254 citations · 1.1k across the 96 of their papers we have counts for
9 papers · 1 filter
Towards Robust Blockchain Price Oracle: A Study on Human-Centric Node Selection Strategy and Incentive Mechanism
Youquan Xian, Xueying Zeng, Hao Wu +3
As a trusted middleware connecting the blockchain and the real world, the blockchain oracle can obtain trusted real-time price information for financial applications such as paymen…
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…
How Does Naming Affect LLMs on Code Analysis Tasks?
Zhilong Wang, Lan Zhang, Chen Cao +3
The Large Language Models (LLMs), such as GPT and BERT, were proposed for natural language processing (NLP) and have shown promising results as general-purpose language models. An…
Approaching Shannon's One-Time Pad: Metrics, Architectures, and Enabling Technologies
Li Sun, Xianhui Lu, Peng Liu +3
The rapid development of advanced computing technologies such as quantum computing imposes new challenges to current wireless security mechanism which is based on cryptographic app…
Remapped Cache Layout: Thwarting Cache-Based Side-Channel Attacks with a Hardware Defense
Wei Song, Rui Hou, Peng Liu +6
As cache-based side-channel attacks become serious security problems, various defenses have been proposed and deployed in both software and hardware. Consequently, cache-based side…
RSSD: Defend against Ransomware with Hardware-Isolated Network-Storage Codesign and Post-Attack Analysis
Benjamin Reidys, Peng Liu, Jian Huang
Encryption ransomware has become a notorious malware. It encrypts user data on storage devices like solid-state drives (SSDs) and demands a ransom to restore data for users. To byp…
A Comprehensive and Cross-Platform Test Suite for Memory Safety -- Towards an Open Framework for Testing Processor Hardware Supported Security Extensions
Wei Song, Jiameng Ying, Sihao Shen +3
Memory safety remains a critical and widely violated property in reality. Numerous defense techniques have been proposed and developed but most of them are not applied or enabled b…
Cyber-Physical Taint Analysis in Multi-stage Manufacturing Systems (MMS): A Case Study
Tao Liu, Bowen Yang, Qi Li +3
Information flows are intrinsic properties of an multi-stage manufacturing systems (MMS). In computer security, a basic information flow tracking technique is dynamic taint analysi…
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection
Haizhou Wang, Peng Liu
In recent years, deep learning gained proliferating popularity in the cybersecurity application domain, since when being compared to traditional machine learning, it usually involv…