4 papers
MASCOT-Android: A Curated Dataset and Automated Collection Pipeline for Android Malware Source Code Specimens
Bojing Li, Duo Zhong, Prajna Bhandary +4
Compared with binaries and decompiled code, malware source code more directly reflects the attackers' original intent. However, the scarcity of source code and the high cost of man…
MASCOT: Analyzing Malware Evolution Through A Well-Curated Source Code Dataset
Bojing Li, Duo Zhong, Dharani Nadendla +4
In recent years, the explosion of malware and extensive code reuse have formed complex evolutionary connections among malware specimens. The rapid pace of development makes it chal…
A Collaborative PIM Computing Optimization Framework for Multi-Tenant DNN
Bojing Li, Duo Zhong, Xiang Chen +1
Modern Artificial Intelligence (AI) applications are increasingly utilizing multi-tenant deep neural networks (DNNs), which lead to a significant rise in computing complexity and t…
EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI
Duo Zhong, Bojing Li, Xiang Chen +1
The increasing prevalence of adversarial attacks on Artificial Intelligence (AI) systems has created a need for innovative security measures. However, the current methods of defend…