533 citations · 615 across the 8 of their papers we have counts for
8 papers
SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark
Jun Niu, Xiaoyan Zhu, Moxuan Zeng +15
Membership inference (MI) attacks threaten user privacy through determining if a given data example has been used to train a target model. However, it has been increasingly recogni…
What Your Firmware Tells You Is Not How You Should Emulate It: A Specification-Guided Approach for Firmware Emulation (Extended Version)
Wei Zhou, Lan Zhang, Le Guan +2
Emulating firmware of microcontrollers is challenging due to the lack of peripheral models. Existing work finds out how to respond to peripheral read operations by analyzing the ta…
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference (Extended Version)
Wei Zhou, Le Guan, Peng Liu +1
Emulating firmware for microcontrollers is challenging due to the tight coupling between the hardware and firmware. This has greatly impeded the application of dynamic analysis too…
Logic Bugs in IoT Platforms and Systems: A Review
Wei Zhou, Chen Cao, Dongdong Huo +9
In recent years, IoT platforms and systems have been rapidly emerging. Although IoT is a new technology, new does not mean simpler (than existing networked systems). Contrarily, th…
Good Motive but Bad Design: Why ARM MPU Has Become an Outcast in Embedded Systems
Wei Zhou, Le Guan, Peng Liu +1
As more and more embedded devices are connected to the Internet, leading to the emergence of Internet-of-Things (IoT), previously less tested (and insecure) devices are exposed to…
Discovering and Understanding the Security Hazards in the Interactions between IoT Devices, Mobile Apps, and Clouds on Smart Home Platforms
Wei Zhou, Yan Jia, Yao Yao +5
A smart home connects tens of home devices to the Internet, where an IoT cloud runs various home automation applications. While bringing unprecedented convenience and accessibility…
The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved
Wei Zhou, Yuqing Zhang, Peng Liu
The future of Internet of Things (IoT) is already upon us. IoT applications have been widely used in many field of social production and social living such as healthcare, energy an…
A Novel Approach for Security Situational Awareness in the Internet of Things
Fannv He, Yuqing Zhang, Huizheng Liu
Internet of Things (IoT) is characterized by various of heterogeneous devices and facing numerous threats. Modeling security of IoT is still a certain challenge. This paper defines…