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NVIDIA GPUs with GDDR memories have been shown susceptible to Rowhammer-based bit-flips, similar to CPUs. However, Rowhammer exploits on GPUs have been limited to injecting untargeted bit-flips in victim data like weights of machine…

密码学与安全 · 计算机科学 2026-05-06 Chris S. Lin , Yuqin Yan , Guozhen Ding , Joyce Qu , Joseph Zhu , David Lie , Gururaj Saileshwar

The security goals of cloud providers and users include memory confidentiality and integrity, which requires implementing Replay-Attack protection (RAP). RAP can be achieved using integrity trees or mutually authenticated channels.…

密码学与安全 · 计算机科学 2023-10-31 Ali Fakhrzadehgan , Prakash Ramrakhyani , Moinuddin K. Qureshi , Mattan Erez

Analog compute-in-memory (CIM) systems are promising for deep neural network (DNN) inference acceleration due to their energy efficiency and high throughput. However, as the use of DNNs expands, protecting user input privacy has become…

密码学与安全 · 计算机科学 2023-05-30 Ziyu Wang , Yuting Wu , Yongmo Park , Sangmin Yoo , Xinxin Wang , Jason K. Eshraghian , Wei D. Lu

Modern chip designs are increasingly complex, making it difficult for developers to glean meaningful insights about hardware behavior while real workloads are running. Hardware introspection aims to solve this by enabling the hardware…

硬件体系结构 · 计算机科学 2025-09-29 Ian McDougall , Shayne Wadle , Harish Batchu , Karthikeyan Sankaralingam

Large Language Models (LLMs) have been integrated into many applications (e.g., web agents) to perform more sophisticated tasks. However, LLM-empowered applications are vulnerable to Indirect Prompt Injection (IPI) attacks, where…

密码学与安全 · 计算机科学 2025-12-12 Yinan Zhong , Qianhao Miao , Yanjiao Chen , Jiangyi Deng , Yushi Cheng , Wenyuan Xu

To improve efficiency, nearly all parallel processing units (CPUs and GPUs) implement relaxed memory models in which memory operations may be re-ordered, i.e., executed out-of-order. Prior testing work in this area found that memory…

密码学与安全 · 计算机科学 2026-01-14 Sean Siddens , Sanya Srivastava , Reese Levine , Josiah Dykstra , Tyler Sorensen

Meltdown and Spectre exploit microarchitectural changes the CPU makes during transient out-of-order execution. Using side-channel techniques, these attacks enable leaking arbitrary data from memory. As state-of-the-art software mitigations…

密码学与安全 · 计算机科学 2021-03-08 Michael Schwarz , Claudio Canella , Lukas Giner , Daniel Gruss

Rust is a popular memory-safe systems programming language. In order to interact with hardware or call into non-Rust libraries, Rust provides \emph{unsafe} language features that shift responsibility for ensuring memory safety to the…

密码学与安全 · 计算机科学 2025-10-09 Merve Gülmez , Thomas Nyman , Christoph Baumann , Jan Tobias Mühlberg

Trusted execution environments (TEEs) protect the integrity and confidentiality of running code and its associated data. Nevertheless, TEEs' integrity protection does not extend to the state saved on disk. Furthermore, modern cloud-native…

密码学与安全 · 计算机科学 2024-08-16 Ardhi Putra Pratama Hartono , Andrey Brito , Christof Fetzer

Temporal memory corruptions are commonly exploited software vulnerabilities that can lead to powerful attacks. Despite significant progress made by decades of research on mitigation techniques, existing countermeasures fall short due to…

密码学与安全 · 计算机科学 2020-10-27 Reza Mirzazade Farkhani , Mansour Ahmadi , Long Lu

In the last 10 years, cache attacks on Intel x86 CPUs have gained increasing attention among the scientific community and powerful techniques to exploit cache side channels have been developed. However, modern smartphones use one or more…

密码学与安全 · 计算机科学 2016-06-21 Moritz Lipp , Daniel Gruss , Raphael Spreitzer , Clémentine Maurice , Stefan Mangard

CXL shared memory and persistent memory allow the contents of memory to persist beyond crashes. Stores to persistent or CXL memory are typically not immediately made persistent; developers must manually flush the corresponding cache lines…

软件工程 · 计算机科学 2025-09-25 Yutong Guo , Weiyu Luo , Brian Demsky

Hypervisors are under threat by critical memory safety vulnerabilities, with pointer corruption being one of the most prevalent and severe forms. Existing exploitation frameworks depend on identifying highly-constrained structures in the…

密码学与安全 · 计算机科学 2025-12-30 Gaoning Pan , Yiming Tao , Qinying Wang , Chunming Wu , Mingde Hu , Yizhi Ren , Shouling Ji

We introduce a novel concept, called Name Confusion, and demonstrate how it can be employed to thwart multiple classes of code-reuse attacks. By building upon Name Confusion, we derive Phantom Name System (PNS): a security protocol that…

密码学与安全 · 计算机科学 2020-08-28 Mohamed Tarek Ibn Ziad , Miguel A. Arroyo , Evgeny Manzhosov , Vasileios P. Kemerlis , Simha Sethumadhavan

Application security traditionally strongly relies upon security of the underlying operating system. However, operating systems often fall victim to software attacks, compromising security of applications as well. To overcome this…

密码学与安全 · 计算机科学 2017-01-05 Samuel Weiser , Mario Werner

Intel SGX enables memory isolation and static integrity verification of code and data stored in user-space memory regions called enclaves. SGX effectively shields the execution of enclaves from the underlying untrusted OS. Attackers cannot…

密码学与安全 · 计算机科学 2022-06-16 Flavio Toffalini , Mathias Payer , Jianying Zhou , Lorenzo Cavallaro

We introduce CryptGPU, a system for privacy-preserving machine learning that implements all operations on the GPU (graphics processing unit). Just as GPUs played a pivotal role in the success of modern deep learning, they are also essential…

密码学与安全 · 计算机科学 2021-04-23 Sijun Tan , Brian Knott , Yuan Tian , David J. Wu

Embedded and IoT devices, largely powered by microcontroller units (MCUs), could be made more intelligent by leveraging on-device deep learning. One of the main challenges of neural network inference on an MCU is the extremely limited…

机器学习 · 计算机科学 2023-01-25 Edgar Liberis , Nicholas D. Lane

With the increasing popularity of cloud based machine learning (ML) techniques there comes a need for privacy and integrity guarantees for ML data. In addition, the significant scalability challenges faced by DRAM coupled with the high…

密码学与安全 · 计算机科学 2025-08-25 Peterson Yuhala , Pascal Felber , Valerio Schiavoni , Alain Tchana

Modern x86 processors support an AVX instruction set to boost performance. However, this extension may cause security issues. We discovered that there are vulnerable properties in implementing masked load/store instructions. Based on this,…

密码学与安全 · 计算机科学 2023-04-18 Hyunwoo Choi , Suryeon Kim , Seungwon Shin