Hacking Webkit & Its Javascript Engines
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Differential Fuzzing the Webassembly
Master’s Programme in Security and Cloud Computing Differential Fuzzing the WebAssembly Master’s Thesis Gilang Mentari Hamidy MASTER’S THESIS Aalto University - EURECOM MASTER’STHESIS 2020 Differential Fuzzing the WebAssembly Fuzzing Différentiel le WebAssembly Gilang Mentari Hamidy This thesis is a public document and does not contain any confidential information. Cette thèse est un document public et ne contient aucun information confidentielle. Thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Technology. Antibes, 27 July 2020 Supervisor: Prof. Davide Balzarotti, EURECOM Co-Supervisor: Prof. Jan-Erik Ekberg, Aalto University Copyright © 2020 Gilang Mentari Hamidy Aalto University - School of Science EURECOM Master’s Programme in Security and Cloud Computing Abstract Author Gilang Mentari Hamidy Title Differential Fuzzing the WebAssembly School School of Science Degree programme Master of Science Major Security and Cloud Computing (SECCLO) Code SCI3084 Supervisor Prof. Davide Balzarotti, EURECOM Prof. Jan-Erik Ekberg, Aalto University Level Master’s thesis Date 27 July 2020 Pages 133 Language English Abstract WebAssembly, colloquially known as Wasm, is a specification for an intermediate representation that is suitable for the web environment, particularly in the client-side. It provides a machine abstraction and hardware-agnostic instruction sets, where a high-level programming language can target the compilation to the Wasm instead of specific hardware architecture. The JavaScript engine implements the Wasm specification and recompiles the Wasm instruction to the target machine instruction where the program is executed. Technically, Wasm is similar to a popular virtual machine bytecode, such as Java Virtual Machine (JVM) or Microsoft Intermediate Language (MSIL). -
Interaction Between Web Browsers and Script Engines
IT 12 058 Examensarbete 45 hp November 2012 Interaction between web browsers and script engines Xiaoyu Zhuang Institutionen för informationsteknologi Department of Information Technology Abstract Interaction between web browser and the script engine Xiaoyu Zhuang Teknisk- naturvetenskaplig fakultet UTH-enheten Web browser plays an important part of internet experience and JavaScript is the most popular programming language as a client side script to build an active and Besöksadress: advance end user experience. The script engine which executes JavaScript needs to Ångströmlaboratoriet Lägerhyddsvägen 1 interact with web browser to get access to its DOM elements and other host objects. Hus 4, Plan 0 Browser from host side needs to initialize the script engine and dispatch script source code to the engine side. Postadress: This thesis studies the interaction between the script engine and its host browser. Box 536 751 21 Uppsala The shell where the engine address to make calls towards outside is called hosting layer. This report mainly discussed what operations could appear in this layer and Telefon: designed testing cases to validate if the browser is robust and reliable regarding 018 – 471 30 03 hosting operations. Telefax: 018 – 471 30 00 Hemsida: http://www.teknat.uu.se/student Handledare: Elena Boris Ämnesgranskare: Justin Pearson Examinator: Lisa Kaati IT 12 058 Tryckt av: Reprocentralen ITC Contents 1. Introduction................................................................................................................................ -
Extending Basic Block Versioning with Typed Object Shapes
