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Stakeholders of configurable systems are often interested in knowing how configuration options influence the performance of a system to facilitate, for example, the debugging and optimization processes of these systems. Several black-box…

软件工程 · 计算机科学 2020-07-15 Miguel Velez , Pooyan Jamshidi , Florian Sattler , Norbert Siegmund , Sven Apel , Christian Kastner

Remote procedure call (RPC) is the backbone of many modern distributed systems. Google's gRPC is one of the most popular open source RPC frameworks available in the community. gRPC is the main communication engine for Google's Deep Learning…

分布式、并行与集群计算 · 计算机科学 2018-04-05 Rajarshi Biswas , Xiaoyi Lu , Dhabaleswar K. Panda

In most process control systems nowadays, process measurements are periodically collected and archived in historians. Analytics applications process the data, and provide results offline or in a time period that is considerably slow in…

网络与互联网体系结构 · 计算机科学 2018-02-23 Song Han , Tao Gong , Mark Nixon , Eric Rotvold , Kam-yiu Lam , Krithi Ramamritham

Fuzzing -- testing programs with random inputs -- has become the prime technique to detect bugs and vulnerabilities in programs. To generate inputs that cover new functionality, fuzzers require execution feedback from the program -- for…

软件工程 · 计算机科学 2020-12-29 Rahul Gopinath , Bachir Bendrissou , Björn Mathis , Andreas Zeller

Information leakage is a class of error that can lead to severe consequences. However unlike other errors, it is rarely explicitly considered during the software testing process. LeakFuzzer advances the state of the art by using a…

软件工程 · 计算机科学 2025-01-27 Daniel Blackwell , Ingolf Becker , David Clark

Protocol fuzzing is a scalable and cost-effective technique for identifying security vulnerabilities in deployed Internet of Things devices. During their operational phase, IoT devices often run lightweight servers to handle user…

密码学与安全 · 计算机科学 2025-09-12 Priyanka Rushikesh Chaudhary , Rajib Ranjan Maiti

Greybox fuzzing is a lightweight testing approach that effectively detects bugs and security vulnerabilities. However, greybox fuzzers randomly mutate program inputs to exercise new paths; this makes it challenging to cover code that is…

密码学与安全 · 计算机科学 2018-07-23 Valentin Wüstholz , Maria Christakis

This article presents a free and open source toolkit that supports the semi-automated checking of research outputs (SACRO) for privacy disclosure within secure data environments. SACRO is a framework that applies best-practice…

密码学与安全 · 计算机科学 2025-05-05 Richard J. Preen , Maha Albashir , Simon Davy , Jim Smith

Fuzzing is a popular bug detection technique achieved by testing software executables with random inputs. This technique can also be extended to libraries by constructing executables that call library APIs, known as fuzz drivers. Automated…

软件工程 · 计算机科学 2023-12-20 Yehong Zhang , Jun Wu , Hui Xu

We present Bencher, a modular benchmarking framework for black-box optimization that fundamentally decouples benchmark execution from optimization logic. Unlike prior suites that focus on combining many benchmarks in a single project,…

机器学习 · 计算机科学 2025-05-28 Leonard Papenmeier , Luigi Nardi

BusyBox is one of the most widely reused userland components in Linux-based Internet-of-Things (IoT) firmware, yet its security assessment remains difficult because firmware images are frequently stripped, vendor patch practices are…

密码学与安全 · 计算机科学 2026-04-22 Yinhao Xiao , Huixi Li , Yongluo Shen

Smart TVs are coming to dominate the television market. This accompanied by an increase in the use of smart TV applications (apps). Due to the increasing demand, developers need modeling techniques to analyze these apps and assess their…

软件工程 · 计算机科学 2019-04-08 Bestoun S. Ahmed , Miroslav Bures

AI assistants can decompose multi-step workflows, but they do not natively speak industrial protocols such as Modbus, MQTT/Sparkplug B, or OPC UA, so this paper presents INDUSTRICONNECT, a prototype suite of Model Context Protocol (MCP)…

软件工程 · 计算机科学 2026-03-27 Melwin Xavier , Melveena Jolly , Vaisakh M A , Midhun Xavier

Cloud applications heavily rely on APIs to communicate with each other and exchange data. To ensure the reliability of cloud applications, cloud providers widely adopt API testing techniques. Unfortunately, existing API testing approaches…

软件工程 · 计算机科学 2026-03-06 Jia Li , Jiacheng Shen , Yuxin Su , Michael R. Lyu

Fuzzing is a powerful technique for finding bugs in software libraries, but scaling it remains difficult. Automated harness generation commits to fixed API sequences at synthesis time, limiting the behaviors each harness can test.…

软件工程 · 计算机科学 2026-02-24 Harrison Green , Fraser Brown , Claire Le Goues

Processor designs rely on iterative modifications and reuse well-established designs. However, this reuse of prior designs also leads to similar vulnerabilities across multiple processors. As processors grow increasingly complex with…

密码学与安全 · 计算机科学 2025-12-09 Chen Chen , Zaiyan Xu , Mohamadreza Rostami , David Liu , Dileep Kalathil , Ahmad-Reza Sadeghi , Jeyavijayan Rajendran

The Cancer Registry of Norway (CRN) collects, curates, and manages data related to cancer patients in Norway, supported by an interactive, human-in-the-loop, socio-technical decision support software system. Automated software testing of…

软件工程 · 计算机科学 2023-11-07 Christoph Laaber , Tao Yue , Shaukat Ali , Thomas Schwitalla , Jan F. Nygård

Verification is a critical process for ensuring the correctness of modern processors. The increasing complexity of processor designs and the emergence of new instruction set architectures (ISAs) like RISC-V have created demands for more…

硬件体系结构 · 计算机科学 2026-02-04 Yang Zhong , Haoran Wu , Xueqi Li , Sa Wang , David Boland , Yungang Bao , Kan Shi

Performance in heterogeneous service-based systems shows non-determistic trends. Even for the same request type, latency may vary from one request to another. These variations can occur due to several reasons on different levels of the…

软件工程 · 计算机科学 2020-04-14 Vittorio Cortellessa , Luca Traini

Today, there are millions of third-party Android applications. Some of these applications are buggy or even malicious. To identify such applications, novel frameworks for automated black-box testing and dynamic analysis are being developed…

密码学与安全 · 计算机科学 2018-12-31 Aleksandr Pilgun , Olga Gadyatskaya , Stanislav Dashevskyi , Yury Zhauniarovich , Artsiom Kushniarou