4 papers
Oblivis: A Framework for Delegated and Efficient Oblivious Transfer
Aydin Abadi, Yvo Desmedt
As database deployments shift toward cloud platforms and edge devices, thin clients need to securely retrieve sensitive records without leaking their query intent or metadata to th…
Decentralized Weather Forecasting via Distributed Machine Learning and Blockchain-Based Model Validation
Rilwan Umar, Aydin Abadi, Basil Aldali +10
Weather forecasting plays a vital role in disaster preparedness, agriculture, and resource management, yet current centralized forecasting systems are increasingly strained by secu…
Impact of Data Duplication on Deep Neural Network-Based Image Classifiers: Robust vs. Standard Models
Alireza Aghabagherloo, Aydin Abadi, Sumanta Sarkar +2
The accuracy and robustness of machine learning models against adversarial attacks are significantly influenced by factors such as training data quality, model architecture, the tr…
Verifiable Homomorphic Linear Combinations in Multi-Instance Time-Lock Puzzles
Aydin Abadi
Time-Lock Puzzles (TLPs) have been developed to securely transmit sensitive information into the future without relying on a trusted third party. Multi-instance TLP is a scalable v…