Michael Backes
Michael Backes publishes mostly in Artificial Intelligence, Nuclear and High Energy Physics and Information Systems, on topics such as Advanced Malware Detection Techniques, Cryptography and Data Security and Adversarial Robustness in Machine Learning.
- World rank
- #143,157 of 1,633,909 ranked researchers
- Rank in Germany
- #8,878 of 86,443
- Works
- 182
- Citations
- 1.1k
- Citations per work
- 6.0
What does Michael Backes research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Nuclear and High Energy Physics10% of their works
- 3Information Systems9% of their works
- 4Signal Processing9% of their works
- 5Computer Networks and Communications7% of their works
- 6Astronomy and Astrophysics6% of their works
Research topics
- Advanced Malware Detection Techniques
- Cryptography and Data Security
- Adversarial Robustness in Machine Learning
- Astrophysics and Cosmic Phenomena
- Privacy-Preserving Technologies in Data
- Advanced Authentication Protocols Security
- Security and Verification in Computing
- Internet Traffic Analysis and Secure E-voting
Which keywords describe Michael Backes's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Android Malware, Detection, Homomorphic Encryption, Identity-Based Encryption, Adversarial Examples and High-Energy Astrophysics.
- Side-Channel Attacks
- Internet Traffic
- Key Exchange
- Federated Learning
- Robustness
- High-Energy Astrophysics
- Identity-Based Encryption
- Detection
- Deep Learning
- Machine Learning
- Android Malware
- Homomorphic Encryption
- Adversarial Examples
- Particle Acceleration
- Differential Privacy
- Authentication
- Classification
- Security Policies
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 18 words, with their numbers
- Machine Learning534 topics
- Deep Learning423 topics
- Android Malware201 topic
- Detection201 topic
- Homomorphic Encryption191 topic
- Identity-Based Encryption191 topic
- Adversarial Examples141 topic
- High-Energy Astrophysics141 topic
- Particle Acceleration141 topic
- Robustness141 topic
- Differential Privacy111 topic
- Federated Learning111 topic
- Authentication101 topic
- Key Exchange101 topic
- Classification81 topic
- Internet Traffic81 topic
- Security Policies81 topic
- Side-Channel Attacks81 topic
Where does Michael Backes work?
Michael Backes's main affiliation in the publication record is Saarland University, Germany.
How many publications and citations does Michael Backes have?
Science Explorer counts 182 works and 1,083 citations for Michael Backes, ranking #143,157 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 Michael Backes
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