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检索条件"主题词=JavaScript"

共 3813 条记录，以下是361-370 订阅

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A Software Tool for Floating Point Interval Analysis with Improved Precision for javascript-based Medical Applications 40

A Software Tool for Floating Point Interval Analysis with Im...

引用

40th Annual IEEE Computer Software and Applications Conference Symposium (COMPSAC) / Symposium on Software Engineering Technology and Applications (SETA)

作者： Alghamdi, Khalid Almashfi, Nabil Ming, Hua Oakland Univ Dept Comp Sci & Engn Rochester MI 48307 USA

ISBN: (纸本)9781467388450

Medical applications intimately rely on floating point numbers to store, retrieve and process important physical as well as diagnostic data associated with medical clients. The occurrence of unexpected loss of precision over floating point numbers under medical contexts can cause great damage, or even cost lives. Due to its excellent interoperability with web-based content, javascript has been an important source language to craft mission-critical medical applications utilizing the web-based capabilities. For those applications, applying javascript static program analysis is an important counter measure against runtime errors including floating point number errors. In this paper, we propose an abstract interpretation based interval analysis for javascript programs using floating point bounds. We base our method and results on top JSAI, a javascript static analysis framework.

关键词： Floating point numbers IEEE 754 static program analysis abstract interpretation javascript medical computing

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Syntest-javascript: Automated Unit-Level Test Case Generation for javascript 17

Syntest-JavaScript: Automated Unit-Level Test Case Generatio...

引用

17th IEEE/ACM International Workshop on Search-Based and Fuzz Testing (SBFT)

作者： Olsthoorn, Mitchell Stallenberg, Dimitri Panichella, Annibale Delft Univ Technol Delft Netherlands

ISBN: (纸本)9798400705625

Over the last decades, various tools (e.g., AUSTIN and EvoSuite) have been developed to automate the process of unit-level test case generation. Most of these tools are designed for statically-typed languages, such as C and Java. However, as is shown in recent Stack Overflow developer surveys, the popularity of dynamically-typed languages, such as javascript and Python, has been increasing and is dominating the charts. Only recently, tools for automated test case generation of dynamically-typed languages have started to emerge ( e.g., Pynguin for Python). However, to the best of our knowledge, there is no tool that focuses on automated test case generation for server-side javascript. To this aim, we introduce SynTest-javascript, a user-friendly tool for automated unit-level test case generation for (server-side) javascript. To showcase the effectiveness of SynTest-javascript, we empirically evaluate it on five large open-source javascript projects and one artificial one.

关键词： software testing search-based software testing test case generation fuzzing javascript syntest

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Green Evolutionary Algorithms and javascript: A Study on Different Software and Hardware Architectures 1

引用

18th International Conference on Software Technologies (ICSOFT)

作者： Merelo-Guervos, Juan J. Garcia-Valdez, Mario Castillo, Pedro A. Univ Granada Dept Comp Engn Automat & Robot Granada Spain Univ Granada CITIC Granada Spain Natl Technol Inst Mexico Dept Grad Studies Tijuana Mexico

ISBN: (数字)9783031617539

ISBN: (纸本)9783031617522;9783031617539

Energy-aware computing is the design and operation of hardware and software systems to minimize their energy consumption. This requires consideration of many variables and parameters, making it necessary to focus on a single one or a few to obtain meaningful results;this is why, in this paper, we will investigate the energy consumption of three javascript interpreters (bun, ***, and deno) for evolutionary algorithms (EAs), a type of population-based stochastic optimization algorithm. We expect different energy budgets for running the same EA workload on these interpreters due to their different conceptual designs. We will also compare the energy consumption of the different operators and functions of the EA, to see if there are differences in the energy consumption of the different interpreters. Additionally, we will perform these measurements across different architectures, homogeneous (Intel) and heterogeneous (ARM), to profile their energy consumption. To obtain these results, we will test different tools to measure per-process energy consumption accurately. After choosing a tool, we will perform experiments on a workload similar to an EA to measure the energy consumption of EA-specific functions and operators for different problem sizes. Finally, we will draw a conclusion on which javascript interpreter and architecture are the most energy-efficient for EA workloads if energy is a limited concern.

关键词： Green computing Metaheuristics javascript Energy-aware computing Evolutionary algorithms

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Exploring the Security Awareness of the Python and javascript Open Source Communities 17

Exploring the Security Awareness of the Python and JavaScrip...

