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HACCLE: Metaprogramming for Secure Multi-Party Computation 2021

HACCLE: Metaprogramming for Secure Multi-Party Computation

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20th acm sigplan International conference on Generative programming: Concepts and Experiences (GPCE)

作者： Bao, Yuyan Sundararajah, Kirshanthan Malik, Raghav Ye, Qianchuan Wagner, Christopher Jaber, Nouraldin Wang, Fei Ameri, Mohammad Hassan Lu, Donghang Seto, Alexander Delaware, Benjamin Samanta, Roopsha Kate, Aniket Garman, Christina Blocki, Jeremiah Letourneau, Pierre-David Meister, Benoit Springer, Jonathan Rompf, Tiark Kulkarni, Milind Univ Waterloo Waterloo ON Canada Purdue Univ W Lafayette IN 47907 USA Reservoir Labs New York NY USA

ISBN: (纸本)9781450391122

Cryptographic techniques have the potential to enable distrusting parties to collaborate in fundamentally new ways, but their practical implementation poses numerous challenges. An important class of such cryptographic techniques is known as Secure Multi-Party Computation (MPC). Developing Secure MPC applications in realistic scenarios requires extensive knowledge spanning multiple areas of cryptography and systems. And while the steps to arrive at a solution for a particular application are often straightforward, it remains difficult to make the implementation efficient, and tedious to apply those same steps to a slightly different application from scratch. Hence, it is an important problem to design platforms for implementing Secure MPC applications with minimum effort and using techniques accessible to non-experts in cryptography. In this paper, we present the HACCLE (High Assurance Compositional Cryptography: languages and Environments) toolchain, specifically targeted to MPC applications. HACCLE contains an embedded domain-specific language Harpoon, for software developers without cryptographic expertise to write MPC-based programs, and uses Lightweight Modular Staging (LMS) for code generation. Harpoon programs are compiled into acyclic circuits represented in HACCLE's Intermediate Representation (HIR) that serves as an abstraction over different cryptographic protocols such as secret sharing, homomorphic encryption, or garbled circuits. implementations of different cryptographic protocols serve as different backends of our toolchain. The extensible design of HIR allows cryptographic experts to plug in new primitives and protocols to realize computation. And the use of standard metaprogramming techniques lowers the development effort significantly. We have implemented Harpoon and HACCLE, and used them to program interesting applications (e.g., secure auction) and key computation components of Secure MPC applications (e.g., matrix-vector multiplication and merg

关键词： metaprogramming domain-specific language secure multi-party computation

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MARCER: Multimodal Augmented Reality for Composing and Executing Robot Tasks 25

MARCER: Multimodal Augmented Reality for Composing and Execu...

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acm/IEEE International conference on Human-Robot Interaction (HRI)

作者： Bryce Ikeda Maitrey Gramopadhye LillyAnn Nekervis Daniel Szafir Department of Computer Science University of North Carolina at Chapel Hill Chapel Hill NC USA

ISBN: (数字)9798350378931

ISBN: (纸本)9798350378948

In this work, we combine the strengths of humans and robots by developing MARCER, a novel interactive and multimodal end-user robot programming system. MARCER utilizes a Large language Model to translate users' natural language task descriptions and environmental context into Action Plans for robot execution, based on a trigger-action programming paradigm that facilitates authoring reactive robot behaviors. MARCER also affords interaction via augmented reality to help users parameterize and validate robot programs and provide real-time, visual previews and feedback directly in the context of the robot's operating environment. We present the design, implementation, and evaluation of MARCER to explore the usability of such systems and demonstrate how trigger-action programming, Large language Models, and augmented reality hold deep-seated synergies that, when combined, empower users to program general-purpose robots to perform everyday tasks.

关键词： Visualization Translation Large language models Refining Human-robot interaction Real-time systems Natural language processing Usability Augmented reality Robot programming

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WasmAndroid: A Cross-Platform Runtime for Native programming languages on Android (WIP Paper) 2021

WasmAndroid: A Cross-Platform Runtime for Native Programming...

