Natalia Stakhanova
Natalia Stakhanova publishes mostly in Information Systems, Computer Networks and Communications and Artificial Intelligence, on topics such as Network Security and Intrusion Detection, Advanced Malware Detection Techniques and Internet Traffic Analysis and Secure E-voting.
- World rank
- #381,797 of 1,633,909 ranked researchers
- Rank in Canada
- #13,034 of 38,960
- Works
- 25
- Citations
- 89
- Citations per work
- 3.6
What does Natalia Stakhanova research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Information Systems25% of their works
- 2Computer Networks and Communications25% of their works
- 3Artificial Intelligence21% of their works
- 4Signal Processing11% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Hardware and Architecture4% of their works
Research topics
- Network Security and Intrusion Detection
- Advanced Malware Detection Techniques
- Internet Traffic Analysis and Secure E-voting
- Spam and Phishing Detection
- Digital and Cyber Forensics
- Anomaly Detection Techniques and Applications
- Security and Verification in Computing
- Imbalanced Data Classification Techniques
Which keywords describe Natalia Stakhanova's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, IoT Security, Anomaly Detection, Behavioral Analysis, Intrusion Detection, Network Security and Android Malware.
- Unsupervised
- Security Policies
- Outlier Detection
- Spam Detection
- Internet of Things
- Encrypted Traffic
- Detection
- Android Malware
- Intrusion Detection
- Anomaly Detection
- Deep Learning
- Machine Learning
- IoT Security
- Behavioral Analysis
- Network Security
- Classification
- Digital Forensics
- Internet Traffic
- Phishing
- Imbalanced Data
- SMOTE
- Side-Channel Attacks
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 22 words, with their numbers
- Machine Learning124 topics
- Deep Learning114 topics
- IoT Security82 topics
- Anomaly Detection62 topics
- Behavioral Analysis52 topics
- Intrusion Detection51 topic
- Network Security51 topic
- Android Malware31 topic
- Classification32 topics
- Detection31 topic
- Digital Forensics21 topic
- Encrypted Traffic21 topic
- Internet Traffic21 topic
- Internet of Things21 topic
- Phishing21 topic
- Spam Detection21 topic
- Imbalanced Data11 topic
- Outlier Detection11 topic
- SMOTE11 topic
- Security Policies11 topic
- Side-Channel Attacks11 topic
- Unsupervised11 topic
Where does Natalia Stakhanova work?
Natalia Stakhanova's main affiliation in the publication record is University of New Brunswick, Canada.
How many publications and citations does Natalia Stakhanova have?
Science Explorer counts 25 works and 89 citations for Natalia Stakhanova, ranking #381,797 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.