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nodeRT: Detecting Races in *** Applications Practically 2023

NodeRT: Detecting Races in *** Applications Practically

引用

32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)

作者： Zhou, Jingyao Xu, Lei Lu, Gongzheng Zhang, Weifeng Zhang, Xiangyu Nanjing Univ State Key Lab Novel Software Technol Nanjing Peoples R China Suzhou City Univ Suzhou Peoples R China Nanjing Univ Posts Telecommun Nanjing Peoples R China Purdue Univ W Lafayette IN 47907 USA

ISBN: (纸本)9798400702211

*** has become one of the most popular development platforms due to its superior concurrency support. However, races induced by the nondeterministic execution order of event handlers may occur in *** applications, causing serious runtime failures. The state-of-the-art *** race detector NRace builds a happens-before (HB) graph before detection with a set of HB relation rules. In detection, NRace utilizes a heavy-weight BFS-based algorithm to query the reachability between resource operations, which introduces substantial overhead in practice, causing NRace inapplicable to real-world *** application test processes. This paper proposes a more practical *** dynamic race detection approach called nodeRT (*** Race Tracker). To reduce unnecessary overhead, nodeRT simplifies the HB relation rules, and divides the detection into three stages: trace collection stage, race candidate detection stage, and false positive removal stage. In the trace collection stage, nodeRT constructs a partial HB graph called asynchronous call tree (ACTree), enabling efficient reachability queries between event handlers. In the race candidate detection stage, nodeRT performs detection on the ACTree, which effectively eliminates most non-racing event handlers and outputs race candidates. In the false positive removal stage, nodeRT utilizes matching rules derived from HB relation rules and features of resources to reduce false positives in the race candidates. In experiments, nodeRT detects all known races and 9 unknown harmful races in real-world applications, whereas NRace only detects 3 of the unknown harmful races, with 64x more time consumption on average. Compared with NRace, nodeRT significantly reduces the overhead, making it practical to be integrated into real-world test processes.

关键词： node.js race detection event-driven architecture

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A horizontally-scalable multiprocessing platform based on *** 14

A horizontally-scalable multiprocessing platform based on **...

引用

13th IEEE International Symposium on Parallel and Distributed Processing with Applications

作者： Maatouki, Ahmad Meyer, Joerg Szuba, Marek Streit, Achim Karlsruhe Inst Technol Steinbuch Ctr Comp Eggenstein Leopoldshafen Germany

ISBN: (纸本)9781467379526

This paper presents a scalable web-based platform called node Scala which allows to split and handle requests on a parallel distributed system according to pre-defined use cases. We applied this platform to a client application that visualizes climate data stored in a NoSQL database MongoDB. The design of node Scala leads to efficient usage of available computing resources in addition to allowing the system to scale simply by adding new workers. Performance evaluation of node Scala demonstrated a gain of up to 74 % compared to the state-of-the-art techniques.

关键词： Big Data Cloud node.js Scalability multiprocessing PARALLEL PROCESSING (COMPUTERS) big data Scalability Client Application Platform Clouds Climatic data

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Development and Performance Analysis of RESTful APIs in Core and *** using MongoDB Database 17

Development and Performance Analysis of RESTful APIs in Core...

引用

17th International Conference on Web Information Systems and Technologies (WEBIST)

作者： Shkodra, Endrit Jajaga, Edmond Shala, Mehmet UBT Higher Educ Inst Dept Comp Sci & Engn Prishtina Kosovo

ISBN: (纸本)9789897585364

The purpose of this paper is to present a comparative study of Core and *** for the development of Representational state transfer (RESTful) Application Programming Interface (API) using MongoDB non-relational database. The study includes Create, Read, Update and Delete (CRUD) functionality, authentication and authorization using the JavaScript Object Notation (jsON) Web Token token as well as the easiness and development time of the two competing technologies. Tests show that in general the performance between the two technologies does not differ much. Different tests indicate that the performance of one technology is better than the other and vice versa. However, Core outperforms *** in a test case with large loads.

关键词： Core node.js MongoDB Non-relational Database Performance

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Race Detection for Event-Driven *** Applications 36

Race Detection for Event-Driven *** Applications

引用

36th IEEE/ACM International Conference on Automated Software Engineering (ASE)

作者： Chang, Xiaoning Dou, Wensheng Wei, Jun Huang, Tao Xie, Jinhui Deng, Yuetang Yang, Jianbo Yang, Jiaheng Chinese Acad Sci Inst Software State Key Lab Comp Sci Beijing Peoples R China Univ Chinese Acad Sci Beijing Peoples R China Nanjing Inst Software Technol Nanjing Peoples R China Tencent Inc Guangzhou Peoples R China

ISBN: (纸本)9781665403375

*** has become a widely-used event-driven architecture for server-side and desktop applications. *** provides an effective asynchronous event-driven programming model, and supports asynchronous tasks and multi-priority event queues. Unexpected races among events and asynchronous tasks can cause severe consequences. Existing race detection approaches in *** applications mainly adopt random fuzzing technique, and can miss races due to large schedule space. In this paper, we propose a dynamic race detection approach NRace for *** applications. In NRace, we build precise happens-before relations among events and asynchronous tasks in *** applications, which also take multi-priority event queues into consideration. We further develop a predictive race detection technique based on these relations. We evaluate NRace on 10 real-world *** applications. The experimental result shows that NRace can precisely detect 6 races, and 5 of them have been confirmed by developers.