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IEEE/ACM 17th International Conference on Mining Software Repositories (MSR)

作者： Antal, Gabor Keleti, Marton Hegedus, Peter Univ Szeged Szeged Hungary MTA SZTE Res Grp Artificial Intelligence Szeged Hungary

ISBN: (纸本)9781450375177

Software security is undoubtedly a major concern in today's software engineering. Although the level of awareness of security issues is often high, practical experiences show that neither preventive actions nor reactions to possible issues are always addressed properly in reality. By analyzing large quantities of commits in the open-source communities, we can categorize the vulnerabilities mitigated by the developers and study their distribution, resolution time, etc. to learn and improve security management processes and practices. With the help of the Software Heritage Graph Dataset, we investigated the commits of two of the most popular script languages Python and javascript - projects collected from public repositories and identified those that mitigate a certain vulnerability in the code (i.e. vulnerability resolution commits). On the one hand, we identified the types of vulnerabilities (in terms of CWE groups) referred to in commit messages and compared their numbers within the two communities. On the other hand, we examined the average time elapsing between the publish date of a vulnerability and the first reference to it in a commit. We found that there is a large intersection in the vulnerability types mitigated by the two communities, but most prevalent vulnerabilities are specific to language. Moreover, neither the javascript nor the Python community reacts very fast to appearing security vulnerabilities in general with only a couple of exceptions for certain CWE groups.

关键词： software security vulnerability Python javascript CWE CVE

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Concurrency Control of javascript with Arrows 6

Concurrency Control of JavaScript with Arrows

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6th International Workshop on Reactive and Event-Based Languages and Systems (REBLS)

作者： Zhao, Tian Berger, Adam Li, Yonglun Univ Wisconsin Milwaukee Milwaukee WI 53201 USA

ISBN: (纸本)9781450369862

Concurrency control is difficult in javascript programs, where event race due to asynchronous computation is a major source of errors. While methods such as promises, cancellation tokens, and reactive programming offer their own advantages in addressing this problem, none offer a complete solution. In this work, we present an integrated solution for concurrency control of javascript using a library, arrowjs, which is based on the abstraction of arrows. Arrowjs uses continuation passing style to chain callbacks and it implicitly generates progress objects to manage concurrency. Arrowjs can implement a form of push-based reactive programming, where event streams are arrowloops communicating through shared memory. Arrowjs thus provides interoperability between thread-like callback chains and event streams with a uniform concurrency control mechanism.

关键词： javascript Concurrency Arrows Reactive

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Estimating the maintenance effort of javascript Applications 45

Estimating the maintenance effort of JavaScript Applications

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45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) / 22nd Euromicro Conference on Digital System Design (DSD)

作者： Zozas, Ioannis Bibi, Stamatia Ampatzoglou, Apostolos Sarigiannidis, Panagiotis Univ Western Macedonia Dept Informat & Telecommun Kozani Greece Univ Macedonia Dept Appl Informat Thessaloniki Greece

ISBN: (纸本)9781728134215

Successful software project survival and progress over time is highly dependent on effectively managing the maintenance process. Estimating accurately maintenance process factors like the maintenance effort and the level of changes required for a new release is considered a crucial task for allocating resources. In this work we examine the maintenance process factors of javascript applications, which at the moment are understudied despite the need of language specific maintenance models. Furthermore we propose two maintenance indices for estimating the changes and the effort required for maintaining javascript applications by considering a variety of maintenance drivers. We evaluated the proposed indices through a case study on 5,788 releases coming from 60 popular javascript applications. The results show that project activity factors (i.e., number of open bugs and number of corrective maintenance activities) are important maintenance drivers. The proposed indices are evaluated in terms of predictive and discriminative power and both achieve high accuracy.

关键词： software maintenance effort javascript maintenance index software development open source software

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Precise String Domain for Analyzing javascript Arrays and Objects 3

Precise String Domain for Analyzing JavaScript Arrays and Ob...

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3rd International Conference on Information and Computer Technologies (ICICT)

作者： Almashfi, Nabil Lu, Lunjin Oakland Univ Comp Sci & Engn Dept Rochester MI 48309 USA

ISBN: (数字)9781728172835

ISBN: (纸本)9781728172835

javascript is a scripting language that is used for creating web pages. It is widely used and a top contender in real-world usage. javascript has many dynamic features that makes it challenging to static analysis. Arrays and objects are one aspect that needs more attention. Array elements are inherently sparse where elements can be added at noncontiguous locations. Object properties can be dynamically accessed and they can also store values of different types. Existing javascript static analyzers use constant propagation domains that lose huge amount of precision when analyzing arrays and objects. In this paper, we propose a string abstract domain that is capable of capturing precise information about arrays and objects. The domain we propose provides useful information for the detection of some errors such as the attempt to access a nonexistent element or property. We also define the abstract semantics of some crucial operations over this domain.

