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Researcher · IMDEA Software Institute · Spain

Marco Guarnieri

Marco Guarnieri publishes mostly in Artificial Intelligence, Signal Processing and Computer Networks and Communications, on topics such as Security and Verification in Computing, Advanced Malware Detection Techniques and Access Control and Trust.

ORCID 0000-0001-5767-555X OpenAlex
World rank
#3,604,372
of 7,710,434 ranked researchers
Rank in Spain
#81,616
of 204,306
Works
53
Citations
277
Citations per work
5.2
h-index
10
i10-index 10Top 42% in Artificial Intelligence
Marco Guarnieri

What does Marco Guarnieri research?

Marco Guarnieri's work is mostly in Computer Science (81%).

Physical Sciences: 43 works · 81.1% of their workComputer Science: 43 works · 81.1% of their workArtificial Intelligence: 18 works · 34.6% of their workSignal Processing: 6 works · 11.8% of their workComputer Networks and Communications: 5 works · 9.2% of their workInformation Systems: 5 works · 9.2% of their workSoftware: 5 works · 8.5% of their workHardware and Architecture: 4 works · 7.8% of their workEverything else: 10 works · 18.9% of their workTHEIR WORKMarco Guarnieri53works
Physical Sciences81%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science4381.1%
  2. Everything else1018.9%
  1. 1Artificial Intelligence35% of their works
  2. 2Signal Processing12% of their works
  3. 3Computer Networks and Communications9% of their works
  4. 4Information Systems9% of their works
  5. 5Software8% of their works
  6. 6Hardware and Architecture8% of their works

Research topics

Which keywords describe Marco Guarnieri's research?

The keywords of their largest research topics: Security Policies, Side-Channel Attacks, Deep Learning, Machine Learning, Android Malware, Detection, Security and Reputation.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Security Policies311 topic
  2. Side-Channel Attacks311 topic
  3. Deep Learning242 topics
  4. Machine Learning242 topics
  5. Android Malware181 topic
  6. Detection181 topic
  7. Security142 topics
  8. Reputation81 topic
  9. Trust81 topic
  10. Hardware Trojans71 topic
  11. Physical Unclonable Functions71 topic
  12. Adversarial Examples61 topic
  13. Automated Testing61 topic
  14. Robustness61 topic
  15. Software Fault Localization61 topic
  16. Architecture-Based Approach51 topic
  17. Homomorphic Encryption51 topic
  18. Identity-Based Encryption51 topic
  19. Software Reliability Modeling51 topic

Where does Marco Guarnieri work?

Marco Guarnieri's main affiliation in the publication record is IMDEA Software Institute, Spain.

How many publications and citations does Marco Guarnieri have?

OpenAlex counts 53 works and 277 citations for Marco Guarnieri, an h-index of 10, ranking #3,604,372 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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