Moving Deep Learning Into Web Browser: How Far Can We Go?
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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). -
Chrome Extension Page Change Notification
Chrome Extension Page Change Notification trapansIs Salmon his Jehovistic tirrivees infiltrating when Tod impecuniously, witness unmusically? but shelliest Peirce Chauncey remains subcorticalnever clinks after so vortically. Batholomew mobilising slangily or outmans any troilism. Lazlo Tab title now shows a countdown timer and status. Receive a notification whenever the browser is being used and you however not tracking time. If disabled click this affiliate link happy buy a product or service, we may is paid first fee rule that merchant. Winternals Defragmentation, Recovery, and Administration Field Guide foster the technical editor for Rootkits for Dummies. It will even explode if your keyboard and mouse go untouched for two minutes or more. Or just mail it into yourself to read whenever. Save money remove the hassle. Reload your Chrome extension. Safari using our extension! Here became the latest Insider stories. Configure the refrigerator of enterprise login URLs where password protection service can capture fingerprint of password. Failed to load latest commit information. TODO: we should top the class names and whatnot in post here. Here is day you did remove notifications in Google Chrome completely and effectively. User or password incorrect! Specificity needed here that override widget CSS defaults. The best renderings in is world! Ability to update settings of respective job. In life case, our extension will also have a configuration page, so moving will have use nuclear option. Showing the prompt to load on sat site or visit you just annoying, though. Why my multiple nations decide to launch Mars projects at exactly she same time? Vox Media has affiliate partnerships. -
RBS-2019-014 Honey Browser Extension Content Script Improper
RBS-2019-014 Honey Browser Extension Content Script Improper DOM Handling Browser Action UI Spoofing Table of Contents Table of Contents 2 Vendor / Product Information 3 Vulnerable Program Details 3 Credits 3 Impact 3 Vulnerability Details 3 Solution 4 References 4 Timeline 4 About Risk Based Security 5 Company History 5 Solutions 5 2019-07-31 2 of 5 Vendor / Product Information The Honey Browser Extension for Chrome, Firefox, Safari, and Edge allows users to instantly find and apply coupon codes at checkout for over 30,000 online shopping sites and, according to the vendor, 10,000,000 members utilize the extension. Vulnerable Program Details Details for tested products and versions: Vendor: Honey Science Corporation Product: Honey Browser Extensions for Chrome, Firefox, Safari, and Edge Versions: Honey Addon for Firefox version 10.8.1 and 11.1.0 Honey Extension for Chrome 10.8.1, 11.0.2, 11.1.0, 11.1.1, 11.1.2, 11.2.1, and 11.2.2 Honey Extension for Edge 11.1.1.0 Honey Extension for Safari 10.9.0 NOTE: Other versions than the one listed above are likely affected. Credits Sven Krewitt, Risk Based Security Twitter: @RiskBased Impact The browser extension’s content script is used to inject and display UI elements in the Document Object Model (DOM) of the current web page. When a user activates the browser action while visiting a specially crafted web site, a context-dependent attacker can spoof UI elements of the browser extension and conduct phishing attacks. Vulnerability Details The Honey browser extensions are activated when a user clicks on the Honey extension logo in the browser toolbar. -
Seamless Offloading of Web App Computations from Mobile Device to Edge Clouds Via HTML5 Web Worker Migration
Seamless Offloading of Web App Computations From Mobile Device to Edge Clouds via HTML5 Web Worker Migration Hyuk Jin Jeong Seoul National University SoCC 2019 Virtual Machine & Optimization Laboratory Department of Electrical and Computer Engineering Seoul National University Computation Offloading Mobile clients have limited hardware resources Require computation offloading to servers E.g., cloud gaming or cloud ML services for mobile Traditional cloud servers are located far from clients Suffer from high latency 60~70 ms (RTT from our lab to the closest Google Cloud DC) Latency<50 ms is preferred for time-critical games Cloud data center End device [Kjetil Raaen, NIK 2014] 2 Virtual Machine & Optimization Laboratory Edge Cloud Edge servers are located at the edge of the network Provide ultra low (~a few ms) latency Central Clouds Mobile WiFi APs Small cells Edge Device Cloud Clouds What if a user moves? 