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Latent GOLD, Polca, and MCLUST
JOBNAME: tast 63#1 2009 PAGE: 1 OUTPUT: Thursday January 15 07:45:17 2009 asa/tast/164303/SR3 Review of Three Latent Class Cluster Analysis Packages: Latent GOLD, poLCA, and MCLUST Dominique HAUGHTON, Pascal LEGRAND, and Sam WOOLFORD McCutcheon (2002). Because LCA is based upon a statistical model, maximum likelihood estimates can be used to classify This article reviews three software packages that can be used cases based upon what is referred to as their posterior proba- to perform latent class cluster analysis, namely, Latent GOLDÒ, bility of class membership. In addition, various diagnostics are MCLUST, and poLCA. Latent GOLDÒ is a product of Statistical available to assist in the determination of the optimal number Innovations whereas MCLUST and poLCA are packages of clusters. written in R and are available through the web site http:// LCA has been used in a broad range of contexts including www.r-project.org. We use a single dataset and apply each sociology, psychology, economics, and marketing. LCA is software package to develop a latent class cluster analysis for presented as a segmentation tool for marketing research and the data. This allows us to compare the features and the tactical brand decision in Finkbeiner and Waters (2008). Other resulting clusters from each software package. Each software applications in market segmentation are given in Cooil, package has its strengths and weaknesses and we compare the Keiningham, Askoy, and Hsu (2007), Malhotra, Person, and software from the perspectives of usability, cost, data charac- Bardi Kleiser (1999), Bodapati (2008), and Pancras and Sudhir teristics, and performance. -
The “Stabs” Debug Format
The \stabs" debug format Julia Menapace, Jim Kingdon, David MacKenzie Cygnus Support Cygnus Support Revision TEXinfo 2017-08-23.19 Copyright c 1992{2021 Free Software Foundation, Inc. Contributed by Cygnus Support. Written by Julia Menapace, Jim Kingdon, and David MacKenzie. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.3 or any later version published by the Free Software Foundation; with no Invariant Sections, with no Front-Cover Texts, and with no Back-Cover Texts. A copy of the license is included in the section entitled \GNU Free Documentation License". i Table of Contents 1 Overview of Stabs ::::::::::::::::::::::::::::::: 1 1.1 Overview of Debugging Information Flow ::::::::::::::::::::::: 1 1.2 Overview of Stab Format ::::::::::::::::::::::::::::::::::::::: 1 1.3 The String Field :::::::::::::::::::::::::::::::::::::::::::::::: 2 1.4 A Simple Example in C Source ::::::::::::::::::::::::::::::::: 3 1.5 The Simple Example at the Assembly Level ::::::::::::::::::::: 4 2 Encoding the Structure of the Program ::::::: 7 2.1 Main Program :::::::::::::::::::::::::::::::::::::::::::::::::: 7 2.2 Paths and Names of the Source Files :::::::::::::::::::::::::::: 7 2.3 Names of Include Files:::::::::::::::::::::::::::::::::::::::::: 8 2.4 Line Numbers :::::::::::::::::::::::::::::::::::::::::::::::::: 9 2.5 Procedures ::::::::::::::::::::::::::::::::::::::::::::::::::::: 9 2.6 Nested Procedures::::::::::::::::::::::::::::::::::::::::::::: 11 2.7 Block Structure -
Pwny Documentation Release 0.9.0
pwny Documentation Release 0.9.0 Author Nov 19, 2017 Contents 1 pwny package 3 2 pwnypack package 5 2.1 asm – (Dis)assembler..........................................5 2.2 bytecode – Python bytecode manipulation..............................7 2.3 codec – Data transformation...................................... 11 2.4 elf – ELF file parsing.......................................... 16 2.5 flow – Communication......................................... 36 2.6 fmtstring – Format strings...................................... 41 2.7 marshal – Python marshal loader................................... 42 2.8 oracle – Padding oracle attacks.................................... 43 2.9 packing – Data (un)packing...................................... 44 2.10 php – PHP related functions....................................... 46 2.11 pickle – Pickle tools.......................................... 47 2.12 py_internals – Python internals.................................. 49 2.13 rop – ROP gadgets........................................... 50 2.14 shellcode – Shellcode generator................................... 50 2.15 target – Target definition....................................... 79 2.16 util – Utility functions......................................... 80 3 Indices and tables 83 Python Module Index 85 i ii pwny Documentation, Release 0.9.0 pwnypack is the official CTF toolkit of Certified Edible Dinosaurs. It aims to provide a set of command line utilities and a python library that are useful when playing hacking CTFs. The core functionality of pwnypack -
Portable Executable File Format
