20 citations · 102 across the 21 of their papers we have counts for
11 papers · 1 filter
EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry
Yiwei Zhang, Siqi Ma, Tiancheng Chen +3
Modern smart TVs often communicate with their remote controls (including those smart phone simulated ones) using multiple wireless channels (e.g., Infrared, Bluetooth, and Wi-Fi).…
Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models
Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir +2
Increasing use of machine learning (ML) technologies in privacy-sensitive domains such as medical diagnoses, lifestyle predictions, and business decisions highlights the need to be…
Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps
Siqi Ma, Juanru Li, Hyoungshick Kim +4
A fundamental premise of SMS One-Time Password (OTP) is that the used pseudo-random numbers (PRNs) are uniquely unpredictable for each login session. Hence, the process of generati…
Black-box Model Inversion Attribute Inference Attacks on Classification Models
Shagufta Mehnaz, Ninghui Li, Elisa Bertino
Increasing use of ML technologies in privacy-sensitive domains such as medical diagnoses, lifestyle predictions, and business decisions highlights the need to better understand if…
FLAP -- A Federated Learning Framework for Attribute-based Access Control Policies
Amani Abu Jabal, Elisa Bertino, Jorge Lobo +3
Technology advances in areas such as sensors, IoT, and robotics, enable new collaborative applications (e.g., autonomous devices). A primary requirement for such collaborations is…
Gargoyle: A Network-based Insider Attack Resilient Framework for Organizations
Arash Shaghaghi, Salil S. Kanhere, Mohamed Ali Kaafar +2
`Anytime, Anywhere' data access model has become a widespread IT policy in organizations making insider attacks even more complicated to model, predict and deter. Here, we propose…