Dawn Xiaodong Song
Dawn Xiaodong Song publishes mostly in Artificial Intelligence, Information Systems and Computer Networks and Communications, on topics such as Advanced Malware Detection Techniques, Adversarial Robustness in Machine Learning and Security and Verification in Computing.
- World rank
- #328 of 7,710,434 ranked researchers
- Rank in United States
- #163 of 1,627,098
- Works
- 558
- Citations
- 66k
- Citations per work
- 117.4
What does Dawn Xiaodong Song research?
Dawn Xiaodong Song's work is mostly in Computer Science (83%).
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
- Physical Sciences46383.0%
- Computer Science46383.0%
- Everything else9517.0%
- 1Artificial Intelligence42% of their works
- 2Information Systems13% of their works
- 3Computer Networks and Communications10% of their works
- 4Signal Processing10% of their works
- 5Software5% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
- Advanced Malware Detection Techniques
- Adversarial Robustness in Machine Learning
- Security and Verification in Computing
- Privacy-Preserving Technologies in Data
- Network Security and Intrusion Detection
- Cryptography and Data Security
- Software Testing and Debugging Techniques
- Internet Traffic Analysis and Secure E-voting
Which keywords describe Dawn Xiaodong Song's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, IoT Security, Data Mining, Android Malware, Detection, Adversarial Examples and Robustness.
- Internet Traffic
- Software Fault Localization
- Identity-Based Encryption
- Network Security
- Federated Learning
- Side-Channel Attacks
- Robustness
- Detection
- Data Mining
- Deep Learning
- Machine Learning
- IoT Security
- Android Malware
- Adversarial Examples
- Security Policies
- Differential Privacy
- Intrusion Detection
- Homomorphic Encryption
- Automated Testing
- Classification
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.
All 20 words, with their numbers
- Machine Learning4645 topics
- Deep Learning3814 topics
- IoT Security2242 topics
- Data Mining1612 topics
- Android Malware1461 topic
- Detection1461 topic
- Adversarial Examples1011 topic
- Robustness1011 topic
- Security Policies991 topic
- Side-Channel Attacks991 topic
- Differential Privacy831 topic
- Federated Learning831 topic
- Intrusion Detection781 topic
- Network Security781 topic
- Homomorphic Encryption651 topic
- Identity-Based Encryption651 topic
- Automated Testing631 topic
- Software Fault Localization631 topic
- Classification561 topic
- Internet Traffic561 topic
Where does Dawn Xiaodong Song work?
Dawn Xiaodong Song's main affiliation in the publication record is University of California, Berkeley, United States.
How many publications and citations does Dawn Xiaodong Song have?
OpenAlex counts 558 works and 65,527 citations for Dawn Xiaodong Song, an h-index of 120, ranking #328 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised 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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