133 citations · 161 across the 5 of their papers we have counts for
10 papers
MES-Attacks: Software-Controlled Covert Channels based on Mutual Exclusion and Synchronization
Chaoqun Shen, Jiliang Zhang, Gang Qu
Multi-process concurrency is effective in improving program efficiency and maximizing CPU utilization. The correct execution of concurrency is ensured by the mutual exclusion and s…
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
Yansong Gao, Bao Gia Doan, Zhi Zhang +5
This work provides the community with a timely comprehensive review of backdoor attacks and countermeasures on deep learning. According to the attacker's capability and affected st…
SIAT: A Systematic Inter-Component Communication Analysis Technology for Detecting Threats on Android
Yupeng Hu, Zhe Jin, Wenjia Li +2
In this paper, we present the design and implementation of a Systematic Inter-Component Communication Analysis Technology (SIAT) consisting of two key modules: \emph{Monitor} and \…
DeepCheck: A Non-intrusive Control-flow Integrity Checking based on Deep Learning
Jiliang Zhang, Wuqiao Chen, Yuqi Niu
Code reuse attack (CRA) is a powerful attack that reuses existing codes to hijack the program control flow. Control flow integrity (CFI) is one of the most popular mechanisms to pr…
Adversarial Audio: A New Information Hiding Method and Backdoor for DNN-based Speech Recognition Models
Yehao Kong, Jiliang Zhang
Audio is an important medium in people's daily life, hidden information can be embedded into audio for covert communication. Current audio information hiding techniques can be roug…
Adversarial Examples: Opportunities and Challenges
Jiliang Zhang, Chen Li
Deep neural networks (DNNs) have shown huge superiority over humans in image recognition, speech processing, autonomous vehicles and medical diagnosis. However, recent studies indi…