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Computer Science

D-Index
45
Citations
11322
World Ranking
7072
National Ranking
3105

Research.com Recognitions

  • 2012 - ACM Senior Member

Overview

Michael Bailey is affiliated with the Georgia Institute of Technology in the United States. Their research spans multiple fields, primarily focused on Computer Science and Biochemistry, Genetics and Molecular Biology. Bailey's work engages with subfields such as Molecular Biology, Artificial Intelligence, Information Systems, Computational Theory and Mathematics, and Sociology and Political Science.

The scientist's recent publications cover a variety of relevant topics and demonstrate ongoing contributions to interdisciplinary areas. Key recent papers include:

  • "CodonBERT: Large Language Models for mRNA design and optimization" (2023), published in bioRxiv (Cold Spring Harbor Laboratory)
  • "CodonBERT large language model for mRNA vaccines" (2024), published in Genome Research
  • "Representations of lipid nanoparticles using large language models for transfection efficiency prediction" (2024), published in Bioinformatics
  • "Designing Toxic Content Classification for a Diversity of Perspectives" (2021), published in arXiv (Cornell University)
  • "Testing Snowden's Hypothesis Does Mere Awareness Drive Opposition to Government Surveillance?" (2020), published in Public Opinion Quarterly

Their work frequently addresses several main topics, including:

  • RNA and protein synthesis mechanisms
  • Computational Drug Discovery Methods
  • Hate Speech and Cyberbullying Detection
  • Spam and Phishing Detection
  • Advanced Malware Detection Techniques
  • Machine Learning and Algorithms
  • Protein Structure and Dynamics

Bailey maintains collaborative research relationships with several frequent co-authors, including Lorenzo Kogler-Anele, Ziv Bar-Joseph, Sven Jäger, Sizhen Li, and Saeed Moayedpour. These collaborations have contributed to multiple projects and publications.

Their work has been disseminated in various scholarly venues, with multiple publications appearing in bioRxiv (Cold Spring Harbor Laboratory) and arXiv (Cornell University). Other notable venues include Genome Research, Bioinformatics, and Public Opinion Quarterly.

Bailey was awarded the ACM Senior Member designation in 2012. This recognition reflects standing within the professional computing community, though no further honor details are provided.

Best Publications

  • Understanding the mirai botnet

    Manos Antonakakis;Tim April;Michael Bailey;Matthew Bernhard

  • The Matter of Heartbleed

    Zakir Durumeric;Frank Li;James Kasten;Johanna Amann

  • Automated classification and analysis of internet malware

    Michael Bailey;Jon Oberheide;Jon Andersen;Z. Morley Mao

  • A Search Engine Backed by Internet-Wide Scanning

    Zakir Durumeric;David Adrian;Ariana Mirian;Michael Bailey

  • Towards an understanding of anti-virtualization and anti-debugging behavior in modern malware

    Xu Chen;J. Andersen;Z.M. Mao;M. Bailey

  • Analysis of the HTTPS certificate ecosystem

    Zakir Durumeric;James Kasten;Michael Bailey;J. Alex Halderman

  • The Internet Motion Sensor - A Distributed Blackhole Monitoring System.

    Michael Bailey;Evan Cooke;Farnam Jahanian;Jose Nazario

  • A Survey of Botnet Technology and Defenses

    Michael Bailey;Evan Cooke;Farnam Jahanian;Yunjing Xu

  • An exploration of L2 cache covert channels in virtualized environments

    Yunjing Xu;Michael Bailey;Farnam Jahanian;Kaustubh Joshi

  • Bohatei: flexible and elastic DDoS defense

    Seyed K. Fayaz;Yoshiaki Tobioka;Vyas Sekar;Michael Bailey

  • Bobtail: avoiding long tails in the cloud

    Yunjing Xu;Zachary Musgrave;Brian Noble;Michael Bailey

  • Internet background radiation revisited

    Eric Wustrow;Manish Karir;Michael Bailey;Farnam Jahanian

  • Cloudy with a chance of breach: forecasting cyber security incidents

    Yang Liu;Armin Sarabi;Jing Zhang;Parinaz Naghizadeh

  • Taming the 800 Pound Gorilla: The Rise and Decline of NTP DDoS Attacks

    Jakub Czyz;Michael Kallitsis;Manaf Gharaibeh;Christos Papadopoulos

  • The Blaster worm: then and now

    M. Bailey;E. Cooke;F. Jahanian;D. Watson

  • The Menlo Report

    M. Bailey;D. Dittrich;E. Kenneally;D. Maughan

  • Measuring IPv6 adoption

    Jakub Czyz;Mark Allman;Jing Zhang;Scott Iekel-Johnson

  • The Security Impact of HTTPS Interception

    Zakir Durumeric;Zane Ma;Drew Springall;Richard Barnes

  • Shades of grey: On the effectiveness of reputation-based “blacklists”

    S. Sinha;M. Bailey;F. Jahanian

  • Toward understanding distributed blackhole placement

    Evan Cooke;Michael Bailey;Z. Morley Mao;David Watson

  • An internet-wide view of internet-wide scanning

    Zakir Durumeric;Michael Bailey;J. Alex Halderman

Frequent Co-Authors

Farnam Jahanian
Farnam Jahanian Carnegie Mellon University
J. Alex Halderman
J. Alex Halderman University of Michigan–Ann Arbor
Elie Bursztein
Elie Bursztein Google (United States)
Mingyan Liu
Mingyan Liu University of Michigan–Ann Arbor
Yih-Chun Hu
Yih-Chun Hu University of Illinois at Urbana-Champaign
Fabian Monrose
Fabian Monrose University of North Carolina at Chapel Hill
Vyas Sekar
Vyas Sekar Carnegie Mellon University
Brian D. Noble
Brian D. Noble University of Michigan–Ann Arbor
Andrew Miller
Andrew Miller University of Illinois at Urbana-Champaign
Vern Paxson
Vern Paxson University of California, Berkeley

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