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Amir Houmansadr

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 35 11588 11256 4759 4553 144 6127

Amir Houmansadr publications per year

The chart shows the history of publications by Amir Houmansadr between 2006 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Amir Houmansadr published across 20 years, from 2006 to 2025, averaging 8.2 papers a year. Output peaked at 19 publications in 2025. 36 of the 164 publications appeared in the last two years.

No. of publications
5 10 15
Bar chart. Horizontal axis: year, 2006 to 2025. Vertical axis: number of publications, 0 to 19. Peak 19 publications in 2025. 2006: 2 publications 2007: 0 publications 2008: 1 publication 2009: 2 publications 2010: 0 publications 2011: 9 publications 2012: 10 publications 2013: 5 publications 2014: 3 publications 2015: 2 publications 2016: 10 publications 2017: 11 publications 2018: 13 publications 2019: 13 publications 2020: 11 publications 2021: 15 publications 2022: 8 publications 2023: 13 publications 2024: 17 publications 2025: 19 publications
2006 2025

164 publications in total across all disciplines

View publications per year as a table
Amir Houmansadr: publications per year, 2006 to 2025
Year Publications
2006 2
2007 0
2008 1
2009 2
2010 0
2011 9
2012 10
2013 5
2014 3
2015 2
2016 10
2017 11
2018 13
2019 13
2020 11
2021 15
2022 8
2023 13
2024 17
2025 19
Total 164
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Amir Houmansadr 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 Amir Houmansadr 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, 142–151 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: 144 publications — 24th percentile

24% 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
142–151 609 144
152–161 559
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

Amir Houmansadr 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 Amir Houmansadr 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, 34–35 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: 35 D-Index — 20th percentile

20% 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 35
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
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

Overview

Amir Houmansadr is affiliated with the University of Massachusetts Amherst in the United States. Their primary field of research is Computer Science, with a focus on Artificial Intelligence, Computer Vision and Pattern Recognition, and Computer Networks and Communications among other subfields.

The scientist's recent publications include the following:

  • Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning, 2022, 2022 IEEE Symposium on Security and Privacy (SP)
  • Membership Privacy for Machine Learning Models Through Knowledge Transfer, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising, 2020, arXiv (Cornell University)
  • Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture, 2021, arXiv (Cornell University)
  • FINN: Fingerprinting Network Flows using Neural Networks, 2021, Annual Computer Security Applications Conference

Frequent co-authors of Amir Houmansadr include:

  • Dennis Goeckel (11 coauthored works)
  • Ali Naseh (10 coauthored works)
  • Virat Shejwalkar (9 coauthored works)
  • Hossein Pishro-Nik (8 coauthored works)
  • Yuefeng Peng (8 coauthored works)

The main publication venues for their work include:

  • arXiv (Cornell University) with 39 publications
  • Proceedings of the AAAI Conference on Artificial Intelligence with 2 publications
  • IEEE Internet of Things Journal with 2 publications
  • 2022 IEEE Symposium on Security and Privacy (SP) with 1 publication
  • Annual Computer Security Applications Conference with 1 publication

Amir Houmansadr's research covers several major topics, including:

  • Privacy-Preserving Technologies in Data
  • Adversarial Robustness in Machine Learning
  • Internet Traffic Analysis and Secure E-voting
  • Network Security and Intrusion Detection
  • Cryptography and Data Security
  • Advanced Malware Detection Techniques
  • Topic Modeling

The scientist's work primarily focuses on enhancing data privacy and developing secure machine learning techniques. Projects involve investigating poisoning attacks on federated learning, membership privacy methods, and mechanisms for mitigating inference attacks through model architectures. Their contributions span both theoretical and applied aspects within cybersecurity and artificial intelligence domains.

Best Publications

  • Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

    Milad Nasr;Reza Shokri;Amir Houmansadr

  • Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

    Milad Nasr;Reza Shokri;Amir Houmansadr

  • Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning.

    Virat Shejwalkar;Amir Houmansadr

  • Machine Learning with Membership Privacy using Adversarial Regularization

    Milad Nasr;Reza Shokri;Amir Houmansadr

  • Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning

    Unknown

  • The Parrot Is Dead: Observing Unobservable Network Communications

    A. Houmansadr;C. Brubaker;V. Shmatikov

  • RAINBOW: A Robust And Invisible Non-Blind Watermark for Network Flows.

    Amir Houmansadr;Negar Kiyavash;Nikita Borisov

  • Cirripede: circumvention infrastructure using router redirection with plausible deniability

    Amir Houmansadr;Giang T.K. Nguyen;Matthew Caesar;Nikita Borisov

  • Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks.