关键词： node.js event-driven architecture race detection

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BinWrap: Hybrid Protection against Native *** Add-ons 23

BinWrap: Hybrid Protection against Native *** Add-ons

引用

18th ACM ASIA Conference on Computer and Communications Security (ASIA CCS)

作者： Christou, George Ntousakis, Grigoris Lahtinen, Eric Ioannidis, Sotiris Kemerlis, Vasileios P. Vasilakis, Nikos FORTH ICS Iraklion Crete Greece Brown Univ Providence RI USA Aarno Labs Cambridge MA USA TU Crete Khania Crete Greece

ISBN: (纸本)9798400700989

Modern applications, written in high-level programming languages, enjoy the security benefits of memory and type safety. Unfortunately, even a single memory-unsafe library can wreak havoc on the rest of an otherwise safe application, nullifying all the security guarantees offered by the high-level language and its managed runtime. We perform a study across the *** ecosystem to understand the use patterns of binary add-ons. Taking the identified trends into account, we propose a new hybrid permission model aimed at protecting both a binary add-on and its language-specific wrapper. The permission model is applied all around a native add-on and is enforced through a hybrid language-binary scheme that interposes on accesses to sensitive resources from all parts of the native library. We infer the add-on's permission set automatically over both its binary and JavaScript sides, via a set of novel program analyses. Applied to a wide variety of native add-ons, we show that our framework, BinWrap, reduces access to sensitive resources, defends against real-world exploits, and imposes an overhead that ranges between 0.71%-10.4%.

关键词： node.js native add-ons Intel MPK/PKU seccomp-BPF

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HODOR: Shrinking Attack Surface on *** via System Call Limitation 23

HODOR: Shrinking Attack Surface on *** via System Call Limit...

引用

30th ACM SIGSAC Conference on Computer and Communications Security (ACM CCS)

作者： Wang, Wenya Lin, Xingwei Wang, Jingyi Gao, Wang Gu, Dawu Lv, Wei Wang, Jiashui Shanghai Jiao Tong Univ Shanghai Peoples R China Ant Grp Hangzhou Peoples R China Zhejiang Univ Hangzhou Peoples R China ZJU Hangzhou Global Sci & Technol Innovat Ctr Hangzhou Peoples R China

ISBN: (纸本)9798400700507

*** applications are becoming more and more widely adopted on the server side, partly due to the convenience of building these applications on top of the runtime provided by popular *** engines and the large number of third-party packages provided by the node Package Management (npm) registry. *** provides *** applications with system interaction capabilities using system calls. However, such convenience comes with a price, i.e., the attack surface of JavaScript arbitrary code execution (ACE) vulnerabilities is expanded to the system call level. There lies a noticeable gap between existing protection techniques in the JavaScript code level (either by code debloating or read-write-execute permission restriction) and a targeted defense for emerging critical system call level exploitation. To fill the gap, we design and implement HODOR1, a lightweight runtime protection system based on enforcing precise system call restrictions when running a *** application. HODOR achieved this by addressing several nontrivial technical challenges. First, HODOR requires to construct high-quality call graphs for both the *** application (in JavaScript) and its underlying *** framework (in JavaScript and C/C++). Specifically, HODOR incorporates several important optimizations in both the JavaScript and C/C++ levels to improve the state-of-the-art tools for building more precise call graphs. Then, HODOR creates the main-thread whitelist and the thread-pool whitelist respectively containing the identified necessary system calls based on the call graphs mappings. Finally, with the whitelists, HODOR implements lightweight system call restriction using the Linux kernel feature Secure Computing Mode (seccomp) to shrink the attack surface. We utilize HODOR to protect 168 real-world *** applications compromised by arbitrary code/command execution attacks. HODOR could reduce the attack surface to 19.42% on average with negligible runtime overhead (i.e., <3%).

关键词： node.js Program Analysis Attack Surface Reduction

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Test Suites Guided Vulnerability Validation for *** Applications 24

Test Suites Guided Vulnerability Validation for *** Applicat...

