01Research activity
Differential Privacy research by ScholarsColab researchers
What researchers combine with Differential Privacy
Words that appear most often in these paper titles. Tap one to see those papers.
Recent focus (2024 onwards): learning, federated, iomt, techniques, theoretical, comparison.
02Researchers
PhD researchers working on Differential Privacy
Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.
Engr. Shaista Ashraf FarooqiPhD Scholar Asia e University Malaysia4 papers on this topic · 25 citations
Basant KumarModern College of Business and Science(Univ of Missouri,St Louis USA) Muscat1 paper on this topic · 0 citations
Dr. Mehtab AlamAssistant ProfessorLists Differential Privacy as a research area
Mukhtaj KhanThe University of HaripurLists Differential Privacy as a research area03Papers
Research papers on Differential Privacy
- Differential privacy based federated learning techniques in IoMT: A review202417 citationsEngr. Shaista Ashraf Farooqi
- A theoretical comparison of federated learning with differential privacy and blockchain for security and privacy in iomt20256 citationsEngr. Shaista Ashraf Farooqi
- Advanced Privacy-Utility Optimization Techniques in Federated Learning with Differential Privacy for IoMT–A Review.20252 citationsInternational Journal of Interactive Mobile TechnologiesEngr. Shaista Ashraf Farooqi
- Evaluating differential privacy mechanisms in machine learning with emphasis on utility and robustness20260 citationsEmerging Science JournalBasant Kumar
- Federated Learning with Differential Privacy and Blockchain for Security and Privacy in IoMT A Theoretical Comparison and Review20250 citationsEngr. Shaista Ashraf Farooqi
04Journals
Journals that publish Differential Privacy research
Where our researchers published their papers on this topic, with each journal’s indexing.
| Journal | Indexing | Impact factor* | Papers |
|---|---|---|---|
| Emerging Science Journal | Scopus | 6.03 | 1 |
| International Journal of Interactive Mobile Technologies | Scopus | 2.89 | 1 |
*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →
05Top 2% scientists
World’s Top 2% scientists in Artificial Intelligence & Image Processing
The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Differential Privacy in that list; 10,979 researchers from 94 countries are listed in it.
| Researcher | Institution | Country | World rank |
|---|---|---|---|
| Bengio, Yoshua | Montreal Institute for Learning Algorithms | Canada | 34 |
| Zadeh, Lotfi A. | University of California, Berkeley | United States | 36 |
| Hinton, Geoffrey E. | University of Toronto | Canada | 40 |
| Jain, Anil K. | Michigan State University | United States | 55 |
| Mirjalili, Seyedali | Torrens University Australia | Australia | 86 |
| Xu, Zeshui | Sichuan University | China | 110 |
| Yager, Ronald R. | Iona College | United States | 113 |
| van der Aalst, Wil M.P. | Rheinisch-Westfälische Technische Hochschule Aachen | Germany | 169 |
| Deb, Kalyanmoy | Department of Computer Science | United States | 198 |
| Schmidhuber, Jürgen U. | King Abdullah University of Science and Technology | Saudi Arabia | 230 |
| Girshick, Ross B. | Vercept | India | 297 |
| Yang, Xin She | Middlesex University | United Kingdom | 357 |
Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.
06Related topics
Topics related to Differential Privacy
Topics that share the most papers with Differential Privacy in our researchers’ work:
- Federated Learning (FL)112 papers · 65 researchers
- Privacy217 papers · 115 researchers
- Blockchain437 papers · 151 researchers
- Machine Learning (ML)1,348 papers · 424 researchers
07Questions
Frequently asked questions
What do researchers study in Differential Privacy?
In papers by ScholarsColab researchers, Differential Privacy appears most often together with learning, federated, iomt, techniques, theoretical, comparison. Work since 2024 focuses most on learning, federated, iomt, techniques.
Who works on Differential Privacy research?
4 PhD researchers on ScholarsColab have published on Differential Privacy (5 papers), including Engr. Shaista Ashraf Farooqi, Basant Kumar, Dr. Mehtab Alam. Each has a public profile with their Google Scholar publications, and you can hire them as a mentor or for a research project.
Which journals publish Differential Privacy research?
Our researchers published their Differential Privacy papers in 2 journals, most often in Emerging Science Journal, International Journal of Interactive Mobile Technologies. The journal table on this page shows the indexing of each one (SCIE, Scopus, ESCI).
How many research papers on Differential Privacy are on ScholarsColab?
5 papers published between 2024 and 2026, cited 25 times in total (median 2 citations per paper). The list updates automatically as researchers join and publish.
Can I hire a PhD expert in Differential Privacy for my thesis or paper?
Yes. Open any researcher profile on this page to see their publications, then post your project or hire them directly. For a paper you have already written, a Manuscript Audit by a reviewer in Differential Privacy shows what to fix before you submit, and Journal Selection shortlists up to five journals that match it.
Need a PhD expert in Differential Privacy?
Hire a researcher who has published on this topic to guide your thesis or project, or get your manuscript audited and matched to the right journal before you submit.