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22nd acm sigplan/SIGBED International conference on languages, Compilers, and Tools for Embedded Systems (LCTES)

作者： Wen, Elliott Weber, Gerald Nanayakkara, Suranga Univ Auckland Auckland New Zealand

ISBN: (纸本)9781450384728

Open-source hardware such as RISC-V has been gaining substantial momentum. Recently, they have begun to embrace Google's Android operating system to leverage its software ecosystem. Despite the encouraging progress, a challenging issue arises: a majority of Android applications are written in native languages and need to be recompiled to target new hardware platforms. Unfortunately, this recompilation process is not scalable because of the explosion of new hardware platforms. To address this issue, we present WasmAndroid, a high-performance cross-platform runtime for native programming languages on Android. WasmAndroid only requires developers to compile their source code to WebAssembly, an efficient and portable bytecode format that can be executed everywhere without additional reconfiguration. WasmAndroid can also trans-pile existing application binaries to WebAssembly when source code is not available. WebAssembly's language model is very different from C/C++ and this mismatch leads to many unique implementation challenges. In this paper, we provide workable solutions and conduct a preliminary system evaluation. We show that WasmAndroid provides acceptable performance to execute native applications in a cross-platform manner.

关键词： WebAssembly RISC-V Mobile Portability

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***: (A)Synchronous Reactive Web programming 2020

***: (A)Synchronous Reactive Web Programming

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Berry, Gerard Serrano, Manuel Coll France Paris France UCA INRIA Sophia Antipolis France

ISBN: (纸本)9781450376136

We present ***, a synchronous reactive language that adds synchronous concurrency and preemption to JavaScript. Inspired from Esterel, *** simplifies the programming of non-trivial temporal behaviors as found in complex web interfaces or IoT controllers and the cooperation between synchronous and asynchronous activities. *** is compiled into plain sequential JavaScript and executes on unmodified runtime environments. We use three examples to present and discuss ***: a simple web login form to introduce the language and show how it differs from JavaScript, and two real life examples, a medical prescription pillbox and an interactive music system that show why concurrency and preemption help programming such temporal applications.

关键词： Reactive programming Synchronous programming Web programming JavaScript

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design and implementation of VSTO-based Online Compilation Teaching System for C language 22

Design and Implementation of VSTO-based Online Compilation T...

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5th International conference on Computer Science and Software Engineering, CSSE 2022

作者： Yu, Xiya Zhang, Xuetao Shi, Yuanyuan Wu, Changping Li, Xianhe Academic Staff Office Tongda College of Nanjing University of Posts & Telecommunications China College of Computer Engineering Tongda College of Nanjing University of Posts & Telecommunications China

ISBN: (纸本)9781450397780

C programming is a compulsory general education course for science and technology majors in colleges and universities, and its importance is self-evident. At present, the teaching mode of C language in colleges and universities generally has the code lecture according to the text, teachers usually use PowerPoint to explain classroom knowledge, code demonstration needs to operate several software at the same time, the operation process is tedious, the performance of teaching computer is a great challenge, the classroom efficiency is affected. In order to solve the above teaching problems, it is necessary to develop a system based on VSTO's PowerPoint technology development and Spring Boot framework for C online compilation and running. The system enables PowerPoint to compile and run online in C language, which can effectively solve the problem of complicated operation of C language compiler in classroom. The system design uses Spring Boot framework to write the interaction logic, MySQL database for the data layer, Docker container for system resource virtualization and program isolation, and Nginx for front-end load balancing to improve the concurrent processing capability. The design and operation of the C online compilation system embedded in PowerPoint is studied and analyzed to achieve the goal of security and high concurrency, which will positively contribute to the progress of teaching programming courses. © 2022 acm.

