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Automated test case generation has proven to be useful to reduce the usually high expenses of software testing. However, several studies have also noted the skepticism of testers regarding the comprehension of generated test suites when…

Bounded Model Checking (BMC) is a widely used software verification technique. Despite its successes, the technique has several limiting factors, from state-space explosion to lack of completeness. Over the years, interval analysis has…

Combinatorial testing has been suggested as an effective method of creating test cases at a lower cost. However, industrially applicable tools for modeling and combinatorial test generation are still scarce. As a direct effect,…

软件工程 · 计算机科学 2018-06-12 Sara Ericsson , Eduard Enoiu

Search-based techniques have been widely used for white-box test generation. Many of these approaches rely on the approach level and branch distance heuristics to guide the search process and generate test cases with high line and branch…

软件工程 · 计算机科学 2022-03-07 Pouria Derakhshanfar , Xavier Devroey , Andy Zaidman

We present a framework for merging unit tests for autonomous systems. Typically, it is intractable to test an autonomous system for every scenario in its operating environment. The question of whether it is possible to design a single test…

系统与控制 · 电气工程与系统科学 2022-04-07 Josefine Graebener , Apurva Badithela , Richard M. Murray

Model based testing is a well-established approach to verify implementations modeled by I/O labeled transition systems (IOLTSs). One of the challenges stemming from model based testing is the conformance checking and the generation of test…

软件工程 · 计算机科学 2020-02-11 Adilson Luiz Bonifacio , Arnaldo Vieira Moura

Testing complex simulation models can be expensive and time consuming. Current state-of-the-art methods that explore this problem are fully-supervised; i.e. they require that all examples are labeled. On the other hand, the GenClu system…

软件工程 · 计算机科学 2023-12-04 Xiao Ling , Tim Menzies

Research in the area of automated test generation has seen remarkable progress in recent years, resulting in several approaches and tools for effective and efficient generation of test cases. In particular, the EvoSuite tool has been at the…

软件工程 · 计算机科学 2025-01-17 Fitsum Kifetew , Davide Prandi , Angelo Susi

We present a novel idea on adequacy testing called ``{vulnerability coverage}.'' The introduced coverage measure examines the underlying software for the presence of certain classes of vulnerabilities often found in the National…

密码学与安全 · 计算机科学 2020-06-17 Shuvalaxmi Dass , Akbar Siami Namin

For Application Specific Integrated Circuits (ASIC) and System-on-Chip (SOC) designs, Cell - Based Design (CBD) is the most prevalent practice as it guarantees a shorter design cycle, minimizes errors and is easier to maintain. In modern…

其他计算机科学 · 计算机科学 2011-10-28 Santanu Bhowmick , S. Bhattacherjee , Nandakumar G. N

Quantum programs are designed to run on quantum computers, leveraging quantum circuits to solve problems that are intractable for classical machines. As quantum computing advances, ensuring the reliability of quantum programs has become…

软件工程 · 计算机科学 2025-09-08 Tiancheng Jin , Shangzhou Xia , Jianjun Zhao

Constrained random test generation is one of the most widely adopted methods for generating stimuli for simulation-based verification. Randomness leads to test diversity, but tests tend to repeatedly exercise the same design logic.…

硬件体系结构 · 计算机科学 2022-10-18 Nyasha Masamba , Kerstin Eder , Tim Blackmore

Component-based software development has posed a serious challenge to system verification since externally-obtained components could be a new source of system failures. This issue can not be completely solved by either model-checking or…

软件工程 · 计算机科学 2016-08-31 Gaoyan Xie , Zhe Dang

Maintaining consistency between code and documentation is a crucial yet frequently overlooked aspect of software development. Even minor mismatches can confuse API users, introduce new bugs, and increase overall maintenance effort. This…

软件工程 · 计算机科学 2026-04-22 Tobias Kiecker , Jan Arne Sparka , Martin Reuter , Albert Ziegler , Lars Grunske

An approach is introduced, which supports a testing technician in the identification of possibly untested behavior of control software of fully integrated automated production systems (aPS). Based on an approach for guided semi-automatic…

软件工程 · 计算机科学 2022-12-12 Sebastian Ulewicz , Birgit Vogel-Heuser

Today, most automated test generators, such as search-based software testing (SBST) techniques focus on achieving high code coverage. However, high code coverage is not sufficient to maximise the number of bugs found, especially when given…

软件工程 · 计算机科学 2021-09-28 Anjana Perera , Aldeida Aleti , Marcel Böhme , Burak Turhan

Testing plays a crucial role in the software development cycle, enabling the detection of bugs, vulnerabilities, and other undesirable behaviors. To perform software testing, testers need to write code snippets that execute the program…

软件工程 · 计算机科学 2025-02-04 Wenhan Wang , Chenyuan Yang , Zhijie Wang , Yuheng Huang , Zhaoyang Chu , Da Song , Lingming Zhang , An Ran Chen , Lei Ma

An "adequate" test suite should effectively find all inconsistencies between a system's requirements/specifications and its implementation. Practitioners frequently use code coverage to approximate adequacy, while academics argue that…

软件工程 · 计算机科学 2023-09-06 Kush Jain , Goutamkumar Tulajappa Kalburgi , Claire Le Goues , Alex Groce

Register Transfer Level (RTL) design validation is a crucial stage in the hardware design process. We present a new approach to enhancing RTL design validation using available software techniques and tools. Our approach converts the source…

软件工程 · 计算机科学 2016-02-22 Yu Zhang , Wenlong Feng , Mengxing Huang

Testing plays a pivotal role in ensuring software quality, yet conventional Search Based Software Testing (SBST) methods often struggle with complex software units, achieving suboptimal test coverage. Recent works using large language…