Extending Basic Block Versioning with Typed Object Shapes Maxime Chevalier-Boisvert Marc Feeley DIRO, Universite´ de Montreal,´ Quebec, Canada DIRO, Universite´ de Montreal,´ Quebec, Canada [email protected] [email protected] Categories and Subject Descriptors D.3.4 [Programming Lan- Basic Block Versioning (BBV) [7] is a Just-In-Time (JIT) com- guages]: Processors—compilers, optimization, code generation, pilation strategy which allows rapid and effective generation of run-time environments type-specialized machine code without a separate type analy- sis pass or complex speculative optimization and deoptimization Keywords Just-In-Time Compilation, Dynamic Language, Opti- strategies (Section 2.4). However, BBV, as previously introduced, mization, Object Oriented, JavaScript is inefficient in its handling of object property types. The first contribution of this paper is the extension of BBV with Abstract typed object shapes (Section 3.1), object descriptors which encode type information about object properties. Type meta-information Typical JavaScript (JS) programs feature a large number of object associated with object properties then becomes available at prop- property accesses. Hence, fast property reads and writes are cru- erty reads. This allows eliminating run-time type tests dependent on cial for good performance. Unfortunately, many (often redundant) object property accesses. The target of method calls is also known dynamic checks are implied in each property access and the seman- in most cases. tic complexity of JS makes it difficult to optimize away these tests The second contribution of this paper is a further extension through program analysis. of BBV with shape propagation (Section 3.3), the propagation We introduce two techniques to effectively eliminate a large and specialization of code based on object shapes. -
Machine Learning in the Browser
Machine Learning in the Browser The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:38811507 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA Machine Learning in the Browser a thesis presented by Tomas Reimers to The Department of Computer Science in partial fulfillment of the requirements for the degree of Bachelor of Arts in the subject of Computer Science Harvard University Cambridge, Massachusetts March 2017 Contents 1 Introduction 3 1.1 Background . .3 1.2 Motivation . .4 1.2.1 Privacy . .4 1.2.2 Unavailable Server . .4 1.2.3 Simple, Self-Contained Demos . .5 1.3 Challenges . .5 1.3.1 Performance . .5 1.3.2 Poor Generality . .7 1.3.3 Manual Implementation in JavaScript . .7 2 The TensorFlow Architecture 7 2.1 TensorFlow's API . .7 2.2 TensorFlow's Implementation . .9 2.3 Portability . .9 3 Compiling TensorFlow into JavaScript 10 3.1 Motivation to Compile . 10 3.2 Background on Emscripten . 10 3.2.1 Build Process . 12 3.2.2 Dependencies . 12 3.2.3 Bitness Assumptions . 13 3.2.4 Concurrency Model . 13 3.3 Experiences . 14 4 Results 15 4.1 Benchmarks . 15 4.2 Library Size . 16 4.3 WebAssembly . 17 5 Developer Experience 17 5.1 Universal Graph Runner . -
Javascript API Deprecation in the Wild: a First Assessment
JavaScript API Deprecation in the Wild: A First Assessment Romulo Nascimento, Aline Brito, Andre Hora, Eduardo Figueiredo Department of Computer Science Federal University of Minas Gerais, Brazil romulonascimento, alinebrito, andrehora,figueiredo @dcc.ufmg.br { } Abstract—Building an application using third-party libraries of our knowledge, there are no detailed studies regarding API is a common practice in software development. As any other deprecation in the JavaScript ecosystem. software system, code libraries and their APIs evolve over JavaScript has become extremely popular over the last years. time. In order to help version migration and ensure backward According to the Stack Overflow 2019 Developer Survey1, compatibility, a recommended practice during development is to deprecate API. Although studies have been conducted to JavaScript is the most popular programming language in this investigate deprecation in some programming languages, such as platform for the seventh consecutive year. GitHub also reports Java and C#, there are no detailed studies on API deprecation that JavaScript is the most popular language in terms of unique in the JavaScript ecosystem. This paper provides an initial contributors to both public and private repositories2. The npm assessment of API deprecation in JavaScript by analyzing 50 platform, the largest JavaScript package manager, states on popular software projects. Initial results suggest that the use of 3 deprecation mechanisms in JavaScript packages is low. However, their latest survey that 99% of JavaScript developers rely on wefindfive different ways that developers use to deprecate API npm to ease the management of their project dependencies. in the studied projects. Among these solutions, deprecation utility This survey also points out the massive growth in npm usage (i.e., any sort of function specially written to aid deprecation) and that started about 5 years ago. -
