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Cybersecurity demands rigorous and scalable techniques to ensure system correctness, robustness, and resilience against evolving threats. Automated reasoning, encompassing formal logic, theorem proving, model checking, and symbolic…

密码学与安全 · 计算机科学 2025-05-14 Sarah Veronica

Remote attestation (RA) is a popular means of detecting malware in embedded and IoT devices. RA is usually realized as an interactive protocol, whereby a trusted party -- verifier -- measures integrity of a potentially compromised remote…

密码学与安全 · 计算机科学 2017-07-31 Xavier Carpent , Norrathep Rattanavipanon , Gene Tsudik

Embedded systems in safety-critical environments are continuously required to deliver more performance and functionality, while expected to provide verified safety guarantees. Nonetheless, platform-wide software verification (required for…

系统与控制 · 计算机科学 2017-05-09 Fardin Abdi , Renato Mancuso , Rohan Tabish , Marco Caccamo

Ensuring that an AI system behaves reliably and as intended, especially in the presence of unexpected faults or adversarial conditions, is a complex challenge. Inspired by the field of Byzantine Fault Tolerance (BFT) from distributed…

分布式、并行与集群计算 · 计算机科学 2026-04-30 John deVadoss , Matthias Artzt

We develop a resilient binary hypothesis testing framework for decision making in adversarial multi-robot crowdsensing tasks. This framework exploits stochastic trust observations between robots to arrive at tractable, resilient decision…

机器人学 · 计算机科学 2022-09-27 Matthew Cavorsi , Orhan Eren Akgün , Michal Yemini , Andrea Goldsmith , Stephanie Gil

Low-trust architectures work on, from the viewpoint of software, always-encrypted data, and significantly reduce the amount of hardware trust to a small software-free enclave component. In this paper, we perform a complete formal…

硬件体系结构 · 计算机科学 2023-09-04 Qinhan Tan , Yonathan Fisseha , Shibo Chen , Lauren Biernacki , Jean-Baptiste Jeannin , Sharad Malik , Todd Austin

Assertions are widely used for functional validation as well as coverage analysis for both software and hardware designs. Assertions enable runtime error detection as well as faster localization of errors. While there is a vast literature…

系统与控制 · 电气工程与系统科学 2020-01-22 Yangdi Lyu , Prabhat Mishra

This paper presents an experimental design and data analytics approach aimed at power-based malware detection on general-purpose computers. Leveraging the fact that malware executions must consume power, we explore the postulate that…

Rust is a new and promising high-level system programming language. It provides both memory safety and thread safety through its novel mechanisms such as ownership, moves and borrows. Ownership system ensures that at any point there is only…

编程语言 · 计算机科学 2018-05-01 Feng Wang , Fu Song , Min Zhang , Xiaoran Zhu , Jun Zhang

We present JavelinGuard, a suite of low-cost, high-performance model architectures designed for detecting malicious intent in Large Language Model (LLM) interactions, optimized specifically for production deployment. Recent advances in…

机器学习 · 计算机科学 2025-06-10 Yash Datta , Sharath Rajasekar

High-performance security guarantees rely on hardware support. Generic programmable support for fine-grained instruction analysis has gained broad interest in the literature as a fundamental building block for the security of future…

密码学与安全 · 计算机科学 2025-04-03 Zhe Jiang , Sam Ainsworth , Timothy Jones

Graphical user interface (GUI) agents powered by vision language models (VLMs) are rapidly moving from passive assistance to autonomous operation. However, this unrestricted action space exposes users to severe and irreversible financial,…

机器学习 · 计算机科学 2026-04-13 Yushi Feng , Junye Du , Qifan Wang , Zizhan Ma , Qian Niu , Yutaka Matsuo , Long Feng , Lequan Yu

This is the era of smart devices or things which are fueling the growth of Internet of Things (IoT). It is impacting every sphere around us, making our life dependent on this technological feat. It is of high concern that these smart things…

密码学与安全 · 计算机科学 2018-05-29 Rishi Sairam , Suman Sankar Bhunia , Vijayanand Thangavelu , Mohan Gurusamy

It is needed to ensure the integrity of systems that process sensitive information and control many aspects of everyday life. We examine the use of machine learning algorithms to detect malware using the system calls generated by…

Security operation centers contend with a constant stream of security incidents, ranging from straightforward to highly complex. To address this, we developed Microsoft Copilot for Security Guided Response (CGR), an industry-scale ML…

机器学习 · 计算机科学 2024-11-27 Scott Freitas , Jovan Kalajdjieski , Amir Gharib , Robert McCann

In the last two decades, the evolving cyber-threat landscape has brought to center stage the contentious tradeoffs between the security and performance of modern microprocessors. The guarantees provided by the hardware to ensure no…

密码学与安全 · 计算机科学 2023-05-26 Nikhilesh Singh , Vinod Ganesan , Chester Rebeiro

While Model Predictive Control (MPC) delivers strong performance across robotics applications, solving the underlying (batches of) nonlinear trajectory optimization (TO) problems online remains computationally demanding. Existing…

机器人学 · 计算机科学 2026-05-11 Alexander Du , Emre Adabag , Gabriel Bravo-Palacios , Brian Plancher

Conflict-free replicated data types (CRDTs) and the local-first concept are increasingly employed not only in small-scale collaboration systems among few users who trust each other, but also in large-scale systems, like Matrix for instant…

分布式、并行与集群计算 · 计算机科学 2026-04-28 Florian Jacob , Johanna Stuber , Hannes Hartenstein

With the increased utilization, the small embedded and IoT devices have become an attractive target for sophisticated attacks that can exploit the devices security critical information and data in malevolent activities. Secure boot and…

密码学与安全 · 计算机科学 2023-04-25 Avani Dave , Nilanjan Banerjee , Chintan Patel

Grant Free Random Access (GFRA) is a popular protocol in the Internet of Things (IoT) to reduce the control signaling. GFRA is a framed protocol where each frame is split into two parts: device identification; and data transmission part…

信息论 · 计算机科学 2024-07-29 Alix Jeannerot , Malcolm Egan , Jean-Marie Gorce