H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 45 Citations 7,090 144 World Ranking 3642 National Ranking 216

Overview

What is he best known for?

The fields of study he is best known for:

  • The Internet
  • Computer network
  • Operating system

His primary areas of investigation include Computer security, Internet privacy, Artificial intelligence, Inference and Machine learning. His work on Cryptographic protocol as part of general Computer security research is frequently linked to Genome, Personalized medicine and DNA sequencing, bridging the gap between disciplines. His work on Privacy by Design, Privacy software and Information privacy as part of general Internet privacy study is frequently connected to Aggression and Mainstream, therefore bridging the gap between diverse disciplines of science and establishing a new relationship between them.

The Artificial intelligence study combines topics in areas such as Adversary and Collaborative learning. His Inference study integrates concerns from other disciplines, such as Overfitting, Stability, Generative grammar, Generative model and Discriminative model. His work in Fake news addresses subjects such as World Wide Web, which are connected to disciplines such as Perceptual hashing.

His most cited work include:

  • Exploiting Unintended Feature Leakage in Collaborative Learning (295 citations)
  • Practical private set intersection protocols with linear complexity (294 citations)
  • Mean Birds: Detecting Aggression and Bullying on Twitter (194 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Computer security, Internet privacy, World Wide Web, Social media and Information sensitivity. His studies deal with areas such as Overhead and The Internet as well as Computer security. His research investigates the connection between Overhead and topics such as Aggregate that intersect with issues in Inference.

He frequently studies issues relating to Social network and Internet privacy. His studies in World Wide Web integrate themes in fields like Service provider, Timeline and Anonymity. His Social media research includes themes of Internet research and Public opinion.

He most often published in these fields:

  • Computer security (26.16%)
  • Internet privacy (24.05%)
  • World Wide Web (21.10%)

What were the highlights of his more recent work (between 2018-2021)?

  • Internet privacy (24.05%)
  • Social media (12.24%)
  • Set (8.44%)

In recent papers he was focusing on the following fields of study:

Internet privacy, Social media, Set, Inference and Artificial intelligence are his primary areas of study. His Internet privacy study combines topics in areas such as Information warfare and Social network. His Social media research is included under the broader classification of World Wide Web.

His Inference research integrates issues from Quality, Computer security, Adversary, Data science and Robustness. He combines subjects such as False positive paradox and False positives and false negatives with his study of Computer security. While the research belongs to areas of Artificial intelligence, Emiliano De Cristofaro spends his time largely on the problem of Machine learning, intersecting his research to questions surrounding Risk assessment and Information leakage.

Between 2018 and 2021, his most popular works were:

  • Exploiting Unintended Feature Leakage in Collaborative Learning (295 citations)
  • LOGAN: Membership Inference Attacks Against Generative Models (119 citations)
  • Disinformation Warfare: Understanding State-Sponsored Trolls on Twitter and Their Influence on the Web (56 citations)

In his most recent research, the most cited papers focused on:

  • The Internet
  • Computer network
  • Operating system

Emiliano De Cristofaro mainly investigates Machine learning, Artificial intelligence, Internet privacy, Social media and Inference. His biological study spans a wide range of topics, including Data modeling, Adversary, Training set and Generative grammar. His Artificial intelligence research is multidisciplinary, incorporating elements of Call graph and Android, Malware, Android malware.

His Internet privacy study incorporates themes from Relevance and Online harassment. His study with Social media involves better knowledge in World Wide Web. He usually deals with Inference and limits it to topics linked to Robustness and Federated learning, Differential privacy, Backdoor, Computer security and Leverage.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Exploiting Unintended Feature Leakage in Collaborative Learning

Luca Melis;Congzheng Song;Emiliano De Cristofaro;Vitaly Shmatikov.
ieee symposium on security and privacy (2019)

420 Citations

Practical private set intersection protocols with linear complexity

Emiliano De Cristofaro;Gene Tsudik.
financial cryptography (2010)

379 Citations

Mean Birds: Detecting Aggression and Bullying on Twitter

Despoina Chatzakou;Nicolas Kourtellis;Jeremy Blackburn;Emiliano De Cristofaro.
web science (2017)

243 Citations

Countering GATTACA: efficient and secure testing of fully-sequenced human genomes

Pierre Baldi;Roberta Baronio;Emiliano De Cristofaro;Paolo Gasti.
computer and communications security (2011)

242 Citations

Linear-complexity private set intersection protocols secure in malicious model

Emiliano De Cristofaro;Jihye Kim;Gene Tsudik.
international conference on the theory and application of cryptology and information security (2010)

225 Citations

Fast and Private Computation of Cardinality of Set Intersection and Union

Emiliano De Cristofaro;Paolo Gasti;Gene Tsudik.
cryptology and network security (2012)

173 Citations

MaMaDroid: Detecting Android Malware by Building Markov Chains of Behavioral Models

Enrico Mariconti;Lucky Onwuzurike;Panagiotis Andriotis;Emiliano De Cristofaro.
network and distributed system security symposium (2017)

170 Citations

LOGAN: Membership Inference Attacks Against Generative Models

Jamie Hayes;Luca Melis;George Danezis;Emiliano De Cristofaro.
privacy enhancing technologies (2019)

153 Citations

Privacy in content-oriented networking: threats and countermeasures

Abdelberi Chaabane;Emiliano De Cristofaro;Mohamed Ali Kaafar;Ersin Uzun.
acm special interest group on data communication (2013)

125 Citations

The web centipede: understanding how web communities influence each other through the lens of mainstream and alternative news sources

Savvas Zannettou;Tristan Caulfield;Emiliano De Cristofaro;Nicolas Kourtelris.
internet measurement conference (2017)

122 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Emiliano De Cristofaro

Jean-Pierre Hubaux

Jean-Pierre Hubaux

École Polytechnique Fédérale de Lausanne

Publications: 33

Gianluca Stringhini

Gianluca Stringhini

Boston University

Publications: 26

Thomas Schneider

Thomas Schneider

TU Darmstadt

Publications: 21

Hamed Haddadi

Hamed Haddadi

Imperial College London

Publications: 16

Florian Kerschbaum

Florian Kerschbaum

University of Waterloo

Publications: 14

Benny Pinkas

Benny Pinkas

Bar-Ilan University

Publications: 14

Gene Tsudik

Gene Tsudik

University of California, Irvine

Publications: 14

Kui Ren

Kui Ren

Zhejiang University

Publications: 14

Reza Shokri

Reza Shokri

National University of Singapore

Publications: 13

Cong Wang

Cong Wang

City University of Hong Kong

Publications: 13

Qiang Yang

Qiang Yang

Hong Kong University of Science and Technology

Publications: 13

Ponnurangam Kumaraguru

Ponnurangam Kumaraguru

Indraprastha Institute of Information Technology Delhi

Publications: 11

Yang Liu

Yang Liu

Nanyang Technological University

Publications: 10

Mauro Conti

Mauro Conti

University of Padua

Publications: 10

Mario Fritz

Mario Fritz

Helmholtz Center for Information Security

Publications: 10

Mourad Debbabi

Mourad Debbabi

Concordia University

Publications: 10

Something went wrong. Please try again later.