3 Virtual Machine & Optimization Laboratory A Major Issue: User Mobility How to seamlessly provide a service when a user moves to a different server? Resume the service at the new server What if execution state (e.g., game data) remains on the previous server? This is a challenging problem Edge computing community has struggled to solve it • VM Handoff [Ha et al. SEC’ 17], Container Migration [Lele Ma et al. SEC’ 17], Serverless Edge Computing [Claudio Cicconetti et al. PerCom’ 19] We propose a new approach for web apps based on app migration techniques 4 Virtual Machine & Optimization Laboratory Outline Motivation Proposed system WebAssembly -
Rich Internet Applications for the Enterprise
Final Thesis Rich Internet Applications for the Enterprise A comparative study of WebWork and Java Web Start by Emil Jönsson LITH-IDA-EX–07/063–SE 2007-12-07 Linköping University Department of Computer and Information Science Final Thesis Rich Internet Applications for the Enterprise A comparative study of WebWork and Java Web Start by Emil Jönsson LITH-IDA-EX–07/063–SE Supervisors: Valérie Viale Amadeus Philippe Larosa Amadeus Examiner: Kristian Sandahl Department of Computer and Information Science Linköping University Abstract Web applications initially became popular much thanks to low deployment costs and programming simplicity. However, as business requirements grow more complex, limitations in the web programming model might become evident. With the advent of techniques such as AJAX, the bar has been raised for what users have come to expect from web applications. To successfully implement a large-scale web application, software developers need to have knowledge of a big set of complementary technologies. This thesis highlights some of the current problems with the web programming model and discusses how using desktop technologies can improve the user experience. The foundation of the thesis is an implementation of a prototype of a central hotel property management system using web technologies. These technologies have then been compared to an alternative set of technologies, which were used for implementing a second prototype; a stand-alone desktop client distributed using Java Web Start. Keywords: web development, Rich Internet Applications, WebWork, Java Web Start, Property Management System, hospitality software Acknowledgements First I would like to thank Amadeus for giving me the opportunity to do an internship at their development site in Sophia Antipolis. -
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. -
Superoptimization of Webassembly Bytecode
Superoptimization of WebAssembly Bytecode Javier Cabrera Arteaga Shrinish Donde Jian Gu Orestis Floros [email protected] [email protected] [email protected] [email protected] Lucas Satabin Benoit Baudry Martin Monperrus [email protected] [email protected] [email protected] ABSTRACT 2 BACKGROUND Motivated by the fast adoption of WebAssembly, we propose the 2.1 WebAssembly first functional pipeline to support the superoptimization of Web- WebAssembly is a binary instruction format for a stack-based vir- Assembly bytecode. Our pipeline works over LLVM and Souper. tual machine [17]. As described in the WebAssembly Core Specifica- We evaluate our superoptimization pipeline with 12 programs from tion [7], WebAssembly is a portable, low-level code format designed the Rosetta code project. Our pipeline improves the code section for efficient execution and compact representation. WebAssembly size of 8 out of 12 programs. We discuss the challenges faced in has been first announced publicly in 2015. Since 2017, it has been superoptimization of WebAssembly with two case studies. implemented by four major web browsers (Chrome, Edge, Firefox, and Safari). A paper by Haas et al. [11] formalizes the language and 1 INTRODUCTION its type system, and explains the design rationale. The main goal of WebAssembly is to enable high performance After HTML, CSS, and JavaScript, WebAssembly (WASM) has be- applications on the web. WebAssembly can run as a standalone VM come the fourth standard language for web development [7]. This or in other environments such as Arduino [10]. It is independent new language has been designed to be fast, platform-independent, of any specific hardware or languages and can be compiled for and experiments have shown that WebAssembly can have an over- modern architectures or devices, from a wide variety of high-level head as low as 10% compared to native code [11]. -
Security Analysis of Firefox Webextensions
