Advanced Malware Detection Techniques
Advanced Malware Detection Techniques is a research topic within Signal Processing. Science Explorer counts 51k research works in it since 1952. 25.6% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the characterization, detection, and analysis of Android malware. It covers topics such as machine learning-based detection, security analysis, behavioral and permission analysis, deep learning approaches, dynamic analysis, IoT security, and ransomware threats.
- Android Malware
- Detection
- Machine Learning
- Security Analysis
- Behavioral Analysis
- Permission Analysis
- Deep Learning
- Dynamic Analysis
- IoT Security
- Ransomware
- Research works
- 51k fractional, since 1952
- In the world top 10%
- 13k per year above
- Top-10% rate
- 25.6% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +76% the tick is no change
Which countries lead Advanced Malware Detection Techniques research?
By volume, India and China publish the most (3.7k and 3.1k works in 2022–2025).
By volume, 2022–2025
- 1 India 3.7k works
- 2 China 3.1k works
- 3 United States 2.4k works
- 4 United Kingdom 520 works
- 5 Germany 422 works
- 6 Saudi Arabia 419 works
- 7 Indonesia 375 works
- 8 Canada 362 works
- 9 Italy 352 works
- 10 South Korea 324 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Advanced Malware Detection Techniques research?
By volume in 2022–2025, Vellore Institute of Technology University publishes the most Advanced Malware Detection Techniques research, followed by SRM Institute of Science and Technology and Amrita Vishwa Vidyapeetham.
By volume, 2022–2025
- 1 Vellore Institute of Technology UniversityIndia 114 works
- 2 SRM Institute of Science and TechnologyIndia 109 works
- 3 Amrita Vishwa VidyapeethamIndia 95 works
- 4 Beijing University of Posts and TelecommunicationsChina 85 works
- 5 Saveetha UniversityIndia 81 works
- 6 National University of Defense TechnologyChina 75 works
- 7 Chitkara UniversityIndia 71 works
- 8 Chinese Academy of SciencesChina 69 works
- 9 Institute of Information EngineeringChina 66 works
- 10 Koneru Lakshmaiah Education FoundationIndia 63 works
Who are the leading researchers in Advanced Malware Detection Techniques?
The most-cited researchers publishing on Advanced Malware Detection Techniques include Rajkumar Buyya, Dan Boneh and Philip S. Yu.
- 1 Rajkumar Buyya Australia 7.8k citations
- 2 Dan Boneh United States 7.5k citations
- 3 Philip S. Yu United States 6.6k citations
- 4 Dusit Niyato Singapore 4.5k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced Malware Detection Techniques research done?
The largest centres of Advanced Malware Detection Techniques research in 2022–2025 are Beijing (China), Chennai (India), Nanjing (China) and Bengaluru (India). Among places with at least 20 works in it, it is an unusually large share of all research in Williamsburg and Vijayawada.
Largest cities, 2022–2025
Where it is the local speciality
- WilliamsburgUS · 20.0 works28×
- VijayawadaIN · 82.2 works11×
Location quotient: how much more of its research is in Advanced Malware Detection Techniques than the world average.
Where is the best place to study Advanced Malware Detection Techniques?
Among universities, judged by research, Amrita Vishwa Vidyapeetham, Princess Sumaya University for Technology and King Abdulaziz University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Amrita Vishwa VidyapeethamIndia | 70.8 | 22.0% | 10.7× | 95 | +402.2% |
| 2 | Princess Sumaya University for TechnologyJordan | 65.5 | 29.4% | 37.6× | 24 | +652.5% |
| 3 | King Abdulaziz UniversitySaudi Arabia | 64.8 | 49.9% | 3.7× | 34 | +340.9% |
| 4 | Delhi Technological UniversityIndia | 64.4 | 20.1% | 11.9× | 55 | +233.9% |
| 5 | Koneru Lakshmaiah Education FoundationIndia | 64.0 | 13.6% | 13.3× | 63 | +788.5% |
| 6 | Singapore Management UniversitySingapore | 63.5 | 39.0% | 13.0× | 23 | +36.1% |
| 7 | Prince Sattam Bin Abdulaziz UniversitySaudi Arabia | 63.1 | 49.8% | 4.0× | 18 | +256.8% |
| 8 | Vellore Institute of Technology UniversityIndia | 63.0 | 20.1% | 6.8× | 114 | +461.6% |
| 9 | The University of Texas at San AntonioUnited States | 62.3 | 45.4% | 6.6× | 19 | +202.9% |
| 10 | Edinburgh Napier UniversityUnited Kingdom | 60.9 | 37.0% | 12.7× | 19 | — |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Advanced Malware Detection Techniques research growing?
Output in 2018–2022 was 76% higher than in 2013–2017, peaking in 2024. The fastest-growing topics are Advanced Malware Detection Techniques.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.