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In large-scale distributed LLM training, communication between devices becomes the key performance bottleneck. Chiplet technology can integrate multiple dies into a package to scale-up node performance with higher bandwidth. Meanwhile,…

硬件体系结构 · 计算机科学 2026-04-22 Kangbo Bai , Zhantong Zhu , Yifan Ding , Tianyu Jia

Confidential computing on GPUs, like NVIDIA H100, mitigates the security risks of outsourced Large Language Models (LLMs) by implementing strong isolation and data encryption. Nonetheless, this encryption incurs a significant performance…

密码学与安全 · 计算机科学 2024-11-07 Yifan Tan , Cheng Tan , Zeyu Mi , Haibo Chen

Self-checksumming (SC) is a tamper-proofing technique that ensures certain program segments (code) in memory hash to known values at runtime. SC has few restrictions on application and hence can protect a vast majority of programs. The code…

密码学与安全 · 计算机科学 2019-09-26 Mohsen Ahmadvand , Daniel Below , Sebastian Banescu , Alexander Pretschner

Under the emerging network coding paradigm, intermediate nodes in the network are allowed not only to store and forward packets but also to process and mix different data flows. We propose a low-complexity cryptographic scheme that exploits…

密码学与安全 · 计算机科学 2016-11-17 Joao P. Vilela , Luisa Lima , Joao Barros

This paper introduces a network coding-based protection scheme against single and multiple link failures. The proposed strategy ensures that in a connection, each node receives two copies of the same data unit: one copy on the working…

信息论 · 计算机科学 2010-11-17 Ahmed E. Kamal , Aditya Ramamoorthy , Long Long , Shizheng Li

Ultra Deep-Sub-Micron CMOS chips have to function correctly and reliably, not only during their early post-fabrication life, but also for their entire life span. In this paper, we present an architectural-level in-field repair technique.…

硬件体系结构 · 计算机科学 2015-10-07 Massoud Mokhtarpour Ghahroodi , Mark Zwolinski

Website fingerprinting attacks enable an adversary to infer which website a victim is visiting, even if the victim uses an encrypting proxy, such as Tor. Previous work has shown that all proposed defenses against website fingerprinting…

密码学与安全 · 计算机科学 2014-01-24 Xiang Cai , Rishab Nithyanand , Rob Johnson

In a zero-trust fabless paradigm, designers are increasingly concerned about hardware-based attacks on the semiconductor supply chain. Logic locking is a design-for-trust method that adds extra key-controlled gates in the circuits to…

密码学与安全 · 计算机科学 2024-02-07 Yeganeh Aghamohammadi , Amin Rezaei

While financially advantageous, outsourcing key steps, such as testing, to potentially untrusted Outsourced Assembly and Test (OSAT) companies may pose a risk of compromising on-chip assets. Obfuscation of scan chains is a technique that…

密码学与安全 · 计算机科学 2019-09-11 Lilas Alrahis , Muhammad Yasin , Nimisha Limaye , Hani Saleh , Baker Mohammad , Mahmoud Al-Qutayri , Ozgur Sinanoglu

GPUs are increasingly being used in security applications, especially for accelerating encryption/decryption. While GPUs are an attractive platform in terms of performance, the security of these devices raises a number of concerns. One…

密码学与安全 · 计算机科学 2020-08-03 Elmira Karimi , Yunsi Fei , David Kaeli

Program obfuscation is a widely employed approach for software intellectual property protection. However, general obfuscation methods (e.g., lexical obfuscation, control obfuscation) implemented in mainstream obfuscation tools are heuristic…

密码学与安全 · 计算机科学 2017-10-04 Hui Xu , Yangfan Zhou , Yu Kang , Michael R. Lyu

Split learning (SL) enables collaborative training by partitioning a neural network across clients and a central server, but the cut-layer interface introduces a key challenge: high-dimensional activations incur substantial communication…

机器学习 · 计算机科学 2026-05-14 Mert Cihangiroglu , Alessandro Pegoraro , Phillip Rieger , Antonino Nocera , Ahmad-Reza Sadeghi

Consumer and defense systems demanded design and manufacturing of electronics with increased performance, compared to their predecessors. As such systems became ubiquitous in a plethora of domains, their application surface increased, thus…

密码学与安全 · 计算机科学 2022-08-19 Abhijitt Dhavlle

Last-level cache (LLC) partitioning is a technique to provide temporal isolation and low worst-case latency (WCL) bounds when cores access the shared LLC in multicore safety-critical systems. A typical approach to cache partitioning…

硬件体系结构 · 计算机科学 2022-04-05 Zhuanhao Wu , Hiren Patel

The outsourced manufacturing of integrated circuits has increased the risk of intellectual property theft. In response, logic locking techniques have been developed for protecting designs by adding programmable elements to the circuit.…

密码学与安全 · 计算机科学 2021-03-15 Joseph Sweeney , Deepali Garg , Lawrence Pileggi

Optical interconnects are already the dominant technology in large-scale data center networks. However, the high optical loss of many optical components coupled with the low efficiency of laser sources result in high aggregate power…

Low Earth Orbit (LEO) satellite networks are integral to next-generation communication systems, providing global coverage, low latency, and minimal signal loss. However, their unique characteristics, such as constrained onboard resources,…

信号处理 · 电气工程与系统科学 2025-05-01 Zhisheng Yin , Yonghong Liu , Dongbo Li , Nan Cheng , Linlin Liang , Changle Li , Jie Liu

Local Differential Privacy (LDP) is a widely adopted privacy-protection model in the Internet of Things (IoT) due to its lightweight, decentralized, and scalable nature. However, it is vulnerable to poisoning attacks, and existing defenses…

密码学与安全 · 计算机科学 2025-10-31 Lisha Shuai , Jiuling Dong , Nan Zhang , Shaofeng Tan , Haokun Zhang , Zilong Song , Gaoya Dong , Xiaolong Yang

A long-standing challenge is the design of chips resilient to faults and glitches. Both fine-grained gate diversity and coarse-grained modular redundancy have been used in the past. However, these approaches have not been well-studied under…

密码学与安全 · 计算机科学 2025-04-16 Ahmad T. Sheikh , Ali Shoker , Suhaib A. Fahmy , Paulo Esteves-Verissimo

The paper studies how to release data about a critical infrastructure network (e.g., the power network or a transportation network) without disclosing sensitive information that can be exploited by malevolent agents, while preserving the…

密码学与安全 · 计算机科学 2020-04-20 Ferdinando Fioretto , Terrence W. K. Mak , Pascal Van Hentenryck