Browsers and Their Use in Smart Devices
TALLINN UNIVERSITY OF TECHNOLOGY School of Information Technologies Alina Kogai 179247IACB Browsers and their use in smart devices Bachelor’s thesis Supervisor: Vladimir Viies Associate Professor Tallinn 2020 TALLINNA TEHNIKAÜLIKOOL Infotehnoloogia teaduskond Alina Kogai 179247IACB Brauserid ja nende kasutamine nutiseadmetes Bakalaureusetöö Juhendaja: Vladimir Viies Dotsent Tallinn 2020 Author’s declaration of originality I hereby certify that I am the sole author of this thesis. All the used materials, references to the literature and the work of others have been referred to. This thesis has not been presented for examination anywhere else. Author: Alina Kogai 30.11.2020 3 BAKALAUREUSETÖÖ ÜLESANDEPÜSTITUS Kuupäev: 23.09.2020 Üliõpilase ees- ja perekonnanimi: Alina Kogai Üliõpilaskood: 179247IACB Lõputöö teema: Brauserid ja nende kasutamine nutiseadmetes Juhendaja: Vladimir Viies Kaasjuhendaja: Lahendatavad küsimused ning lähtetingimused: Populaarsemate brauserite analüüs. Analüüs arvestada: mälu kasutus, kiirus turvalisus ja privaatsus, brauserite lisad. Valja toodate brauseri valiku kriteeriumid ja soovitused. Lõpetaja allkiri (digitaalselt allkirjastatud) 4 Abstract The aim of this bachelor's thesis is to give recommendations on which web browser is best suited for different user groups on different platforms. The thesis presents a methodology for evaluating browsers which are available on all platforms based on certain criteria. Tests on PC, mobile and tablet were performed for methodology demonstration. To evaluate the importance of the criteria a survey was conducted. The results are used to make recommendations to Internet user groups on the selection of the most suitable browser for different platforms. This thesis is written in English and is 43 pages long, including 5 chapters, 20 figures and 18 tables. 5 Annotatsioon Brauserid ja nende kasutamine nutiseadmetes Selle bakalaureuse töö eesmärk on anda nõuandeid selle kohta, milline veebibrauser erinevatel platvormitel sobib erinevate kasutajagruppide jaoks kõige parem. -
A Testing Strategy for Html5 Parsers
A TESTING STRATEGY FOR HTML5 PARSERS A DISSERTATION SUBMITTED TO THE UNIVERSITY OF MANCHESTER FOR THE DEGREE OF MASTER OF SCIENCE IN THE FACULTY OF ENGINEERING AND PHYSICAL SCIENCES 2015 By Jose´ Armando Zamudio Barrera School of Computer Science Contents Abstract 9 Declaration 10 Copyright 11 Acknowledgements 12 Dedication 13 Glossary 14 1 Introduction 15 1.1 Aim . 16 1.2 Objectives . 16 1.3 Scope . 17 1.4 Team organization . 17 1.5 Dissertation outline . 17 1.6 Terminology . 18 2 Background and theory 19 2.1 Introduction to HTML5 . 19 2.1.1 HTML Historical background . 19 2.1.2 HTML versus the draconian error handling . 20 2.2 HTML5 Parsing Algorithm . 21 2.3 Testing methods . 23 2.3.1 Functional testing . 23 2.3.2 Oracle testing . 25 2.4 Summary . 26 2 3 HTML5 parser implementation 27 3.1 Design . 27 3.1.1 Overview . 27 3.1.2 State design pattern . 29 3.1.3 Tokenizer . 31 3.1.4 Tree constructor . 32 3.1.5 Error handling . 34 3.2 Building . 34 3.3 Testing . 35 3.3.1 Tokenizer . 35 3.3.2 Tree builder . 36 3.4 Summary . 37 4 Test Framework 38 4.1 Design . 38 4.1.1 Architecture . 38 4.1.2 Adapters . 39 4.1.3 Comparator and plurality agreement . 41 4.2 Building . 42 4.2.1 Parser adapters implementations . 43 4.2.2 Preparing the input . 43 4.2.3 Comparator . 44 4.3 Other framework features . 45 4.3.1 Web Interface . 45 4.3.2 Tracer . -
Netscape 6.2.3 Software for Solaris Operating Environment
