174 citations · 253 across the 15 of their papers we have counts for
8 papers · 1 filter
A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis
Kimberly Redmond, Lannan Luo, Qiang Zeng
Given a closed-source program, such as most of proprietary software and viruses, binary code analysis is indispensable for many tasks, such as code plagiarism detection and malware…
Code-less Patching for Heap Vulnerabilities Using Targeted Calling Context Encoding
Qiang Zeng, Golam Kayas, Emil Mohammed +3
Exploitation of heap vulnerabilities has been on the rise, leading to many devastating attacks. Conventional heap patch generation is a lengthy procedure, requiring intensive manua…
A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples
Qiang Zeng, Jianhai Su, Chenglong Fu +2
Adversarial examples (AEs) are crafted by adding human-imperceptible perturbations to inputs such that a machine-learning based classifier incorrectly labels them. They have become…
Exploiting the Inherent Limitation of L0 Adversarial Examples
Fei Zuo, Bokai Yang, Xiaopeng Li +2
Despite the great achievements made by neural networks on tasks such as image classification, they are brittle and vulnerable to adversarial example (AE) attacks, which are crafted…
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs
Fei Zuo, Xiaopeng Li, Patrick Young +3
Binary code analysis allows analyzing binary code without having access to the corresponding source code. A binary, after disassembly, is expressed in an assembly language. This in…
Cross-App Interference Threats in Smart Homes: Categorization, Detection and Handling
Haotian Chi, Qiang Zeng, Xiaojiang Du +1
A number of Internet of Things (IoTs) platforms have emerged to enable various IoT apps developed by third-party developers to automate smart homes. Prior research mostly concerns…
e-SAFE: Secure, Efficient and Forensics-Enabled Access to Implantable Medical Devices
Haotian Chi, Longfei Wu, Xiaojiang Du +2
To facilitate monitoring and management, modern Implantable Medical Devices (IMDs) are often equipped with wireless capabilities, which raise the risk of malicious access to IMDs.…
POKs Based Secure and Energy-Efficient Access Control for Implantable Medical Devices
Chenglong Fu, Xiaojiang Du, Longfei Wu +3
Implantable medical devices (IMDs), such as pacemakers, implanted cardiac defibrillators, and neurostimulators are medical devices implanted into patients' bodies for monitoring ph…