Fraunhofer Institute for Applied and Integrated Security
In research, Fraunhofer Institute for Applied and Integrated Security stands highest in Computer Science (#2,490 of 4,667 worldwide) and Physical Sciences (#10,512 of 12,888 worldwide), 2022–2025. Relative to its size it is most specialised in Artificial Intelligence and Computer Science — Artificial Intelligence is 14.3× its share of world research.
- World rank, 2022–2025
- #20,568 of 28,054 · #24,214 all time
- Rank in Germany
- #806 of 1,178
- Research works
- 335 ▲ 9% vs 2013–17
- Citations
- 4.1k 12.4 per fractional work
- Top-10% rate
- 17.0% record average 16.5%
- Open access
- 39% world 28%
What is Fraunhofer Institute for Applied and Integrated Security known for in research?
The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Computer ScienceField | #2,490 of 4,667 | 20.0% | 75 | #2280 | |
| Physical SciencesDomain | #10,512 of 12,888 | 17.3% | 89 | #14012 |
Each strip is that field’s whole ranked pool, with the notch where Fraunhofer Institute for Applied and Integrated Security sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).
What does Fraunhofer Institute for Applied and Integrated Security specialise in?
Where its research is concentrated relative to its size: Artificial Intelligence takes 14.3× the share of its output that it takes of world research.
- Artificial IntelligenceSubfield · 34.4 works14×
- Computer ScienceField · 75.2 works9.7×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 9.7×. Every wedge is a field page.
- Computer Science 9.7×
- Decision Sciences 1.6×
- Neuroscience 0.8×
- Physics and Astronomy 0.7×
- Materials Science 0.7×
- Engineering 0.6×
- Business, Management and Accounting 0.4×
- Social Sciences 0.3×
- Psychology 0.2×
- Health Professions 0.2×
- Economics, Econometrics and Finance 0.2×
- Environmental Science 0.1×
- Chemistry 0.1×
- Biochemistry, Genetics and Molecular Biology 0.1×
- Medicine 0.1×
- Arts and Humanities 0.1×
Who are the top researchers at Fraunhofer Institute for Applied and Integrated Security?
Ranked on the composite score, Frederic Stumpf, Julian Schütte and Christian Banse lead among researchers whose main affiliation is Fraunhofer Institute for Applied and Integrated Security.
- 1 Frederic Stumpf Germany · #623,982 worldwide 109 citations · 15 works
- 2 Julian Schütte Germany · #873,640 worldwide 61 citations · 17 works
- 3 Christian Banse Germany · #1,007,335 worldwide 36 citations · 17 works
Which keywords describe research at Fraunhofer Institute for Applied and Integrated Security?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Security, Security Analysis, Side-Channel Attacks, IoT Security, Virtualization and Control-Flow Integrity.
- Robustness
- Adversarial Examples
- Quantum Algorithms
- Cybersecurity
- Hash Functions
- Surveillance
- Cryptography
- Hardware Implementations
- Auditing
- Physical Unclonable Functions
- Identity-Based Encryption
- Anomaly Detection
- Permission Analysis
- Android Malware
- Cryptanalysis
- Privacy
- Control-Flow Integrity
- IoT Security
- Security Analysis
- Machine Learning
- Deep Learning
- Security
- Side-Channel Attacks
- Virtualization
- Security Policies
- Behavioral Analysis
- Neural Networks
- Detection
- Cloud Computing
- Homomorphic Encryption
- Hardware Trojans
- Internet of Things
- Data Storage
- Quantum Information
- Data Mining
- Block Ciphers
- Fault Localization
- Entanglement
- Quantum Computation
- Distributed Systems
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning18▲ 5.3×20 topics
- Machine Learning18▲ 5.4×17 topics
- Security15▲ 23×10 topics
- Security Analysis13▲ 73×4 topics
- Side-Channel Attacks12▲ 253×3 topics
- IoT Security9▲ 27×3 topics
- Virtualization8▲ 104×2 topics
- Control-Flow Integrity7▲ 408×1 topic
- Security Policies7▲ 408×1 topic
- Privacy7▲ 24×5 topics
- Behavioral Analysis7▲ 56×2 topics
- Cryptanalysis7▲ 81×3 topics
- Neural Networks7▲ 4.3×5 topics
- Android Malware6▲ 78×1 topic
- Detection6▲ 21×2 topics
- Permission Analysis6▲ 78×1 topic
- Cloud Computing6▲ 22×4 topics
- Anomaly Detection5▲ 18×3 topics
- Homomorphic Encryption5▲ 115×1 topic
- Identity-Based Encryption5▲ 115×1 topic
- Hardware Trojans5▲ 286×1 topic
- Physical Unclonable Functions5▲ 286×1 topic
- Internet of Things5▲ 5.8×6 topics
- Auditing4▲ 173×1 topic
- Data Storage4▲ 119×1 topic
- Hardware Implementations4▲ 153×2 topics
- Quantum Information4▲ 37×2 topics
- Cryptography4▲ 33×3 topics
- Data Mining4▲ 5.3×4 topics
- Surveillance4▲ 14×2 topics
- Block Ciphers4▲ 176×1 topic
- Hash Functions4▲ 176×1 topic
- Fault Localization4▲ 54×2 topics
- Cybersecurity4▲ 15×3 topics
- Entanglement3▲ 23×3 topics
- Quantum Algorithms3▲ 62×1 topic
- Quantum Computation3▲ 62×1 topic
- Adversarial Examples3▲ 65×1 topic
- Distributed Systems3▲ 19×3 topics
- Robustness3▲ 65×1 topic
Which research topics does Fraunhofer Institute for Applied and Integrated Security publish most on?
By volume in 2022–2025: Security and Verification in Computing, Advanced Malware Detection Techniques, Physical Unclonable Functions (PUFs) and Hardware Security and Cryptography and Data Security.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Security and Verification in Computing Artificial Intelligence 7 works
- 2 Advanced Malware Detection Techniques Signal Processing 6 works
- 3 Physical Unclonable Functions (PUFs) and Hardware Security Hardware and Architecture 5 works
- 4 Cryptography and Data Security Artificial Intelligence 5 works
- 5 Cloud Data Security Solutions Information Systems 4 works
- 6 Cryptographic Implementations and Security Artificial Intelligence 4 works
- 7 Quantum Computing Algorithms and Architecture Artificial Intelligence 3 works
- 8 Adversarial Robustness in Machine Learning Artificial Intelligence 3 works
- 9 Chaos-based Image/Signal Encryption Computer Vision and Pattern Recognition 2 works
- 10 Anomaly Detection Techniques and Applications Artificial Intelligence 2 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Fraunhofer Institute for Applied and Integrated Security's research output changed?
Output in 2018–2022 was 9% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Garching
- Max Planck Institute for Plasma Physics
- Max Planck Institute for Extraterrestrial Physics
- Max Planck Institute for Astrophysics
- Max Planck Institute of Quantum Optics
- European Southern Observatory
- Heinz Maier-Leibnitz Zentrum
- Bavarian Center for Applied Energy Research
- Excellence Cluster Universe
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.