What’s New in Netscape 6.2 Netscape 6.2 builds on the successful release of Netscape 6.1 and allows you to do more online with power, efficiency and safety. New is this release are: Support for the latest operating systems ¨ BETTER INTEGRATION WITH WINDOWS XP q Netscape 6.2 is now only one click away within the Windows XP Start menu if you choose Netscape as your default browser and mail applications. Also, you can view the number of incoming email messages you have from your Windows XP login screen. ¨ FULL SUPPORT FOR MACINTOSH OS X Other enhancements Netscape 6.2 offers a more seamless experience between Netscape Mail and other applications on the Windows platform. For example, you can now easily send documents from within Microsoft Word, Excel or Power Point without leaving that application. Simply choose File, “Send To” to invoke the Netscape Mail client to send the document. What follows is a more comprehensive list of the enhancements delivered in Netscape 6.1 CONFIDENTIAL UNTIL AUGUST 8, 2001 Netscape 6.1 Highlights PR Contact: Catherine Corre – (650) 937-4046 CONFIDENTIAL UNTIL AUGUST 8, 2001 Netscape Communications Corporation ("Netscape") and its licensors retain all ownership rights to this document (the "Document"). Use of the Document is governed by applicable copyright law. Netscape may revise this Document from time to time without notice. THIS DOCUMENT IS PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND. IN NO EVENT SHALL NETSCAPE BE LIABLE FOR INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY KIND ARISING FROM ANY ERROR IN THIS DOCUMENT, INCLUDING WITHOUT LIMITATION ANY LOSS OR INTERRUPTION OF BUSINESS, PROFITS, USE OR DATA. -
Automated Testing Clinic Follow-Up: Capybara-Webkit Vs. Poltergeist/Phantomjs | Engineering in Focus
Automated Testing Clinic follow-up: capybara-webkit vs. polter... https://behindthefandoor.wordpress.com/2014/03/02/automated-... Engineering in Focus the Fandor engineering blog Automated Testing Clinic follow-up: capybara-webkit vs. poltergeist/PhantomJS with 2 comments In my presentation at the February Automated Testing SF meetup I (Dave Schweisguth) noted some problems with Fandor’s testing setup and that we were working to fix them. Here’s an update on our progress. The root cause of several of our problems was that some of the almost 100 @javascript scenarios in our Cucumber test suite weren’t running reliably. They failed occasionally regardless of environment, they failed more on slower CPUs (e.g. MacBook Pros only a couple of years old), when they failed they sometimes hung forever, and when we killed them they left behind webkit-server processes (we were using the capybara-webkit driver) which, if not cleaned up, would poison subsequent runs. Although we’ve gotten pretty good at fixing flaky Cucumber scenarios, we’d been stumped on this little handful. We gave up, tagged them @non_ci and excluded them from our build. But they were important scenarios, so we had to run them manually before deploying. (We weren’t going to just not run them: some of those scenarios tested our subscription process, and we would be fools to deploy a build that for all we knew wouldn’t allow new users to subscribe to Fandor!) That made our release process slower and more error-prone. It occurred to me that I could patch the patch and change our deployment process to require that the @non_ci scenarios had been run (by adding a git tag when those scenarios were run and checking for it when deploying), but before I could put that in to play a new problem appeared. -
Casperjs Documentation Release 1.1.0-DEV Nicolas Perriault
CasperJs Documentation Release 1.1.0-DEV Nicolas Perriault February 04, 2016 Contents 1 Installation 3 1.1 Prerequisites...............................................3 1.2 Installing from Homebrew (OSX)....................................3 1.3 Installing from npm...........................................4 1.4 Installing from git............................................4 1.5 Installing from an archive........................................4 1.6 CasperJS on Windows..........................................5 1.7 Known Bugs & Limitations.......................................5 2 Quickstart 7 2.1 A minimal scraping script........................................7 2.2 Now let’s scrape Google!........................................8 2.3 CoffeeScript version...........................................9 2.4 A minimal testing script......................................... 