Chapter 11 Portable Executable File Format IN THIS CHAPTER + Understanding the structure of a PE file + Talking in terms of RVAs + Detailing the PE format + The importance of indices in the data directory + How the loader interprets a PE file MICROSOFT INTRODUCED A NEW executable file format with Windows NT. This for- mat is called the Portable Executable (PE) format because it is supposed to be portable across all 32-bit operating systems by Microsoft. The same PE format exe- cutable can be executed on any version of Windows NT, Windows 95, and Win32s. Also, the same format is used for executables for Windows NT running on proces- sors other than Intel x86, such as MIPS, Alpha, and Power PC. The 32-bit DLLs and Windows NT device drivers also follow the same PE format. It is helpful to understand the PE file format because PE files are almost identi- cal on disk and in RAM. Learning about the PE format is also helpful for under- standing many operating system concepts. For example, how operating system loader works to support dynamic linking of DLL functions, the data structures in- volved in dynamic linking such as import table, export table, and so on. The PE format is not really undocumented. The WINNT.H file has several struc- ture definitions representing the PE format. The Microsoft Developer's Network (MSDN) CD-ROMs contain several descriptions of the PE format. However, these descriptions are in bits and pieces, and are by no means complete. In this chapter, we try to give you a comprehensive picture of the PE format. -
Protecting Million-User Ios Apps with Obfuscation: Motivations, Pitfalls, and Experience
Protecting Million-User iOS Apps with Obfuscation: Motivations, Pitfalls, and Experience Pei Wang∗ Dinghao Wu Zhaofeng Chen Tao Wei [email protected] [email protected] [email protected] [email protected] The Pennsylvania State The Pennsylvania State Baidu X-Lab Baidu X-Lab University University ABSTRACT ACM Reference Format: In recent years, mobile apps have become the infrastructure of many Pei Wang, Dinghao Wu, Zhaofeng Chen, and Tao Wei. 2018. Protecting popular Internet services. It is now fairly common that a mobile app Million-User iOS Apps with Obfuscation: Motivations, Pitfalls, and Experi- ence. In ICSE-SEIP ’18: 40th International Conference on Software Engineering: serves a large number of users across the globe. Different from web- Software Engineering in Practice Track, May 27–June 3, 2018, Gothenburg, based services whose important program logic is mostly placed on Sweden. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3183519. remote servers, many mobile apps require complicated client-side 3183524 code to perform tasks that are critical to the businesses. The code of mobile apps can be easily accessed by any party after the software is installed on a rooted or jailbroken device. By examining the code, skilled reverse engineers can learn various knowledge about the 1 INTRODUCTION design and implementation of an app. Real-world cases have shown During the last decade, mobile devices and apps have become the that the disclosed critical information allows malicious parties to foundations of many million-dollar businesses operated globally. abuse or exploit the app-provided services for unrightful profits, However, the prosperity has drawn many malevolent attempts to leading to significant financial losses for app vendors. -
Common Object File Format (COFF)
Application Report SPRAAO8–April 2009 Common Object File Format ..................................................................................................................................................... ABSTRACT The assembler and link step create object files in common object file format (COFF). COFF is an implementation of an object file format of the same name that was developed by AT&T for use on UNIX-based systems. This format encourages modular programming and provides powerful and flexible methods for managing code segments and target system memory. This appendix contains technical details about the Texas Instruments COFF object file structure. Much of this information pertains to the symbolic debugging information that is produced by the C compiler. The purpose of this application note is to provide supplementary information on the internal format of COFF object files. Topic .................................................................................................. Page 1 COFF File Structure .................................................................... 2 2 File Header Structure .................................................................. 4 3 Optional File Header Format ........................................................ 5 4 Section Header Structure............................................................. 5 5 Structuring Relocation Information ............................................... 7 6 Symbol Table Structure and Content........................................... 11 SPRAAO8–April 2009 -
