World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
41
Citations
5747
World Ranking
8955
National Ranking
3807

Research.com Recognitions

  • 2018 - ACM Distinguished Member
  • 2015 - ACM Senior Member

Overview

Danfeng Yao is affiliated with Virginia Tech in the United States and specializes in computer science with a primary focus on artificial intelligence, information systems, signal processing, computer networks and communications, and software. Their research covers applied topics such as advanced malware detection techniques, software engineering research, security and verification in computing, network security and intrusion detection, machine learning in healthcare, artificial intelligence in healthcare and education, and web application security vulnerabilities.

Yao has contributed to multiple publication venues including arXiv (Cornell University), IEEE Transactions on Software Engineering, bioRxiv (Cold Spring Harbor Laboratory), IEEE Security & Privacy, and Communications Medicine. These venues represent the fields where their research findings have been disseminated.

Frequent co-authors collaborating with Yao encompass:

  • Ya Xiao
  • Sharmin Afrose
  • Na Meng
  • Bimal Viswanath
  • Sazzadur Rahaman

Some recent notable publications authored or coauthored by Danfeng Yao include:

  • "Deep Learning-based Anomaly Detection in Cyber-physical Systems," 2021, ACM Computing Surveys
  • "Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities," 2020, arXiv (Cornell University)
  • "Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction," 2022, Communications Medicine
  • "Automatic Detection of Java Cryptographic API Misuses: Are We There Yet?", 2022, IEEE Transactions on Software Engineering
  • "Evaluation of Static Vulnerability Detection Tools With Java Cryptographic API Benchmarks," 2022, IEEE Transactions on Software Engineering

The awards received by Danfeng Yao include recognition as an ACM Senior Member in 2015 and an ACM Distinguished Member in 2018, reflecting professional standing within the computing research community.

Best Publications

  • Enterprise data breach: causes, challenges, prevention, and future directions

    Unknown

  • Deep Learning-based Anomaly Detection in Cyber-physical Systems: Progress and Opportunities

    Yuan Luo;Ya Xiao;Long Cheng;Guojun Peng

  • Systems and method for malware detection

    Danfeng Yao;Deian Stefan;Chehai Wu

  • ID-Based Encryption for Complex Hierarchies with Applications to Forward Security and Broadcast Encryption.

    Danfeng Yao;Nelly Fazio;Yevgeniy Dodis;Anna Lysyanskaya

  • A semantics aware approach to automated reverse engineering unknown protocols

    Yipeng Wang;Xiaochun Yun;M. Zubair Shafiq;Liyan Wang

  • Profiling user-trigger dependence for Android malware detection

    Karim O. Elish;Xiaokui Shu;Danfeng (Daphne) Yao;Barbara G. Ryder

  • Privacy-Preserving Detection of Sensitive Data Exposure

    Xiaokui Shu;Danfeng Yao;Elisa Bertino

  • Collusive Data Leak and More: Large-scale Threat Analysis of Inter-app Communications

    Amiangshu Bosu;Fang Liu;Danfeng (Daphne) Yao;Gang Wang

  • Secure coding practices in Java: challenges and vulnerabilities

    Na Meng;Stefan Nagy;Danfeng Yao;Wenjie Zhuang

  • ANASTASIA: ANdroid mAlware detection using STatic analySIs of Applications

    Hossein Fereidooni;Mauro Conti;Danfeng Yao;Alessandro Sperduti

  • Needle in a Haystack: Tracking Down Elite Phishing Domains in the Wild

    Ke Tian;Steve T. K. Jan;Hang Hu;Danfeng Yao

  • CryptoGuard: High Precision Detection of Cryptographic Vulnerabilities in Massive-sized Java Projects

    Sazzadur Rahaman;Ya Xiao;Sharmin Afrose;Fahad Shaon

  • The union-split algorithm and cluster-based anonymization of social networks

    Brian Thompson;Danfeng Yao

  • Inferring Protocol State Machine from Network Traces: A Probabilistic Approach

    Unknown

  • CloudSeal: End-to-End Content Protection in Cloud-Based Storage and Delivery Services

    Huijun Xiong;Xinwen Zhang;Wei Zhu;Danfeng Yao

  • Detection of Repackaged Android Malware with Code-Heterogeneity Features

    Ke Tian;Danfeng Yao;Barbara G. Ryder;Gang Tan

  • DNS for Massive-Scale Command and Control

    Kui Xu;Patrick Butler;Sudip Saha;Danfeng Yao

  • Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths

    Xiaokui Shu;Danfeng Yao;Naren Ramakrishnan

  • Detection of stealthy malware activities with traffic causality and scalable triggering relation discovery

    Hao Zhang;Danfeng Daphne Yao;Naren Ramakrishnan

  • Securing location aware services over VANET using geographical secure path routing

    V. Pathak;Danfeng Yao;L. Iftode

  • Towards end-to-end secure content storage and delivery with public cloud

    Huijun Xiong;Xinwen Zhang;Danfeng Yao;Xiaoxin Wu

  • Efficient signature schemes supporting redaction, pseudonymization, and data deidentification

    Stuart Haber;Yasuo Hatano;Yoshinori Honda;William Horne

Frequent Co-Authors

Roberto Tamassia
Roberto Tamassia Brown University
Barbara G. Ryder
Barbara G. Ryder Virginia Tech
Gang Tan
Gang Tan Pennsylvania State University
Naren Ramakrishnan
Naren Ramakrishnan Virginia Tech
Trent Jaeger
Trent Jaeger Pennsylvania State University
Michael T. Goodrich
Michael T. Goodrich University of California, Irvine
Yevgeniy Dodis
Yevgeniy Dodis New York University
Murat Kantarcioglu
Murat Kantarcioglu The University of Texas at Dallas
Anna Lysyanskaya
Anna Lysyanskaya Brown University
Elisa Bertino
Elisa Bertino Purdue University West Lafayette

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