6.857: Computer and Network Security Due: May 16, 2018 Security Analysis of Firefox WebExtensions Srilaya Bhavaraju, Tara Smith, Benny Zhang srilayab, tsmith12, felicity Abstract With the deprecation of Legacy addons, Mozilla recently introduced the WebExtensions API for the development of Firefox browser extensions. WebExtensions was designed for cross-browser compatibility and in response to several issues in the legacy addon model. We performed a security analysis of the new WebExtensions model. The goal of this paper is to analyze how well WebExtensions responds to threats in the previous legacy model as well as identify any potential vulnerabilities in the new model. 1 Introduction Firefox release 57, otherwise known as Firefox Quantum, brings a large overhaul to the open-source web browser. Major changes with this release include the deprecation of its initial XUL/XPCOM/XBL extensions API to shift to its own WebExtensions API. This WebExtensions API is currently in use by both Google Chrome and Opera, but Firefox distinguishes itself with further restrictions and additional functionalities. Mozilla’s goals with the new extension API is to support cross-browser extension development, as well as offer greater security than the XPCOM API. Our goal in this paper is to analyze how well the WebExtensions model responds to the vulnerabilities present in legacy addons and discuss any potential vulnerabilities in the new model. We present the old security model of Firefox extensions and examine the new model by looking at the structure, permissions model, and extension review process. We then identify various threats and attacks that may occur or have occurred before moving onto recommendations. -
Webgl™ Optimizations for Mobile
WebGL™ Optimizations for Mobile Lorenzo Dal Col Senior Software Engineer, ARM 1 Agenda 1. Introduction to WebGL™ on mobile . Rendering Pipeline . Locate the bottleneck 2. Performance analysis and debugging tools for WebGL . Generic optimization tips 3. PlayCanvas experience . WebGL Inspector 4. Use case: PlayCanvas Swooop . ARM® DS-5 Streamline . ARM Mali™ Graphics Debugger 5. Q & A 2 Bring the Power of OpenGL® ES to Mobile Browsers What is WebGL™? Why WebGL? . A cross-platform, royalty free web . It brings plug-in free 3D to the web, standard implemented right into the browser. Low-level 3D graphics API . Major browser vendors are members of . Based on OpenGL® ES 2.0 the WebGL Working Group: . A shader based API using GLSL . Apple (Safari® browser) . Mozilla (Firefox® browser) (OpenGL Shading Language) . Google (Chrome™ browser) . Opera (Opera™ browser) . Some concessions made to JavaScript™ (memory management) 3 Introduction to WebGL™ . How does it fit in a web browser? . You use JavaScript™ to control it. Your JavaScript is embedded in HTML5 and uses its Canvas element to draw on. What do you need to start creating graphics? . Obtain WebGLrenderingContext object for a given HTMLCanvasElement. It creates a drawing buffer into which the API calls are rendered. For example: var canvas = document.getElementById('canvas1'); var gl = canvas.getContext('webgl'); canvas.width = newWidth; canvas.height = newHeight; gl.viewport(0, 0, canvas.width, canvas.height); 4 WebGL™ Stack What is happening when a WebGL page is loaded . User enters URL . HTTP stack requests the HTML page Browser . Additional requests will be necessary to get Space User JavaScript™ code and other resources WebKit JavaScript Engine . -
Web Privacy Beyond Extensions
Web Privacy Beyond Extensions: New Browsers Are Pursuing Deep Privacy Protections Peter Snyder <[email protected]> Privacy Researcher at Brave Software In a slide… • Web privacy is a mess. • Privacy activists and researchers are limited by the complexity of modern browsers. • New browser vendors are eager to work with activists to deploy their work. Outline 1. Background Extension focus in practical privacy tools 2. Present Privacy improvements require deep browser modifications 3. Next Steps Call to action, how to keep improving Outline 1. Background Extension focus in practical privacy tools 2. Present Privacy improvements require deep browser modifications 3. Next Steps Call to action, how to keep improving Browsers are Complicated uBlock PrivacyBadger Disconnect AdBlock Plus Firefox Safari Privacy concern Chrome Edge / IE Browser maintenance experience Extensions as a Compromise uBlock PrivacyBadger Disconnect AdBlock Plus Runtime Extensions modifications Firefox Safari Privacy concern Chrome Edge / IE Browser maintenance experience