关键词： Curricula

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Enclosure: language-Based Restriction of Untrusted Libraries 21

Enclosure: Language-Based Restriction of Untrusted Libraries

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26th International conference on Architectural Support for programming languages and Operating Systems (ASPLOS)

作者： Ghosn, Adrien Kogias, Marios Payer, Mathias Larus, James R. Bugnion, Edouard Ecole Polytech Fed Lausanne Lausanne Switzerland Microsoft Res Cambridge England

ISBN: (纸本)9781450383172

programming languages and systems have failed to address the security implications of the increasingly frequent use of public libraries to construct modern software. Most languages provide tools and online repositories to publish, import, and use libraries;however, this double-edged sword can incorporate a large quantity of unknown, unchecked, and unverified code into an application. The risk is real, as demonstrated by malevolent actors who have repeatedly inserted malware into popular open-source libraries. This paper proposes a solution: enclosures, a new programming language construct for library isolation that provides a developer with fine-grain control over the resources that a library can access, even for libraries with complex inter-library dependencies. The programming abstraction is language-independent and could be added to most languages. These languages would then be able to take advantage of hardware isolation mechanisms that are effective across language boundaries. The enclosure policies are enforced at run time by LITTERBOX, a language-independent framework that uses hardware mechanisms to provide uniform and robust isolation guarantees, even for libraries written in unsafe languages. LITTERBOX currently supports both Intel VT-x (with general-purpose extended page tables) and the emerging Intel Memory Protection Keys (MPK). We describe an enclosure implementation for the Go and Python languages. Our evaluation demonstrates that the Go implementation can protect sensitive data in real-world applications constructed using complex untrusted libraries with deep dependencies. It requires minimal code refactoring and incurs acceptable performance overhead. The Python implementation demonstrates LITTERBOX'S ability to support dynamic languages.

关键词： Security intra-address space isolation programming languages software packages

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Graphitron: A Domain Specific language for FPGA-Based Graph Processing Accelerator Generation 25

Graphitron: A Domain Specific Language for FPGA-Based Graph ...

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Proceedings of the 26th acm sigplan/SIGBED International conference on languages, Compilers, and Tools for Embedded Systems

作者： Xinmiao Zhang Zheng Feng Shengwen Liang Xinyu Chen Lei Zhang Cheng Liu SKLP Institute of Computing Technology Chinese Academy of Sciences Beijing China University of Chinese Academy of Sciences Beijing China Hong Kong University of Science and Technology (Guangzhou) Guangzhou China

ISBN: (纸本)9798400719219

Due to hardware customization capabilities, FPGA-based graph processing accelerators achieve significantly higher energy efficiency than many general-purpose computing engines. However, designing these accelerators remains a substantial challenge for high-level users. To overcome the programming barrier, FPGA-based accelerator design frameworks on top of generic graph processing programming models have been developed to automate accelerator generation through pre-built templates. However, they often tightly couple graph processing algorithms, programming models and processing paradigms, and accelerator architectures, which severely limits the expression scope of the algorithms and may also restrict the performance when the generated accelerators fail to suit dynamic processing patterns of the graph processing *** this work, we propose Graphitron, a domain-specific language (DSL) that enables the automatic generation of FPGA-based graph processing accelerators without engaging with the complexities of low-level FPGA designs. Graphitron defines vertices and edges as primitive data types and enables users to implement graph processing algorithms by performing various functionalities on top of these primitive data, which greatly eases the algorithm descriptions for high-level users. During compilation, the graph processing functions are naturally classified into either a vertex-centric processing paradigm or an edge-centric processing paradigm according to the target data types, enabling the generation of accelerator kernels of different characteristics. In addition, because of the explicit binding between the graph processing functions and the data types, the Graphitron compiler can automatically infer the computing and memory access patterns of each processing function within graph processing algorithms and apply corresponding hardware optimizations such as pipelining, data shuffling, and caching. Basically, graph semantic information can be utilized to guid

关键词： Accelerator Generation

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A Concurrency Model for JavaScript with Cooperative Cancellation 14

A Concurrency Model for JavaScript with Cooperative Cancella...