10 3 Using the command line 11 3.1 casperjs native options.......................................... 12 3.2 Raw parameter values.......................................... 13 4 Selectors 15 4.1 CSS3................................................... 15 4.2 XPath................................................... 16 5 Testing 17 5.1 Unit testing................................................ 17 5.2 Browser tests............................................... 18 5.3 Setting Casper options in the test environment............................. 19 5.4 Advanced techniques........................................... 20 5.5 Test command args and options.................................... -
Onclick Event-Handler
App Dev Stefano Balietti Center for European Social Science Research at Mannheim University (MZES) Alfred-Weber Institute of Economics at Heidelberg University @balietti | stefanobalietti.com | @nodegameorg | nodegame.org Building Digital Skills: 5-14 May 2021, University of Luzern Goals of the Seminar: 1. Writing and understanding asynchronous code: event- listeners, remote functions invocation. 2. Basic front-end development: HTML, JavaScript, CSS, debugging front-end code. 3. Introduction to front-end frameworks: jQuery and Bootstrap 4. Introduction to back-end development: NodeJS Express server, RESTful API, Heroku cloud. Outputs of the Seminar: 1. Web app: in NodeJS/Express. 2. Chrome extensions: architecture and examples. 3. Behavioral experiment/survey: nodeGame framework. 4. Mobile development: hybrid apps with Apache Cordova, intro to Ionic Framework, progressive apps (PWA). Your Instructor: Stefano Balietti http://stefanobalietti.com Currently • Fellow in Sociology Mannheim Center for European Social Research (MZES) • Postdoc at the Alfred Weber Institute of Economics at Heidelberg University Previously o Microsoft Research - Computational Social Science New York City o Postdoc Network Science Institute, Northeastern University o Fellow IQSS, Harvard University o PhD, Postdoc, Computational Social Science, ETH Zurich My Methodology Interface of computer science, sociology, and economics Agent- Social Network Based Analysis Models Machine Learning for Optimal Experimental Experimental Methods Design Building Platforms Patterns -
Webassembly a New World of Native Exploits on the Web Agenda
WebAssembly A New World Of Native Exploits On The Web Agenda • Introduction • The WebAssembly Platform • Emscripten • Possible Exploit Scenarios • Conclusion Wasm: What is it good for? ● Archive.org web emulators ● Image/processing ● Video Games ● 3D Modeling ● Cryptography Libraries ● Desktop Application Ports Wasm: Crazy Incoming ● Browsix, jslinux ● Runtime.js (Node), Nebulet ● Cervus ● eWASM Java Applet Joke Slide ● Sandboxed ● Virtual Machine, runs its own instruction set ● Runs in your browser ● Write once, run anywhere ● In the future, will be embedded in other targets What Is WebAssembly? ● A relatively small set of low-level instructions ○ Instructions are executed by browsers ● Native code can be compiled into WebAssembly ○ Allows web developers to take their native C/C++ code to the browser ■ Or Rust, or Go, or anything else that can compile to Wasm ○ Improved Performance Over JavaScript ● Already widely supported in the latest versions of all major browsers ○ Not limited to running in browsers, Wasm could be anywhere Wasm: A Stack Machine Text Format Example Linear Memory Model Subtitle Function Pointers Wasm in the Browser ● Wasm doesn’t have access to memory, DOM, etc. ● Wasm functions can be exported to be callable from JS ● JS functions can be imported into Wasm ● Wasm’s linear memory is a JS resizable ArrayBuffer ● Memory can be shared across instances of Wasm ● Tables are accessible via JS, or can be shared to other instances of Wasm Demo: Wasm in a nutshell Emscripten ● Emscripten is an SDK that compiles C/C++ into .wasm binaries ● LLVM/Clang derivative ● Includes built-in C libraries, etc. ● Also produces JS and HTML code to allow easy integration into a site.