Toolchains Instructor: Prabal Dutta Date: October 2, 2012
EECS 373: Design of Microprocessor-Based Systems Fall 2012 Lecture 3: Toolchains Instructor: Prabal Dutta Date: October 2, 2012 Note: Unless otherwise specified, these notes assume: (i) an ARM Cortex-M3 processor operating in little endian mode; (ii) the ARM EABI application binary interface; and (iii) the GNU GCC toolchain. Toolchains A complete software toolchain includes programs to convert source code into binary machine code, link together separately assembled/compiled code modules, disassemble the binaries, and convert their formats. Binary program file (.bin) Assembly Object Executable files (.s) files (.o) image file objcopy ld (linker) as objdump (assembler) Memory layout Disassembled Linker code (.lst) script (.ld) Figure 0.1: Assembler Toolchain. A typical GNU (GNU's Not Unix) assembler toolchain includes several programs that interact as shown in Figure 0.1 and perform the following functions: • as is the assembler and it converts human-readable assembly language programs into binary machine language code. It typically takes as input .s assembly files and outputs .o object files. • ld is the linker and it is used to combine multiple object files by resolving their external symbol references and relocating their data sections, and outputting a single executable file. It typically takes as input .o object files and .ld linker scripts and outputs .out executable files. • objcopy is a translation utility that copies and converts the contents of an object file from one format (e.g. .out) another (e.g. .bin). • objdump is a disassembler but it can also display various other information about object files. It is often used to disassemble binary files (e.g. -
Université De Montréal Context-Aware
UNIVERSITE´ DE MONTREAL´ CONTEXT-AWARE SOURCE CODE IDENTIFIER SPLITTING AND EXPANSION FOR SOFTWARE MAINTENANCE LATIFA GUERROUJ DEPARTEMENT´ DE GENIE´ INFORMATIQUE ET GENIE´ LOGICIEL ECOLE´ POLYTECHNIQUE DE MONTREAL´ THESE` PRESENT´ EE´ EN VUE DE L'OBTENTION DU DIPLOME^ DE PHILOSOPHIÆ DOCTOR (GENIE´ INFORMATIQUE) JUILLET 2013 ⃝c Latifa Guerrouj, 2013. UNIVERSITE´ DE MONTREAL´ ECOLE´ POLYTECHNIQUE DE MONTREAL´ Cette th`ese intitul´ee: CONTEXT-AWARE SOURCE CODE IDENTIFIER SPLITTING AND EXPANSION FOR SOFTWARE MAINTENANCE pr´esent´eepar: GUERROUJ Latifa en vue de l'obtention du dipl^ome de: Philosophiæ Doctor a ´et´ed^ument accept´eepar le jury d'examen constitu´ede: Mme BOUCHENEB Hanifa, Doctorat, pr´esidente M. ANTONIOL Giuliano, Ph.D., membre et directeur de recherche M. GUEH´ ENEUC´ Yann-Ga¨el, Ph.D., membre et codirecteur de recherche M. DESMARAIS Michel, Ph.D., membre Mme LAWRIE Dawn, Ph.D., membre iii This dissertation is dedicated to my parents. For their endless love, support and encouragement. iv ACKNOWLEDGMENTS I am very grateful to both Giulio and Yann for their support, encouragement, and intel- lectual input. I worked with you for four years or even less, but what I learned from you will last forever. Giulio, your passion about research was a source of inspiration and motivation for me. Also, your mentoring and support have been instrumental in achieving my goals. Yann, your enthusiasm and guidance have always been a strength for me to keep moving forward. Research would not be as much fun without students and researchers to collaborate with. It has been a real pleasure and great privilege working with Massimiliano Di Penta (University of Sannio), Denys Poshyvanyk (College of William and Mary), and their teams. -
Using Arm Scalable Vector Extension to Optimize OPEN MPI
Using Arm Scalable Vector Extension to Optimize OPEN MPI Dong Zhong1,2, Pavel Shamis4, Qinglei Cao1,2, George Bosilca1,2, Shinji Sumimoto3, Kenichi Miura3, and Jack Dongarra1,2 1Innovative Computing Laboratory, The University of Tennessee, US 2fdzhong, [email protected], fbosilca, [email protected] 3Fujitsu Ltd, fsumimoto.shinji, [email protected] 4Arm, [email protected] Abstract— As the scale of high-performance computing (HPC) with extension instruction sets. systems continues to grow, increasing levels of parallelism must SVE is a vector extension for AArch64 execution mode be implored to achieve optimal performance. Recently, the for the A64 instruction set of the Armv8 architecture [4], [5]. processors support wide vector extensions, vectorization becomes much more important to exploit the potential peak performance Unlike other SIMD architectures, SVE does not define the size of target architecture. Novel processor architectures, such as of the vector registers, instead it provides a range of different the Armv8-A architecture, introduce Scalable Vector Extension values which permit vector code to adapt automatically to the (SVE) - an optional separate architectural extension with a new current vector length at runtime with the feature of Vector set of A64 instruction encodings, which enables even greater Length Agnostic (VLA) programming [6], [7]. Vector length parallelisms. In this paper, we analyze the usage and performance of the constrains in the range from a minimum of 128 bits up to a SVE instructions in Arm SVE vector Instruction Set Architec- maximum of 2048 bits in increments of 128 bits. ture (ISA); and utilize those instructions to improve the memcpy SVE not only takes advantage of using long vectors but also and various local reduction operations. -
