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This paper presents verification-guided development (VGD), a software engineering process we used to build Cedar, a new policy language for expressive, fast, safe, and analyzable authorization. Developing a system with VGD involves writing…

Automatic Speaker Verification (ASV) system is a type of bio-metric authentication. It can be attacked by an intruder, who falsifies data in order to get access to protected information. Countermeasures (CM) are special algorithms that…

声音 · 计算机科学 2022-04-01 Petr Grinberg , Vladislav Shikhov

Many techniques for the automated verification of distributed protocols have been developed over the past several years, but their performance is still unpredictable and their failure modes can be opaque for industrial scale verification…

分布式、并行与集群计算 · 计算机科学 2026-04-22 William Schultz , Edward Ashton , Heidi Howard , Stavros Tripakis

Hybrid systems with both discrete and continuous dynamics are an important model for real-world cyber-physical systems. The key challenge is to ensure their correct functioning w.r.t. safety requirements. Promising techniques to ensure…

计算机科学中的逻辑 · 计算机科学 2015-05-27 Stefan Mitsch , Grant Olney Passmore , Andre Platzer

The evolution of automotive technologies towards more integrated and sophisticated systems requires a shift from traditional distributed architectures to centralized vehicle architectures. This work presents a novel framework that addresses…

软件工程 · 计算机科学 2025-03-10 Sven Kirchner , Nils Purschke , Chengdong Wu , Muhammed Aqib Khan , Divye Dixit , Alois C. Knoll

The ever increasing complexity of the hardware design process demands improved hardware design and verification methodologies. With the advent of generative AI various attempts have been made to automate parts of the design and verification…

硬件体系结构 · 计算机科学 2025-12-02 Mubarek Mohammed

Formal methods play a fundamental role in asserting the correctness of requirements specifications. However, historically, formal method experts have primarily focused on verifying those specifications. Although equally important,…

软件工程 · 计算机科学 2023-08-14 Sebastian Stock , Atif Mashkoor , Alexander Egyed

Hardware verification is one of the most challenging stages of the hardware design process, requiring significant time and resources to ensure a design is fully validated and production-ready. Verification teams aim to maximize design…

硬件体系结构 · 计算机科学 2026-05-22 Sean Lowe , Elias Hilaneh , Alma Babbit , Nakul Gopalan , Vidya Chhabria , Aman Arora

Auto-active verifiers provide a level of automation intermediate between fully automatic and interactive: users supply code with annotations as input while benefiting from a high level of automation in the back-end. This paper presents…

计算机科学中的逻辑 · 计算机科学 2015-09-01 Julian Tschannen , Carlo A. Furia , Martin Nordio , Nadia Polikarpova

The output of an automated theorem prover is usually presented by using a text format, they are often too heavy to be understood. In model checking setting, it would be helpful if one can observe the structure of models and the verification…

计算机科学中的逻辑 · 计算机科学 2017-02-16 Jian Liu , Ying Jiang , Yanyun Chen , Qing Zhou

Verification is becoming central to both reinforcement-learning-based training and inference-time control of large language models (LLMs). Yet current verifiers face a fundamental trade-off: LLM-based verifiers are expressive but hard to…

计算与语言 · 计算机科学 2026-04-28 Pouya Pezeshkpour , Estevam Hruschka

Validating FPGA firmware logic used in particle physics is becoming increasingly difficult as the implementation logic scales and becomes more complex with the expansion of FPGA resources. In order to address this issue efficiently, we have…

高能物理 - 实验 · 物理学 2025-04-09 Ryugo Mizuhiki , Junpei Maeda , Seiya Marumoto

This work demonstrates a hardware-efficient support vector machine (SVM) training algorithm via the alternative direction method of multipliers (ADMM) optimizer. Low-rank approximation is exploited to reduce the dimension of the kernel…

信号处理 · 电气工程与系统科学 2019-07-24 Shuo-An Huang , Chia-Hsiang Yang

AI Safety is a major concern in many deep learning applications such as autonomous driving. Given a trained deep learning model, an important natural problem is how to reliably verify the model's prediction. In this paper, we propose a…

计算机视觉与模式识别 · 计算机科学 2021-01-05 Tong Che , Xiaofeng Liu , Site Li , Yubin Ge , Ruixiang Zhang , Caiming Xiong , Yoshua Bengio

Functional verification has become the most time-consuming phase in IC development, and Assertion-Based Verification (ABV) is key to reducing debugging time. However, existing LLM-based assertion generation methods typically pursue…

硬件体系结构 · 计算机科学 2026-04-13 Yonghao Wang , Hongqin Lyu , Boling Chen , MinYang Bao , Wenchao Ding , Feng Gu , Zhiteng Chao , Jianan Mu , Kan Shi , Tiancheng Wang , Huawei Li

The increasing competition in the semiconductor industry has created significant pressure to reduce chip prices while maintaining quality and reliability. Functional verification, particularly for configurable IPs, is a major contributor to…

硬件体系结构 · 计算机科学 2025-10-21 Shuhang Zhang , Jelena Radulovic , Thorsten Dworzak

This paper presents the experimental validation of a framework for the coordinated dispatch and control of multiple active distribution networks (ADNs) hosting distributed energy resource (DER). We show that the presented method, which…

系统与控制 · 电气工程与系统科学 2025-03-20 Matthieu Jacobs , Hanmin Cai , Mario Paolone

Optical and optoelectronic approaches of performing matrix-vector multiplication (MVM) operations have shown the great promise of accelerating machine learning (ML) algorithms with unprecedented performance. The incorporation of…

新兴技术 · 计算机科学 2020-12-04 Weilu Gao , Cunxi Yu , Ruiyang Chen

Performance increase with general-purpose processors has come to a halt. We can no longer depend on Moore's Law to increase computing performance. The only way to achieve higher performance or lower energy consumption is by building…

The widespread adoption of AI-assisted development tools in 2025 -- and the emergence of vibe coding, a practice of generating complete applications from natural language without verification -- exposed a critical and tool-agnostic failure…

软件工程 · 计算机科学 2026-05-01 Jasmine Moreira