معرفی
Dr. Arathi Arakala is a Lecturer in the School of Science at RMIT University, located at City Campus, Australia. She specializes in Biometric Authentication, Pattern Recognition, and Infectious Disease Modeling. Her research focuses on Artificial Intelligence and Image Processing, with notable contributions to cybersecurity, biometric systems, and epidemiological modeling.
Research Interests
- Development of secure biometric authentication systems using graph-based methods (e.g., palm vein, retinal, and hand vein analysis).
- Post-quantum cryptography and homomorphic encryption techniques.
- Impact of environmental factors like agrochemicals on disease transmission (e.g., schistosomiasis).
- Design of robust feature sets for keystroke dynamics and anomaly detection in social networks.
Research Trends
Recent work emphasizes post-quantum security solutions and the ethical implications of AI in education. Notable projects include the GRETINA dataset for retinal image security and collaborative efforts on agrochemical pollution’s role in parasitic diseases.
Grants & Supervision
- Supervising research projects on echo chambers, social network anomalies, and zero-knowledge server frameworks.
- Contributions to interdisciplinary collaborations at RMIT, including cybersecurity and public health initiatives.
Labs & Teams
Active in RMIT’s Biometrics and Cybersecurity research groups, focusing on privacy-preserving technologies and disease modeling.
