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The recent Spectre attacks have demonstrated that modern microarchitectural optimizations can make software insecure. These attacks use features like pipelining, out-of-order and speculation to extract information about the memory contents…

密码学与安全 · 计算机科学 2020-07-20 Hamed Nemati , Roberto Guanciale , Pablo Buiras , Andreas Lindner

Randomizing the address-to-set mapping and partitioning of the cache has been shown to be an effective mechanism in designing secured caches. Several designs have been proposed on a variety of rationales: (1) randomized design, (2)…

密码学与安全 · 计算机科学 2025-01-31 Anirban Chakraborty , Nimish Mishra , Sayandeep Saha , Sarani Bhattacharya , Debdeep Mukhopadhyay

Cache occupancy attacks exploit the shared nature of cache hierarchies to infer a victim's activities by monitoring overall cache usage, unlike access-driven cache attacks that focus on specific cache lines or sets. There exists some prior…

密码学与安全 · 计算机科学 2025-04-21 Tianhong Xu , Aidong Adam Ding , Yunsi Fei

Practical attacks that exploit speculative execution can leak confidential information via microarchitectural side channels. The recently-demonstrated Spectre attacks leverage speculative loads which circumvent access checks to read…

密码学与安全 · 计算机科学 2018-07-11 Vladimir Kiriansky , Carl Waldspurger

The "eternal war in cache" has reached browsers, with multiple cache-based side-channel attacks and countermeasures being suggested. A common approach for countermeasures is to disable or restrict JavaScript features deemed essential for…

密码学与安全 · 计算机科学 2021-03-09 Anatoly Shusterman , Ayush Agarwal , Sioli O'Connell , Daniel Genkin , Yossi Oren , Yuval Yarom

The deep learning revolution has been enabled in large part by GPUs, and more recently accelerators, which make it possible to carry out computationally demanding training and inference in acceptable times. As the size of machine learning…

密码学与安全 · 计算机科学 2022-03-31 Sankha Baran Dutta , Hoda Naghibijouybari , Arjun Gupta , Nael Abu-Ghazaleh , Andres Marquez , Kevin Barker

Control-Flow Hijacking attacks are the dominant attack vector against C/C++ programs. Control-Flow Integrity (CFI) solutions mitigate these attacks on the forward edge,i.e., indirect calls through function pointers and virtual calls.…

密码学与安全 · 计算机科学 2019-11-26 Nathan Burow , Xinping Zhang , Mathias Payer

Security in modern RISC-V processors demands more than functional correctness: It requires resilience to side-channel attacks. This paper evaluates the vulnerability of the side channel of the CVA6 RISC-V core by analyzing software-based…

密码学与安全 · 计算机科学 2025-12-29 Behnam Farnaghinejad , Antonio Porsia , Annachiara Ruospo , Alessandro Savino , Stefano Di Carlo , Ernesto Sanchez

Many cache designs have been proposed to guard against contention-based side-channel attacks. One well-known type of cache is the randomized remapping cache. Many randomized remapping caches provide fixed or over protection, which leads to…

密码学与安全 · 计算机科学 2024-05-31 Xiao Liu , Mark Zwolinski , Basel Halak

The deployment of deep learning inference in production environments continues to grow, where throughput, latency, and hardware efficiency are critical. Although specialized accelerators are increasingly adopted, many inference workloads…

性能 · 计算机科学 2026-02-20 Kathiravan Palaniappan

Integrating cryptographic accelerators into modern CPU architectures presents unique microarchitectural challenges, particularly when extending instruction sets with complex and multistage operations. Hardware-assisted cryptographic…

硬件体系结构 · 计算机科学 2025-08-29 Alperen Bolat , Sakir Sezer , Kieran McLaughlin , Henry Hui

New speculation-based attacks that affect large numbers of modern systems are disclosed regularly. Currently, CPU vendors regularly fall back to heavy-handed mitigations like using barriers or enforcing strict programming guidelines…

密码学与安全 · 计算机科学 2023-06-21 Ali Hajiabadi , Archit Agarwal , Andreas Diavastos , Trevor E. Carlson

Covert channels enable information leakage across security boundaries of the operating system. Microarchitectural covert channels exploit changes in execution timing resulting from competing access to limited hardware resources. We use the…

密码学与安全 · 计算机科学 2020-05-06 Nils Wistoff , Moritz Schneider , Frank K. Gürkaynak , Luca Benini , Gernot Heiser

Recent work has introduced attacks that extract the architecture information of deep neural networks (DNN), as this knowledge enhances an adversary's capability to conduct black-box attacks against the model. This paper presents the first…

Backdoor attacks pose a severe threat to deep neural networks (DNNs) by implanting hidden backdoors that can be activated with predefined triggers to manipulate model behaviors maliciously. Recent studies have extended backdoor attacks to…

计算机视觉与模式识别 · 计算机科学 2026-05-12 Yu Feng , Dingxin Zhang , Runkai Zhao , Yong Xia , Heng Huang , Weidong Cai

With the rapidly growing demand for computing power new accelerator based architectures have entered the world of high performance computing since around 5 years. In particular GPGPUs have recently become very popular, however programming…

性能 · 计算机科学 2013-08-16 Volker Weinberg , Momme Allalen

Harvard architecture CPU design is common in the embedded world. Examples of Harvard-based architecture devices are the Mica family of wireless sensors. Mica motes have limited memory and can process only very small packets. Stack-based…

密码学与安全 · 计算机科学 2009-01-23 Aurélien Francillon , Claude Castelluccia

General trends in computer architecture are shifting more towards parallelism. Multicore architectures have proven to be a major step in processor evolution. With the advancement in multicore architecture, researchers are focusing on…

硬件体系结构 · 计算机科学 2019-10-22 Arsalan Shahid , Muhammad Tayyab , Muhammad Yasir Qadri , Nadia N. Qadri , Jameel Ahmed

Shared processor caches are vulnerable to conflict-based side-channel attacks, where an attacker can monitor access patterns of a victim by evicting victim cache lines using cache-set conflicts. Recent mitigations propose randomized mapping…

密码学与安全 · 计算机科学 2021-03-25 Gururaj Saileshwar , Moinuddin Qureshi

Both AMD and Intel have presented technologies for confidential computing in cloud environments. The proposed solutions - AMD SEV (-ES, -SNP) and Intel TDX - protect Virtual Machines (VMs) against attacks from higher privileged layers…

密码学与安全 · 计算机科学 2021-09-23 Felicitas Hetzelt , Martin Radev , Robert Buhren , Mathias Morbitzer , Jean-Pierre Seifert