Martín Ochoa
Martín Ochoa publishes mostly in Artificial Intelligence, Signal Processing and Information Systems, on topics such as Advanced Malware Detection Techniques, Network Security and Intrusion Detection and Adversarial Robustness in Machine Learning.
- World rank
- #526,133 of 1,633,909 ranked researchers
- Rank in Singapore
- #2,034 of 5,048
- Works
- 25
- Citations
- 95
- Citations per work
- 3.8
What does Martín Ochoa research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence30% of their works
- 2Signal Processing21% of their works
- 3Information Systems15% of their works
- 4Computer Networks and Communications15% of their works
- 5Software9% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
- Advanced Malware Detection Techniques
- Network Security and Intrusion Detection
- Adversarial Robustness in Machine Learning
- Security and Verification in Computing
- Internet Traffic Analysis and Secure E-voting
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
- Anomaly Detection Techniques and Applications
Which keywords describe Martín Ochoa's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, IoT Security, Android Malware, Detection, Anomaly Detection, Data Mining and Intrusion Detection.
- Unsupervised
- Identity-Based Encryption
- Federated Learning
- Side-Channel Attacks
- Robustness
- Classification
- Neural Networks
- Intrusion Detection
- Anomaly Detection
- Android Malware
- Machine Learning
- Deep Learning
- IoT Security
- Detection
- Data Mining
- Network Security
- Adversarial Examples
- Internet Traffic
- Security Policies
- Differential Privacy
- Homomorphic Encryption
- Outlier Detection
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
- Deep Learning165 topics
- Machine Learning165 topics
- IoT Security112 topics
- Android Malware71 topic
- Detection71 topic
- Anomaly Detection52 topics
- Data Mining52 topics
- Intrusion Detection41 topic
- Network Security41 topic
- Neural Networks32 topics
- Adversarial Examples21 topic
- Classification21 topic
- Internet Traffic21 topic
- Robustness21 topic
- Security Policies21 topic
- Side-Channel Attacks21 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Homomorphic Encryption11 topic
- Identity-Based Encryption11 topic
- Outlier Detection11 topic
- Unsupervised11 topic
Where does Martín Ochoa work?
Martín Ochoa's main affiliation in the publication record is Singapore University of Technology and Design, Singapore.
How many publications and citations does Martín Ochoa have?
Science Explorer counts 25 works and 95 citations for Martín Ochoa, ranking #526,133 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.