Dawn Song
Dawn Song publishes mostly in Artificial Intelligence, Computer Networks and Communications and Signal Processing, on topics such as Advanced Malware Detection Techniques, Network Security and Intrusion Detection and Adversarial Robustness in Machine Learning.
- World rank
- #303 of 1,633,909 ranked researchers
- Rank in United States
- #151 of 358,040
- Works
- 150
- Citations
- 3.8k
- Citations per work
- 25.3
What does Dawn Song research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence41% of their works
- 2Computer Networks and Communications15% of their works
- 3Signal Processing12% of their works
- 4Information Systems11% of their works
- 5Software4% of their works
- 6Computer Vision and Pattern Recognition4% of their works
Research topics
Which keywords describe Dawn Song's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, IoT Security, Data Mining, Android Malware, Detection, Neural Networks and Intrusion Detection.
- Software Fault Localization
- Automated Testing
- Neural Machine Translation
- Security Policies
- Differential Privacy
- Adversarial Examples
- Intrusion Detection
- Detection
- Data Mining
- Deep Learning
- Machine Learning
- IoT Security
- Android Malware
- Neural Networks
- Network Security
- Robustness
- Federated Learning
- Side-Channel Attacks
- Statistical Machine Translation
- Machine Translation
- Word Representation
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 21 words, with their numbers
- Machine Learning534 topics
- Deep Learning453 topics
- IoT Security332 topics
- Data Mining222 topics
- Android Malware191 topic
- Detection191 topic
- Neural Networks182 topics
- Intrusion Detection141 topic
- Network Security141 topic
- Adversarial Examples121 topic
- Robustness121 topic
- Differential Privacy81 topic
- Federated Learning81 topic
- Security Policies81 topic
- Side-Channel Attacks81 topic
- Neural Machine Translation71 topic
- Statistical Machine Translation71 topic
- Automated Testing61 topic
- Machine Translation61 topic
- Software Fault Localization61 topic
- Word Representation61 topic
Where does Dawn Song work?
Dawn Song's main affiliation in the publication record is University of California, Berkeley, United States.
How many publications and citations does Dawn Song have?
Science Explorer counts 150 works and 3,789 citations for Dawn Song, ranking #303 of 1,633,909 researchers worldwide on the composite 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.
Other researchers named Dawn Song
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