10 citations · 10 across the 4 of their papers we have counts for
4 papers · 1 filter
Adversarial Robustness of Near-Field Millimeter-Wave Imaging under Waveform-Domain Attacks
Lhamo Dorje, Jordan Madden, Soamar Homsi +1
Near-field millimeter-wave (mmWave) imaging is widely deployed in safety-critical applications such as airport passenger screening, yet its own security remains largely unexplored.…
Robust and Verifiable MPC with Applications to Linear Machine Learning Inference
Tzu-Shen Wang, Jimmy Dani, Juan Garay +2
In this work, we present an efficient secure multi-party computation MPC protocol that provides strong security guarantees in settings with dishonest majority of participants who m…
SHEATH: Defending Horizontal Collaboration for Distributed CNNs against Adversarial Noise
Muneeba Asif, Mohammad Kumail Kazmi, Mohammad Ashiqur Rahman +2
As edge computing and the Internet of Things (IoT) expand, horizontal collaboration (HC) emerges as a distributed data processing solution for resource-constrained devices. In part…
Secure and Efficient General Matrix Multiplication On Cloud Using Homomorphic Encryption
Yang Gao, Gang Quan, Soamar Homsi +2
Despite the cloud enormous technical and financial advantages, security and privacy have always been the primary concern for adopting cloud computing facility, especially for gover…