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14th International conference on Software language Engineering (SLE)

作者： Zhao, Tian Li, Yonglun Univ Wisconsin Milwaukee Milwaukee WI 53211 USA

ISBN: (纸本)9781450391115

This paper proposes a concurrency model for JavaScript with thread-like abstractions and cooperative cancellation. JavaScript uses an event-driven model, where an active computation runs until it completes or blocks for an event while concurrent computations wait for other events as callbacks. With the introduction of Promises, the control flow of callbacks can be written in a more direct style. However, the event-based model is still a source of confusion with regard to execution order, race conditions, and termination. The thread model is a familiar concept to programmers and can help reduce concurrency errors in JavaScript programs. This work is a library-based design, which uses an abstraction based on the reader monad to pass a thread ID through a thread's computation. A thread can be cancelled, paused, and resumed with its thread ID. This design allows hierarchical cancellation where a child thread is cancelled if its parent is cancelled. It also defines synchronization primitives to protect shared states. A formal semantics is included to give a precise definition of the proposed model.

关键词： asynchronous programming thread JavaScript

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Automated Generation of Code Contracts: Generative AI to the Rescue? 2024

Automated Generation of Code Contracts: Generative AI to the...

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Proceedings of the 23rd acm sigplan International conference on Generative programming: Concepts and Experiences

作者： Sandra Greiner Noah Bühlmann Manuel Ohrndorf Christos Tsigkanos Oscar Nierstrasz Timo Kehrer University of Southern Denmark Odense Denmark University of Bern Bern Switzerland University of Athens Athens Greece Feenk Bern Switzerland

ISBN: (纸本)9798400712111

design by Contract represents an established, lightweight paradigm for engineering reliable and robust software systems by specifying verifiable expectations and obligations between software components. Due to its laborious nature, developers hardly adopt design by Contract in practice. A plethora of research on (semi-)-automated inference to reduce the manual burden has not improved the adoption of so-called code contracts in practice. This paper examines the potential of Generative AI to automatically generate code contracts in terms of pre- and postconditions for any Java project without requiring any additional auxiliary artifact. To fine-tune two state-of-the-art Large language Models, CodeT5 and CodeT5+, we derive a dataset of more than 14k Java methods comprising contracts in form of Java Modeling language (JML) annotations, and train the models on the task of generating contracts. We examine the syntactic and semantic validity of the contracts generated for software projects not used in the fine-tuning and find that more than 95% of the generated contracts are syntactically correct and exhibit remarkably high completeness and semantic correctness. To this end, our fully automated method sets the stage for future research and eventual broader adoption of design by Contract in software development practice.

关键词： design by Contract

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design and implementation of sferic removal method using multi-language programming 22

Design and implementation of sferic removal method using mul...

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2nd International conference on Control and Intelligent Robotics, ICCIR 2022

作者： Li, Zhipeng Han, Jiangtao Wang, Yongzhi Su, Yang Ren, Xiuyan College of Geoexploration Science and Technology Jilin University Jilin China Institute of Integrated Information for Mineral Resources PredictionJilin University Changchun China

ISBN: (纸本)9781450397179

With the development of geophysical electromagnetic data processing and interpretation technology, it is very important to study new techniques and methods for developing electromagnetic software. Based on this background, this paper proposes a good method of sferic removal based on resource management and multi-language programming. This method introduces the mechanism to integrate Fortran and C# together in detailed including data conversion between two languages. Fortran algorithms are compiled as DLL libraries as back-end computing resource, WinForms developed by C# as front-end graphic user interface, users can use GUI to interact with back-end functions to complete sferic removal task. The experimental results show this method can deal with big sferic data and verify this way can work effectively and efficiently. © 2022 acm.

关键词： Resource allocation

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