Privacy and Browser Extensions � • Successes! uBlock Origin, HTTPS Everywhere, Ghostery, Disconnect, Privacy Badger, EasyList / EasyPrivacy, etc… • Appealing Easy(er) to build, easy to share • Popular Hundreds of thousands of extensions, Millions of users Browser Extension Limitations � • Limited Capabilities Networking, request modification, rendering, layout, image processing, JS engine, etc… • Security and Privacy Possibly giving capabilities to malicious parties • Performance Limited to JS, secondary access Extensions vs Runtime uBlock PrivacyBadger Disconnect AdBlock Plus Runtime Extensions modifications Firefox Safari Privacy concern Chrome Edge / IE Browser maintenance experience Under Explored Space uBlock PrivacyBadger Disconnect ? AdBlock Plus Runtime Extensions modifications Firefox Safari Privacy concern Chrome Edge / IE Browser maintenance experience Outline 1. Background Extension focus in practical privacy tools 2. -
Framework for Developing Offline HTML5 Applications
MASARYK UNIVERSITY FACULTY}w¡¢£¤¥¦§¨ OF I !"#$%&'()+,-./012345<yA|NFORMATICS Framework for Developing Offline HTML5 Applications DIPLOMA THESIS Petr Kunc Brno, 2013 Declaration Hereby I declare, that this paper is my original authorial work, which I have worked out by my own. All sources, references and literature used or excerpted during elaboration of this work are properly cited and listed in complete reference to the due source. Advisor: doc. RNDr. Tomás Pitner, PhD. ii Acknowledgement Above all, I would like to thank my advisor doc. RNDr. Tomáš Pitner, PhD. for leading not only this diploma thesis but also for leading me during my studies. I would also like to thank my colleagues in Laboratory of Software Architectures and Information Systems, especially Mgr. Filip Nguyen and Mgr. Daniel Tovarˇnákfor priceless advice on implementation and for providing their knowledge. Nevertheless, I would like to thank my colleagues in Celebrio Software company. iii Abstract The aim of this thesis is to provide detailed information about developing offline web ap- plications. The thesis presents important technologies in the development and mostly deals with Application cache technology. It summarizes advantages and also disadvantages and problems of the technology. Then, it offers solutions to some of the problems and introduces framework for build- ing offline web applications more sophisticatedly. At last, demonstration application is pre- sented which shows the benefits of proposed technology. iv Keywords HTML5, offline, web applications, application -
Webgl: the Standard, the Practice and the Opportunity Web3d Conference August 2012
WebGL: The Standard, the Practice and the Opportunity Web3D Conference August 2012 © Copyright Khronos Group 2012 | Page 1 Agenda and Speakers • 3D on the Web and the Khronos Ecosystem - Neil Trevett, NVIDIA and Khronos Group President • Hands On With WebGL - Ken Russell, Google and WebGL Working Group Chair © Copyright Khronos Group 2012 | Page 2 Khronos Connects Software to Silicon • Khronos APIs define processor acceleration capabilities - Graphics, video, audio, compute, vision and sensor processing APIs developed today define the functionality of platforms and devices tomorrow © Copyright Khronos Group 2012 | Page 3 APIs BY the Industry FOR the Industry • Khronos standards have strong industry momentum - 100s of man years invested by industry leading experts - Shipping on billions of devices and multiple operating systems • Khronos is OPEN for any company to join and participate - Standards are truly open – one company, one vote - Solid legal and Intellectual Property framework for industry cooperation - Khronos membership fees to cover expenses • Khronos APIs define core device acceleration functionality - Low-level “Foundation” functionality needed on every platform - Rigorous conformance tests for cross-vendor consistency • They are FREE - Members agree to not request royalties Silicon Software © Copyright Khronos Group 2012 | Page 4 Apple Over 100 members – any company worldwide is welcome to join Board of Promoters © Copyright Khronos Group 2012 | Page 5 API Standards Evolution WEB INTEROP, VISION MOBILE AND SENSORS DESKTOP OpenVL New API technology first evolves on high- Mobile is the new platform for Apps embrace mobility’s end platforms apps innovation. Mobile unique strengths and need Diverse platforms – mobile, TV, APIs unlock hardware and complex, interoperating APIs embedded – mean HTML5 will conserve battery life with rich sensory inputs become increasingly important e.g.