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Battista Biggio

Battista Biggio

University of Cagliari
Italy

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 47 6334 6151 144 142 176 13902

Battista Biggio publications per year

The chart shows the history of publications by Battista Biggio between 2007 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Battista Biggio published across 20 years, from 2007 to 2026, averaging 11.1 papers a year. Output peaked at 25 publications in 2025. 26 of the 222 publications appeared in the last two years.

No. of publications
5 10 15 20 25
Bar chart. Horizontal axis: year, 2007 to 2026. Vertical axis: number of publications, 0 to 25. Peak 25 publications in 2025. 2007: 5 publications 2008: 2 publications 2009: 3 publications 2010: 3 publications 2011: 8 publications 2012: 6 publications 2013: 4 publications 2014: 7 publications 2015: 10 publications 2016: 12 publications 2017: 13 publications 2018: 14 publications 2019: 15 publications 2020: 10 publications 2021: 21 publications 2022: 24 publications 2023: 15 publications 2024: 24 publications 2025: 25 publications 2026: 1 publication
2007 2026

222 publications in total across all disciplines

View publications per year as a table
Battista Biggio: publications per year, 2007 to 2026
Year Publications
2007 5
2008 2
2009 3
2010 3
2011 8
2012 6
2013 4
2014 7
2015 10
2016 12
2017 13
2018 14
2019 15
2020 10
2021 21
2022 24
2023 15
2024 24
2025 25
2026 1
Total 222
Download as CSV

Battista Biggio 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 Battista Biggio 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, 172–181 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: 176 publications — 37th percentile

37% 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
162–171 534
172–181 556 176
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

Battista Biggio 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 Battista Biggio 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, 46–47 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: 47 D-Index — 56th percentile

56% 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
46–47 689 47
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

Battista Biggio is affiliated with the University of Cagliari in Italy and has contributed extensively to the field of computer science, focusing primarily on artificial intelligence and security-related topics. Their research outputs span over 218 publications in computer science with notable emphasis on several subfields.

The main subfields of study in their body of work include:

  • Artificial Intelligence
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Computer Networks and Communications
  • Information Systems

The primary topics addressed in Biggio's research encompass:

  • Adversarial Robustness in Machine Learning
  • Anomaly Detection Techniques and Applications
  • Advanced Malware Detection Techniques
  • Network Security and Intrusion Detection
  • Advanced Neural Network Applications
  • Security and Verification in Computing
  • Explainable Artificial Intelligence (XAI)

Their publication venues frequently include:

  • arXiv (Cornell University)
  • Computers & Security
  • Information Sciences
  • SSRN Electronic Journal
  • Pattern Recognition

Biggio has coauthored multiple papers with several collaborators, the most frequent of whom are:

  • Fabio Roli
  • Ambra Demontis
  • Luca Demetrio
  • Maura Pintor
  • Antonio Emanuele Cinà

Among recent publications are the following:

  • "Adversarial EXEmples" (2021), published in ACM Transactions on Privacy and Security
  • "Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning" (2023), published in ACM Computing Surveys
  • "The Threat of Offensive AI to Organizations" (2022), published in Computers & Security
  • "ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches" (2022), published in Pattern Recognition
  • "Machine Learning Security in Industry: A Quantitative Survey" (2023), published in IEEE Transactions on Information Forensics and Security

In addition to articles, Biggio has contributed to book literature, publishing with Springer Science+Business Media. One book associated with their name is:

  • "Structural, Syntactic, and Statistical Pattern Recognition" (2021)

Best Publications

  • Evasion attacks against machine learning at test time

    Battista Biggio;Igino Corona;Davide Maiorca;Blaine Nelson

  • Poisoning Attacks against Support Vector Machines

    Battista Biggio;Blaine Nelson;Pavel Laskov

  • Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

    Matthew Jagielski;Alina Oprea;Battista Biggio;Chang Liu

  • Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning

    Battista Biggio;Fabio Roli

  • Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

    Luis Muñoz-González;Battista Biggio;Ambra Demontis;Andrea Paudice

  • Evasion Attacks against Machine Learning at Test Time

    Battista Biggio;Igino Corona;Davide Maiorca;Blaine Nelson

  • Security Evaluation of PatternClassifiers under Attack

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Is Feature Selection Secure against Training Data Poisoning

    Huang Xiao;Battista Biggio;Gavin Brown;Giorgio Fumera

  • Security Evaluation of Pattern Classifiers under Attack

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Support Vector Machines Under Adversarial Label Noise

