activity
20182022
most citedHermes Attack: Steal DNN Models with Lossless Inference Accuracy

36 citations · 130 across the 17 of their papers we have counts for

collaborators

17 papers

cs.CR2022★ 2 cited

SoK: Rowhammer on Commodity Operating Systems

Zhi Zhang, Decheng Chen, Jiahao Qi +8

Rowhammer has drawn much attention from both academia and industry in the past years as rowhammer exploitation poses severe consequences to system security. Since the first compreh…

cs.CR2021

SpecBox: A Label-Based Transparent Speculation Scheme Against Transient Execution Attacks

Bowen Tang, Chenggang Wu, Zhe Wang +6

Speculative execution techniques have been a cornerstone of modern processors to improve instruction-level parallelism. However, recent studies showed that this kind of techniques…

cs.SE2021

Evolutionary Mutation-based Fuzzing as Monte Carlo Tree Search

Yiru Zhao, Xiaoke Wang, Lei Zhao +2

Coverage-based greybox fuzzing (CGF) has been approved to be effective in finding security vulnerabilities. Seed scheduling, the process of selecting an input as the seed from the…

cs.CR2020★ 6 cited

PThammer: Cross-User-Kernel-Boundary Rowhammer through Implicit Accesses

Zhi Zhang, Yueqiang Cheng, Dongxi Liu +3

Rowhammer is a hardware vulnerability in DRAM memory, where repeated access to memory can induce bit flips in neighboring memory locations. Being a hardware vulnerability, rowhamme…

cs.CR2020★ 36 cited

Hermes Attack: Steal DNN Models with Lossless Inference Accuracy

Yuankun Zhu, Yueqiang Cheng, Husheng Zhou +1

Deep Neural Networks (DNNs) models become one of the most valuable enterprise assets due to their critical roles in all aspects of applications. With the trend of privatization dep…

cs.CR2020★ 3 cited

Continuous Release of Data Streams under both Centralized and Local Differential Privacy

Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang +5

In this paper, we study the problem of publishing a stream of real-valued data satisfying differential privacy (DP). One major challenge is that the maximal possible value can be q…

cs.CR2020★ 2 cited

DRAMDig: A Knowledge-assisted Tool to Uncover DRAM Address Mapping

Minghua Wang, Zhi Zhang, Yueqiang Cheng +1

As recently emerged rowhammer exploits require undocumented DRAM address mapping, we propose a generic knowledge-assisted tool, DRAMDig, which takes domain knowledge into considera…

cs.CR2020★ 2 cited

GhostKnight: Breaching Data Integrity via Speculative Execution

Zhi Zhang, Yueqiang Cheng, Surya Nepal

Existing speculative execution attacks are limited to breaching confidentiality of data beyond privilege boundary, the so-called spectre-type attacks. All of them utilize the chang…

cs.CR2019★ 3 cited

TeleHammer: A Formal Model of Implicit Rowhammer

Zhi Zhang, Yueqiang Cheng, Dongxi Liu +2

The rowhammer bug allows an attacker to gain privilege escalation or steal private data. A key requirement of all existing rowhammer attacks is that an attacker must have access to…

cs.CR2019★ 17 cited

PCKV: Locally Differentially Private Correlated Key-Value Data Collection with Optimized Utility

Xiaolan Gu, Ming Li, Yueqiang Cheng +2

Data collection under local differential privacy (LDP) has been mostly studied for homogeneous data. Real-world applications often involve a mixture of different data types such as…

cs.CR2019★ 3 cited

SpecuSym: Speculative Symbolic Execution for Cache Timing Leak Detection

Shengjian Guo, Yueqi Chen, Peng Li +4

CPU cache is a limited but crucial storage component in modern processors, whereas the cache timing side-channel may inadvertently leak information through the physically measurabl…

cs.OS2019

PiBooster: A Light-Weight Approach to Performance Improvements in Page Table Management for Paravirtual Virtual-Machines

Zhi Zhang, Yueqiang Cheng

In paravirtualization, the page table management components of the guest operating systems are properly patched for the security guarantees of the hypervisor. However, none of them…

cs.CR2019★ 8 cited

SvTPM: A Secure and Efficient vTPM in the Cloud

Juan Wang, Chengyang Fan, Jie Wang +5

Virtual Trusted Platform Modules (vTPMs) have been widely used in commercial cloud platforms (e.g. Google Cloud, VMware Cloud, and Microsoft Azure) to provide virtual root-of-trust…

cs.CR2019★ 6 cited

Understanding Rowhammer Attacks through the Lens of a Unified Reference Framework

Xiaoxuan Lou, Fan Zhang, Zheng Leong Chua +3

Rowhammer is a hardware-based bug that allows the attacker to modify the data in the memory without accessing it, just repeatedly and frequently accessing (or hammering) physically…

cs.CR2018★ 10 cited

Interface-Based Side Channel Attack Against Intel SGX

Jinwen Wang, Yueqiang Cheng, Qi Li +1

Intel has introduced a trusted computing technology, Intel Software Guard Extension (SGX), which provides an isolated and secure execution environment called enclave for a user pro…

cs.CR2018★ 25 cited

KASR: A Reliable and Practical Approach to Attack Surface Reduction of Commodity OS Kernels

Zhi Zhang, Yueqiang Cheng, Surya Nepal +3

Commodity OS kernels have broad attack surfaces due to the large code base and the numerous features such as device drivers. For a real-world use case (e.g., an Apache Server), man…

cs.CR2018★ 7 cited

CATTmew: Defeating Software-only Physical Kernel Isolation

Yueqiang Cheng, Zhi Zhang, Surya Nepal +1

All the state-of-the-art rowhammer attacks can break the MMU-enforced inter-domain isolation because the physical memory owned by each domain is adjacent to each other. To mitigate…