引用

31st Conference on Computer and Communications Security

作者： Luo, Changhua Li, Penghui Meng, Wei Zhang, Chao Wuhan Univ Wuhan Peoples R China Chinese Univ Hong Kong Hong Kong Peoples R China Zhongguancun Lab Beijing Peoples R China Tsinghua Univ Beijing Peoples R China

ISBN: (纸本)9798400706363

Dynamic methods have shown great promise in validating vulnerabilities and generating Proof-of-Concept (PoC) exploits of *** applications. They typically rely on dictionaries or specifications to determine the values of request parameters and their relationships. However, they still struggle to generate complex inputs from the provided dictionaries or specifications. This work introduces a novel approach that utilizes existing test suites to automatically generate end-to-end application inputs for vulnerability validation. Our key observation is that *** applications often provide comprehensive test suites-in our study, the unit testing code can cover an average of 85% of application code-which can hardly be achieved by existing dynamic methods. We thus design a new system, jsGo, that leverages test suites to construct end-to-end test inputs. Since test suites directly invoke application code instead of issuing requests from client-accessible entry points, we cannot simply transform test suites into application inputs. We instead propose a novel trace-guided mutation mechanism based on concolic execution. Our evaluation demonstrates that jsGo could reproduce 20 out of 26 known vulnerabilities, which significantly outperformed the state-of-the-art methods Restler, Miner, Witcher, and Burp by 10, 12, 11, 10 more cases, respectively. We also applied jsGo to validate static analysis results in popular *** applications such as hexo. It successfully validated seven vulnerabilities, two of which have been patched because of our reports.

关键词： Vulnerability Validation Test Suites node.js

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An Implementation of Exercise and Performance Learning Assistant System Platform Using ***

An Implementation of Exercise and Performance Learning Assis...

引用

IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)

作者： Anggraini, Irin Tri Puspitaningayu, Pradini Funabiki, Nobuo Shen, Shih-Wei Huang, Wan-Chia Fan, Chih-Peng Okayama Univ Dept Informat & Commun Syst Okayama Japan Natl Chung Hsing Univ Dept Elect Engn Taichung Taiwan

ISBN: (数字)9781665470506

ISBN: (纸本)9781665470506

To assist practicing exercises or learning performances by themselves at home under pandemic of COVID-19, we have studied the Exercise and Performance Learning Assistant System (EPLAS) and implemented the user interface using a web browser for practicing Yoga poses. EPLAS offers a video content of model actions by an instructor to be followed by the user, and automatically takes the photos of the critical poses. Then, it rates each critical pose by differences of body key points extracted by OpenPose between the user photo and the instructor one. In this paper, we implement the EPLAS platform using *** as the web application server to run the rating function automatically on the server when it is requested on the browser. For evaluations, we asked 10 students in Okayama University to practice 10 Yoga poses using the interface, and confirmed its correctness.

关键词： EPLAS COVID-19 Yoga Quality of Life OpenPose Python node.js

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Virtual Laboratory based on *** technology 21

Virtual Laboratory based on *** technology

引用

21st International Conference on Process Control (PC)

作者： Stark, Erich Bistak, Pavol Kozak, Stefan Kucera, Erik Slovak Univ Technol Bratislava Inst Automot Mechatron Bratislava Slovakia

ISBN: (纸本)9781538640111

The paper demonstrates remote control of test experiment in the virtual laboratory. This is a common problem, but another way can always be used to solve it. The paper compares several existing virtual laboratories and their possible issues at present. To develop such a new solution JavaScript technology was used on both client and server side using *** runtime.

关键词： virtual laboratory javascript node.js rest services angular framework mongodb matlab

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Towards the Efficient Use of Dynamic Call Graph Generators of *** Applications 1

引用

14th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE)

作者： Herczeg, Zoltan Loki, Gabor Kiss, Akos Univ Szeged Dept Software Engn Dugonics Ter 13 H-6720 Szeged Hungary

ISBN: (数字)9783030402235

ISBN: (纸本)9783030402235;9783030402228

JavaScript is the most popular programming language these days and it is used in many environments such as ***. The *** ecosystem allows sharing JavaScript code easily, and the shared code can be reused as building blocks to create new applications. However, this ever growing environment has its own challenges as well. One of them is security: even simple applications can have many dependencies, and these dependencies might contain malware software. Another challenge is fault localization: finding the reason of a fault could be difficult in a software with many dependencies. Dynamic program analysis can help solving these problems. In particular, dynamic call graphs were used successfully in both cases before. Since no call graph generators were available for *** before, we created them. In this paper, we compare the call graphs constructed by our generator tools. We show that a large amount of engine-specific information is present in the call graphs and filtering can efficiently remove it. We also discuss how the asynchronous nature of JavaScript affects call graphs. Finally, we show the performance overhead of call graph generation and its side effects on module testing.

关键词： JavaScript node.js Call graph Security

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