    Milad Nasr;Reza Shokri;Amir Houmansadr

  • Information Hiding in Communication Networks: Fundamentals, Mechanisms, Applications, and Countermeasures

    Wojciech Mazurczyk;Steffen Wendzel;Sebastian Zander;Amir Houmansadr

  • A cloud-based intrusion detection and response system for mobile phones

    Amir Houmansadr;Saman A. Zonouz;Robin Berthier

  • Stegobot: a covert social network botnet

    Shishir Nagaraja;Amir Houmansadr;Pratch Piyawongwisal;Vijit Singh

  • Secloud: A cloud-based comprehensive and lightweight security solution for smartphones

    Saman Zonouz;Amir Houmansadr;Robin Berthier;Nikita Borisov

  • SWIRL: A Scalable Watermark to Detect Correlated Network Flows.

    Amir Houmansadr;Nikita Borisov

  • I want my voice to be heard: IP over Voice-over-IP for unobservable censorship circumvention.

    Amir Houmansadr;Thomas J. Riedl;Nikita Borisov;Andrew C. Singer

  • Multi-flow attacks against network flow watermarking schemes

    Negar Kiyavash;Amir Houmansadr;Nikita Borisov

  • DeepCorr: Strong Flow Correlation Attacks on Tor Using Deep Learning

    Milad Nasr;Alireza Bahramali;Amir Houmansadr

  • CensorSpoofer: asymmetric communication using IP spoofing for censorship-resistant web browsing

    Qiyan Wang;Xun Gong;Giang T.K. Nguyen;Amir Houmansadr

  • Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer.

    Hongyan Chang;Virat Shejwalkar;Reza Shokri;Amir Houmansadr

  • Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems

    Alireza Bahramali;Milad Nasr;Amir Houmansadr;Dennis Goeckel

  • Membership Privacy for Machine Learning Models Through Knowledge Transfer.

    Virat Shejwalkar;Amir Houmansadr

  • Membership Privacy for Machine Learning Models Through Knowledge Transfer

    Virat Shejwalkar;Amir Houmansadr

  • CloudTransport: Using Cloud Storage for Censorship-Resistant Networking

    Chad Brubaker;Chad Brubaker;Amir Houmansadr;Vitaly Shmatikov

  • CoCo: coding-based covert timing channels for network flows

    Amir Houmansadr;Nikita Borisov

  • Compressive Traffic Analysis: A New Paradigm for Scalable Traffic Analysis

    Milad Nasr;Amir Houmansadr;Arya Mazumdar

Frequent Co-Authors

Nikita Borisov
Nikita Borisov University of Illinois at Urbana-Champaign
Dennis Goeckel
Dennis Goeckel University of Massachusetts Amherst
Wojciech Mazurczyk
Wojciech Mazurczyk Warsaw University of Technology
Reza Shokri
Reza Shokri National University of Singapore
Don Towsley
Don Towsley University of Massachusetts Amherst
Vitaly Shmatikov
Vitaly Shmatikov Cornell University
Matthew Caesar
Matthew Caesar University of Illinois at Urbana-Champaign
Nick Feamster
Nick Feamster University of Chicago
Andrew C. Singer
Andrew C. Singer University of Illinois at Urbana-Champaign
Thomas Riedl
Thomas Riedl University of Wuppertal

External Links

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Best Scientists Citing Amir Houmansadr

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Publications: 18

Wojciech Mazurczyk

Wojciech Mazurczyk

Warsaw University of Technology

Publications: 18

Xinwen Fu

Xinwen Fu

University of Massachusetts Lowell

Publications: 17

Michael Backes

Michael Backes

University of Oxford

Publications: 16

Prateek Mittal

Prateek Mittal

Princeton University

Publications: 14

Junzhou Luo

Junzhou Luo

Southeast University

Publications: 13

Neil Zhenqiang Gong

Neil Zhenqiang Gong

Duke University

Publications: 13

Wei Yu

Wei Yu

Towson University

Publications: 12

Emiliano De Cristofaro

Emiliano De Cristofaro

University of California, Riverside

Publications: 11

Jean-Pierre Hubaux

Jean-Pierre Hubaux

École Polytechnique Fédérale de Lausanne

Publications: 11

Hamed Haddadi

Hamed Haddadi

Imperial College London

Publications: 11

Ling Liu

Ling Liu

Georgia Institute of Technology

Publications: 11

Jacques Fellay

Jacques Fellay

École Polytechnique Fédérale de Lausanne

Publications: 10

Mario Fritz

Mario Fritz

Helmholtz Center for Information Security

Publications: 10

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Nick Feamster

University of Chicago

Publications: 9

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Publications: 9

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