154 citations · 460 across the 32 of their papers we have counts for
35 papers
Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms
Joohyung Jeon, Junhui Kim, Joongheon Kim +3
This paper proposes a distributed deep learning framework for privacy-preserving medical data training. In order to avoid patients' data leakage in medical platforms, the hidden la…
Phoenix: Towards Persistently Secure, Recoverable, and NVM Friendly Tree of Counters
Mazen Alwadi, Aziz Mohaisen, Amro Awad
Emerging Non-Volatile Memories (NVMs) bring a unique challenge to the security community, namely persistent security. As NVM-based memories are expected to restore their data after…
You Can Run, But You Cannot Hide: Using Elevation Profiles to Breach Location Privacy through Trajectory Prediction
Ülkü Meteriz, Necip Fazıl Yıldıran, Aziz Mohaisen
The extensive use of smartphones and wearable devices has facilitated many useful applications. For example, with Global Positioning System (GPS)-equipped smart and wearable device…
W-Net: A CNN-based Architecture for White Blood Cells Image Classification
Changhun Jung, Mohammed Abuhamad, Jumabek Alikhanov +3
Computer-aided methods for analyzing white blood cells (WBC) have become widely popular due to the complexity of the manual process. Recent works have shown highly accurate segment…
COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection
Aminollah Khormali, Ahmed Abusnaina, Songqing Chen +2
Despite many attempts, the state-of-the-art of adversarial machine learning on malware detection systems generally yield unexecutable samples. In this work, we set out to examine t…
A Privacy-Preserving Longevity Study of Tor's Hidden Services
Amirali Sanatinia, Jeman Park, Erik-Oliver Blass +2
Tor and hidden services have emerged as a practical solution to protect user privacy against tracking and censorship. At the same time, little is known about the lifetime and natur…