Hobbies

• Swimming: won a few awards. Participate in the French national swimming competition for students.
• Cycling: 5,484.4 km (1,368.2 km in 2023)
  

Contact

• Email: 
  - anh-kiet.duong@etu.unilim.fr
  - 18120046@student.hcmus.edu.vn
  - dakiet.ctf@gmail.com
  - duonganhkiet1312@gmail.com
• Mobile:
  - (+84)39 3979 123
  - (+33)6 79 63 43 94
• Website : 
  - ffyyytt.github.io
  
• Address : Limoges, France
• Other profile:
  - Kaggel: fdfyaytkt
  - Google scholar: Anh-Kiet Duong
  -Github: ffyyytt

DƯƠNG ANH KIỆT

Research interest

My research focuses on security in machine learning and cryptography.

Publications

• Leveraging Feature Communication in Federated Learning for Remote Sensing Image Classification (IGRSS 2024)
  
• Federated Learning: Centralized and P2P for a Siamese Deep Learning Model for Diabetes Foot Ulcer Classification ( Applied Sciences 13 (23), 12776)
• DFU-Helper: An Innovative Framework for Longitudinal Diabetic Foot Ulcer Diseases Evaluation Using Deep Learning  ( Applied Sciences 13 (18), 10310)
  
• DFU-SIAM a Novel Diabetic Foot Ulcer Classification with Deep Learning ( IEEE Access)
  
• Large Margin Cotangent Loss for Deep Similarity Learning (ACOMPA)
• HCMUS at MediaEval 2020: Image-Text Fusion for Automatic News-Images Re-Matching (MediaEval - CEUR-WS)
  

Education

• Master's student, Cryptology and Information Security (CRYPTIS), University of Limoges (​Vingroup Scholarship Programs).
  -  Vingroup Scholarship Program. CRYPTIS-INFO. Current GPA: 14.10/20. Rank: 2nd.
• Bachelor’s degree in Information Technology (Honor Program), University of Science, Vietnam National University – Ho Chi Minh City.
  - Honors program Faculty of Information and Technology. GPA: 8.64/10.0.

Projects & Experience

• Internship at IRISA-Vannes
  - Topic: Towards Privacy-preserving Federated Learning in Multi-Task Learning from Multiple Datasets. 
  
• Project Master 1 CRYPTIS INFO
  - Topic: Federated Learning Peer-to-Peer.
  - Using Federated Learning and Contrastive Learning. We published 3 papers related to this topic.
  
• Junior Machine Learning Engineer at MoMo (M_Service)
  - ​MoMo is one of the leading e-wallets in Vietnam. I worked on verification, credit score.
• Software Engineer Intern at OPSWAT
  - Build an intelligent system to detect text-based filetype.
  - Build intelligent system to classify pdf/docx files as benign/malicious.
• Collaborators at SELab of University of Science - VNUHCM
  - We won first in task NewsImage of MediaEval 2020. The task is about text-image matching.