43 citations · 116 across the 11 of their papers we have counts for
11 papers
An Empirical Evaluation of Bluetooth-based Decentralized Contact Tracing in Crowds
Hsu-Chun Hsiao, Chun-Ying Huang, Shin-Ming Cheng +6
Digital contact tracing is being used by many countries to help contain COVID-19's spread in a post-lockdown world. Among the various available techniques, decentralized contact tr…
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks
Chun-Chen Tu, Paishun Ting, Pin-Yu Chen +5
Recent studies have shown that adversarial examples in state-of-the-art image classifiers trained by deep neural networks (DNN) can be easily generated when the target model is tra…
Analysis of Information Delivery Dynamics in Cognitive Sensor Networks Using Epidemic Models
Pin-Yu Chen, Shin-Ming Cheng, Hui-Yu Hsu
To fully empower sensor networks with cognitive Internet of Things (IoT) technology, efficient medium access control protocols that enable the coexistence of cognitive sensor netwo…
Traffic-aware Patching for Cyber Security in Mobile IoT
Shin-Ming Cheng, Pin-Yu Chen, Ching-Chao Lin +1
The various types of communication technologies and mobility features in Internet of Things (IoT) on the one hand enable fruitful and attractive applications, but on the other hand…
FEAST: An Automated Feature Selection Framework for Compilation Tasks
Pai-Shun Ting, Chun-Chen Tu, Pin-Yu Chen +2
The success of the application of machine-learning techniques to compilation tasks can be largely attributed to the recent development and advancement of program characterization,…
Ecology-Based DoS Attack in Cognitive Radio Networks
Shin-Ming Cheng, Pin-Yu Chen
Cognitive radio technology, which is designed to enhance spectrum utilization, depends on the success of opportunistic access, where secondary users (SUs) exploit spectrum void uno…
Decapitation via Digital Epidemics: A Bio-Inspired Transmissive Attack
Pin-Yu Chen, Ching-Chao Lin, Shin-Ming Cheng +2
The evolution of communication technology and the proliferation of electronic devices have rendered adversaries powerful means for targeted attacks via all sorts of accessible reso…
Buffer Occupancy and Delivery Reliability Tradeoffs for Epidemic Routing
Pin-Yu Chen, Meng-Hsuan Sung, Shin-Ming Cheng
To achieve end-to-end delivery in intermittently connected networks, epidemic routing is proposed for data delivery at the price of excessive buffer occupancy due to its store-and-…
When Crowdsourcing Meets Mobile Sensing: A Social Network Perspective
Pin-Yu Chen, Shin-Ming Cheng, Pai-Shun Ting +2
Mobile sensing is an emerging technology that utilizes agent-participatory data for decision making or state estimation, including multimedia applications. This article investigate…
Supervised Collective Classification for Crowdsourcing
Pin-Yu Chen, Chia-Wei Lien, Fu-Jen Chu +2
Crowdsourcing utilizes the wisdom of crowds for collective classification via information (e.g., labels of an item) provided by labelers. Current crowdsourcing algorithms are mainl…
Sequential Defense Against Random and Intentional Attacks in Complex Networks
Pin-Yu Chen, Shin-Ming Cheng
Network robustness against attacks is one of the most fundamental researches in network science as it is closely associated with the reliability and functionality of various networ…