    Battista Biggio;Blaine Nelson;Pavel Laskov

  • Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables

    Bojan Kolosnjaji;Ambra Demontis;Battista Biggio;Davide Maiorca

  • Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection

    Ambra Demontis;Marco Melis;Battista Biggio;Davide Maiorca

  • Adversarial Feature Selection Against Evasion Attacks

    Fei Zhang;Patrick P. K. Chan;Battista Biggio;Daniel S. Yeung

  • Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware

    Luca Demetrio;Battista Biggio;Giovanni Lagorio;Fabio Roli

  • Support vector machines under adversarial label contamination

    Huang Xiao;Battista Biggio;Blaine Nelson;Han Xiao

  • Multiple classifier systems for robust classifier design in adversarial environments

    Battista Biggio;Giorgio Fumera;Fabio Roli

  • Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks

    Ambra Demontis;Marco Melis;Maura Pintor;Matthew Jagielski

  • Wild patterns: Ten years after the rise of adversarial machine learning half-day tutorial

    B. Biggio;F. Roli

  • Security evaluation of biometric authentication systems under real spoofing attacks

    Battista Biggio;Zahid Akhtar;Giorgio Fumera;Gian Luca Marcialis

  • Is data clustering in adversarial settings secure

    Battista Biggio;Ignazio Pillai;Samuel Rota Bulò;Davide Ariu

  • Poisoning behavioral malware clustering

    Battista Biggio;Konrad Rieck;Davide Ariu;Christian Wressnegger

  • Who are you? A statistical approach to measuring user authenticity

    S Jain;M Mandell Freeman;Battista Biggio;M Duermuth

Frequent Co-Authors

Fabio Roli
Fabio Roli University of Genoa
Giorgio Fumera
Giorgio Fumera University of Cagliari
Giorgio Giacinto
Giorgio Giacinto University of Cagliari
Gian Luca Marcialis
Gian Luca Marcialis University of Cagliari
Pavel Laskov
Pavel Laskov University of Liechtenstein
Cristina Nita-Rotaru
Cristina Nita-Rotaru Northeastern University
Alina Oprea
Alina Oprea Northeastern University
Marcello Pelillo
Marcello Pelillo Ca Foscari University of Venice
Claudia Eckert
Claudia Eckert The Open University
Samuel Rota Bulò
Samuel Rota Bulò Facebook (United States)

External Links

Personal website of Battista Biggio Google Scholar page

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Best Scientists Citing Battista Biggio

Nicolas Papernot

Nicolas Papernot

University of Toronto

Publications: 39

Pin-Yu Chen

Pin-Yu Chen

IBM (United States)

Publications: 26

Somesh Jha

Somesh Jha

University of Wisconsin–Madison

Publications: 25

Giorgio Giacinto

Giorgio Giacinto

University of Cagliari

Publications: 22

Patrick McDaniel

Patrick McDaniel

University of Wisconsin–Madison

Publications: 22

Xiaojin Zhu

Xiaojin Zhu

University of Wisconsin–Madison

Publications: 22

Tom Goldstein

Tom Goldstein

University of Maryland, College Park

Publications: 20

Neil Zhenqiang Gong

Neil Zhenqiang Gong

Duke University

Publications: 19

Nicholas Carlini

Nicholas Carlini

Google (United States)

Publications: 18

Prateek Mittal

Prateek Mittal

Princeton University

Publications: 18

Michael Backes

Michael Backes

University of Oxford

Publications: 17

David Wagner

David Wagner

University of California, Berkeley

Publications: 16

Michal Wozniak

Michal Wozniak

Wrocław University of Science and Technology

Publications: 15

Emil Lupu

Emil Lupu

Imperial College London

Publications: 15

George Kesidis

George Kesidis

Pennsylvania State University

Publications: 15

Marta Kwiatkowska

Marta Kwiatkowska

University of Oxford

Publications: 15

Trending Scientists

Niels Hansen

Niels Hansen

Technical University of Denmark

Wen-Hui Shen

Wen-Hui Shen

Centre national de la recherche scientifique, CNRS

Toni Cathomen

Toni Cathomen

University of Freiburg

Eden B. King

Eden B. King

Rice University

Vincent van de Ven

Vincent van de Ven

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Anke-Hilse Maitland-van der Zee

Anke-Hilse Maitland-van der Zee

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Wolfgang Sperl

Wolfgang Sperl

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Yadu Pokhrel

Yadu Pokhrel

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Chi-Sum Wong

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Vincent J. Roscigno

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Christian Münz

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