World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
42
Citations
11031
World Ranking
8209
National Ranking
3522

Suman Jana 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 Suman Jana sits on this spectrum.

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 publications 991+

This scientist: 91 publications — 6th percentile

6% of scientists in this discipline score the same or lower.

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

Suman Jana 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 Suman Jana sits on this spectrum.

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 D-Index 131+

This scientist: 42 D-Index — 43rd percentile

43% of scientists in this discipline score the same or lower.

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

Overview

Suman Jana is affiliated with Columbia University in the United States and specializes in the field of Computer Science. Their research broadly covers several subfields including Artificial Intelligence, Information Systems, Signal Processing, Software, and Control and Systems Engineering.

Their work engages with a variety of topics, including:

  • Advanced Malware Detection Techniques
  • Adversarial Robustness in Machine Learning
  • Software Engineering Research
  • Software Testing and Debugging Techniques
  • Lightning and Electromagnetic Phenomena
  • Advanced Neural Network Applications
  • Anomaly Detection Techniques and Applications

Suman Jana has contributed to numerous publications across notable venues. The most frequent publication venues include:

  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • 2022 IEEE Symposium on Security and Privacy (SP)
  • IEEE Transactions on Software Engineering
  • IEEE Open Journal of the Computer Society

Selected recent papers authored or co-authored by Suman Jana include:

  • "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers" (2020), arXiv (Cornell University)
  • "TrustLLM: Trustworthiness in Large Language Models" (2024), arXiv (Cornell University)
  • "Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis" (2022), 2022 IEEE Symposium on Security and Privacy (SP)
  • "Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity" (2020), arXiv (Cornell University)
  • "Learning Approximate Execution Semantics From Traces for Binary Function Similarity" (2022), IEEE Transactions on Software Engineering

The scientist frequently collaborates with several co-authors including:

  • Dongdong She
  • Shiqi Wang
  • Baishakhi Ray
  • Cho-Jui Hsieh
  • Junfeng Yang

Best Publications

  • DeepTest: automated testing of deep-neural-network-driven autonomous cars

    Yuchi Tian;Kexin Pei;Suman Jana;Baishakhi Ray

  • DeepXplore: Automated Whitebox Testing of Deep Learning Systems

    Kexin Pei;Yinzhi Cao;Junfeng Yang;Suman Jana

  • On Fast and Accurate Detection of Unauthorized Wireless Access Points Using Clock Skews

    S. Jana;S.K. Kasera

  • Certified Robustness to Adversarial Examples with Differential Privacy

    Mathias Lecuyer;Vaggelis Atlidakis;Roxana Geambasu;Daniel Hsu

  • The most dangerous code in the world: validating SSL certificates in non-browser software

    Martin Georgiev;Subodh Iyengar;Suman Jana;Rishita Anubhai

  • On the effectiveness of secret key extraction from wireless signal strength in real environments

    Suman Jana;Sriram Nandha Premnath;Mike Clark;Sneha K. Kasera

  • High-Rate Uncorrelated Bit Extraction for Shared Secret Key Generation from Channel Measurements

    N. Patwari;J. Croft;S. Jana;S.K. Kasera

  • Secret Key Extraction from Wireless Signal Strength in Real Environments

    S. N. Premnath;S. Jana;J. Croft;P. L. Gowda

  • Formal Security Analysis of Neural Networks using Symbolic Intervals

    Shiqi Wang;Kexin Pei;Justin Whitehouse;Junfeng Yang

  • Efficient Formal Safety Analysis of Neural Networks

    Shiqi Wang;Kexin Pei;Justin Whitehouse;Junfeng Yang

  • Using Frankencerts for Automated Adversarial Testing of Certificate Validation in SSL/TLS Implementations

    Chad Brubaker;Suman Jana;Baishakhi Ray;Sarfraz Khurshid

  • Memento: Learning Secrets from Process Footprints

    S. Jana;V. Shmatikov

  • NEUZZ: Efficient Fuzzing with Neural Program Smoothing

    Dongdong She;Kexin Pei;Dave Epstein;Junfeng Yang

  • A Scanner Darkly: Protecting User Privacy from Perceptual Applications

    S. Jana;A. Narayanan;V. Shmatikov

  • SlowFuzz: Automated Domain-Independent Detection of Algorithmic Complexity Vulnerabilities

    Theofilos Petsios;Jason Zhao;Angelos D. Keromytis;Suman Jana

  • TrustLLM: Trustworthiness in Large Language Models

    Unknown

  • Password managers: attacks and defenses

    David Silver;Suman Jana;Dan Boneh;Eric Chen

  • DeepXplore: automated whitebox testing of deep learning systems

    Kexin Pei;Yinzhi Cao;Junfeng Yang;Suman Jana

  • NEZHA: Efficient Domain-Independent Differential Testing

    Theofilos Petsios;Adrian Tang;Salvatore Stolfo;Angelos D. Keromytis

  • Breaking and Fixing Origin-Based Access Control in Hybrid Web/Mobile Application Frameworks.

    Martin Georgiev;Suman Jana;Vitaly Shmatikov

  • Enabling fine-grained permissions for augmented reality applications with recognizers

    Suman Jana;David Molnar;Alexander Moshchuk;Alan Dunn

  • MoonShine: Optimizing OS Fuzzer Seed Selection with Trace Distillation.

    Shankara Pailoor;Andrew Aday;Suman Jana

  • HYDRA: Pruning adversarially robust neural networks

    Vikash Sehwag;Shiqi Wang;Prateek Mittal;Suman Jana

Frequent Co-Authors

Junfeng Yang
Junfeng Yang Columbia University
Baishakhi Ray
Baishakhi Ray Columbia University
Vitaly Shmatikov
Vitaly Shmatikov Cornell University
Sneha Kumar Kasera
Sneha Kumar Kasera University of Utah
Daniel Hsu
Daniel Hsu Columbia University
Angelos D. Keromytis
Angelos D. Keromytis Georgia Institute of Technology
Prateek Mittal
Prateek Mittal Princeton University
Neal Patwari
Neal Patwari Washington University in St. Louis
Eyal Ofek
Eyal Ofek Microsoft (United States)
David Molnar
David Molnar Microsoft (United States)

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