1 citations · 1 across the 3 of their papers we have counts for
4 papers
Lightweight, Practical Encrypted Face Recognition with GPU Support
Gabrielle De Micheli, Syed Mahbub Hafiz, Geovandro Pereira +5
Face recognition typically operates in a client-server setting, where the client extracts a compact face embedding and the server performs similarity search over a template databas…
Private Aggregate Queries to Untrusted Databases
Syed Mahbub Hafiz, Chitrabhanu Gupta, Warren Wnuck +2
Private information retrieval (PIR), a privacy-preserving cryptographic tool, solves a simplified version of this problem by hiding the database item that a client accesses. Most P…
Benchmarking Adversarial Robustness of Compressed Deep Learning Models
Brijesh Vora, Kartik Patwari, Syed Mahbub Hafiz +2
The increasing size of Deep Neural Networks (DNNs) poses a pressing need for model compression, particularly when employed on resource constrained devices. Concurrently, the suscep…
Gimme That Model!: A Trusted ML Model Trading Protocol
Laia Amorós, Syed Mahbub Hafiz, Keewoo Lee +1
We propose a HE-based protocol for trading ML models and describe possible improvements to the protocol to make the overall transaction more efficient and secure.