications: 40

Ke Wang

Ke Wang

Simon Fraser University

Publications: 38

Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

Publications: 37

Xiaokui Xiao

Xiaokui Xiao

National University of Singapore

Publications: 35

Ninghui Li

Ninghui Li

Purdue University West Lafayette

Publications: 34

Elisa Bertino

Elisa Bertino

Purdue University West Lafayette

Publications: 33

Jiuyong Li

Jiuyong Li

University of South Australia

Publications: 31

Daniel Kifer

Daniel Kifer

Pennsylvania State University

Publications: 28

Chris Clifton

Chris Clifton

Purdue University West Lafayette

Publications: 28

Ada Wai-Chee Fu

Ada Wai-Chee Fu

Chinese University of Hong Kong

Publications: 28

Hua Wang

Hua Wang

Victoria University

Publications: 27

Tianqing Zhu

Tianqing Zhu

Deakin University

Publications: 26

Raymond Chi-Wing Wong

Raymond Chi-Wing Wong

Hong Kong University of Science and Technology

Publications: 24

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