关键词： javascript static analysis abstract interpretation string analysis finite state automata interval domain

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JeB: Safe Simulation of Event-B Models in javascript 20

JeB: Safe Simulation of Event-B Models in JavaScript

引用

20th Asia-Pacific Software Engineering Conference (APSEC)

作者： Yang, Faqing Jacquot, Jean-Pierre Souquieres, Jeanine Univ Lorraine LORIA UMR 7503 F-54506 Vandoeuvre Les Nancy France

ISBN: (纸本)9781479921430

The validation of formal models is a challenge for formal methods. We propose JeB, a framework which generates and executes simulations of Event-B models, even highly non-deterministic ones. JeB allows users to safely insert pieces of code to supply deterministic computations where the automatic translation fails. We present how JeB translates Event-B model into javascript. We define Fidelity as the formal notion which captures the idea of the correctness of a simulation. We define it through proof-obligations.

关键词： Formal methods Event-B Validation Simulation javascript Proof-Obligations

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JSLess: A Tale of a Fileless javascript Memory-Resident Malware 15th

JSLess: A Tale of a Fileless Javascript Memory-Resident Malw...

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15th International Conference on Information Security Practice and Experience (ISPEC)

作者： Saad, Sherif Mahmood, Farhan Briguglio, William Elmiligi, Haytham Univ Windsor Sch Comp Sci Windsor ON Canada Thompson Rivers Univ Kamloops BC Canada

ISBN: (纸本)9783030343392;9783030343385

New computing paradigms, modern feature-rich programming languages and off-the-shelf software libraries enabled the development of new sophisticated malware families. Evidence of this phenomena is the recent growth of fileless malware attacks. Fileless malware or memory resident malware is an example of an Advanced Volatile Threat (AVT). In a fileless malware attack, the malware writes itself directly onto the main memory (RAM) of the compromised device without leaving any trace on the compromised device's file system. For this reason, fileless malware presents a difficult challenge for traditional malware detection tools and in particular signature-based detection. Moreover, fileless malware forensics and reverse engineering are nearly impossible using traditional methods. The majority of fileless malware attacks in the wild take advantage of MS PowerShell, however, fileless malware are not limited to MS PowerShell. In this paper, we designed and implemented a fileless malware by taking advantage of new features in javascript and HTML5. The proposed fileless malware could infect any device that supports javascript and HTML5. It serves as a proof-of-concept (PoC) to demonstrate the threats of fileless malware in web applications. We used the proposed fileless malware to evaluate existing methods and techniques for malware detection in web applications. We tested the proposed fileless malware with several free and commercial malware detection tools that apply both static and dynamic analysis. The proposed fileless malware bypassed all the anti-malware detection tools included in our study. In our analysis, we discussed the limitations of existing approaches/tools and suggested possible detection and mitigation techniques.

关键词： Fileless malware Unconventional malware Web vulnerabilities javascript HTML5 Polymorphic malware

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Improving Detection Accuracy for Malicious javascript Using GAN 20th

Improving Detection Accuracy for Malicious JavaScript Using ...

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20th International Conference on Web Engineering (ICWE)

作者： Guo, Junxia Cao, Qiyun Zhao, Rilian Li, Zheng Beijing Univ Chem Technol Coll Informat Sci & Technol Beijing Peoples R China

ISBN: (纸本)9783030505783;9783030505776

Dynamic web pages are widely used in web applications to provide better user experience. Meanwhile, web applications have become a primary target in cybercriminals by injecting malware, especially javascript, to perform malicious activities through impersonation. Thus, in order to protect users from attacks, it is necessary to detect those malicious codes before they are executed. Since the types of malicious codes increase quickly, it is difficult for the traditional static and dynamic approaches to detect new style of malicious code. In recent years, machine learning has been used in malicious code identification approaches. However, a large number of labeled samples are required to achieve good performance, which is difficult to acquire. This paper proposes an efficient method for improving the classifiers' recognition rate in detecting malicious javascript based on Generative Adversarial Networks (GAN). The output from the GAN is used to train classifiers. Experimental results show that our method can achieve better accuracy with a limited set of labeled sample.

关键词： Malicious code detection javascript GAN Classifier

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