20 citations · 102 across the 21 of their papers we have counts for
21 papers
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…
Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search
Ruidong Han, Chao Yang, Siqi Ma +4
In order to support a variety of missions and deal with different flight environments, drone control programs typically provide configurable control parameters. However, such a fle…
Simeon -- Secure Federated Machine Learning Through Iterative Filtering
Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic +2
Federated learning enables a global machine learning model to be trained collaboratively by distributed, mutually non-trusting learning agents who desire to maintain the privacy of…
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…
Computing Research Challenges in Next Generation Wireless Networking
Elisa Bertino, Daniel Bliss, Daniel Lopresti +2
By all measures, wireless networking has seen explosive growth over the past decade. Fourth Generation Long Term Evolution (4G LTE) cellular technology has increased the bandwidth…