R Pass by Reference
R Pass By Reference Unlidded Sherlock verjuices or imbibe some pancake ingenuously, however littery Winifield denitrifies detestably or jellified. Prasun rhubarbs simperingly while overnice Stanleigh witch thru or rent immemorially. Acescent and unprejudiced Tanney stints her distillations damming or jitterbugging luxuriously. Doing so any task in the argument and reference by value of the use it and data have no problems become hard to have been deactivated Thanks for sharing it. Modernization can operate much faster, simpler, and safer when supported with analysis tools and even code transformation tools. But by appending an element, they created a new hardware which, of course, did you update the reference. Joe, this is indeed excellent tutorial in your Java kitty. However, this section focuses on wade is afraid to template implementation. What are someone different types of Classes in Java? To insure goods are released, we need to begin able to decrement their reference counts once we no longer made them. You should contact the package authors for that. Limit the loop variable visibility to the except of cord loop. Protected member function can be simply fine. If she is a default constructor, compare those assignments to the initializations in the default constructor. Left clear Right sides of an assignment statement. What began the basic Structure of a Java Program? This can experience nasty bugs that are extremely hard to debug. Warn the two consecutive parameters share is same type. How can Convert Char To stuff In Java? Please lift the information below before signing in. NOTHING but pass by reference in Java. -
Anatomy of Cross-Compilation Toolchains
Embedded Linux Conference Europe 2016 Anatomy of cross-compilation toolchains Thomas Petazzoni free electrons [email protected] Artwork and Photography by Jason Freeny free electrons - Embedded Linux, kernel, drivers - Development, consulting, training and support. http://free-electrons.com 1/1 Thomas Petazzoni I CTO and Embedded Linux engineer at Free Electrons I Embedded Linux specialists. I Development, consulting and training. I http://free-electrons.com I Contributions I Kernel support for the Marvell Armada ARM SoCs from Marvell I Major contributor to Buildroot, an open-source, simple and fast embedded Linux build system I Living in Toulouse, south west of France Drawing from Frank Tizzoni, at Kernel Recipes 2016 free electrons - Embedded Linux, kernel, drivers - Development, consulting, training and support. http://free-electrons.com 2/1 Disclaimer I I am not a toolchain developer. Not pretending to know everything about toolchains. I Experience gained from building simple toolchains in the context of Buildroot I Purpose of the talk is to give an introduction, not in-depth information. I Focused on simple gcc-based toolchains, and for a number of examples, on ARM specific details. I Will not cover advanced use cases, such as LTO, GRAPHITE optimizations, etc. I Will not cover LLVM free electrons - Embedded Linux, kernel, drivers - Development, consulting, training and support. http://free-electrons.com 3/1 What is a cross-compiling toolchain? I A set of tools that allows to build source code into binary code for -
Compiling C++ Files & Declarations and Definitions
Compiling C++ files Compiling C++ files 143 Compiling C++ files Hello World 2.0 Hello World 2.0 In C++ the code is usually separated into header files (.h/.hpp) and implementation files (.cpp/.cc): sayhello.hpp #include <string> void sayhello(const std::string& name); sayhello.cpp #include "sayhello.hpp" #include <iostream> void sayhello(const std::string& name){ std::cout << "Hello " << name << '!' << std::endl; } Other code that wants to use this function only has to include sayhello.hpp. 144 Compiling C++ files Compiler Compiler Reminder: Internally, the compiler is divided into Preprocessor, Compiler, and Linker. Preprocessor: • Takes an input file of (almost) any programming language • Handles all preprocessor directives (i.e., all lines starting with #) and macros • Outputs the file without any preprocessor directives or macros Compiler: • Takes a preprocessed C++ (or C) file, called translation unit • Generates and optimizes the machine code • Outputs an object file Linker: • Takes multiple object files • Can also take references to other libraries • Finds the address of all symbols (e.g., functions, global variables) • Outputs an executable file or a shared library 145 Compiling C++ files Compiler Preprocessor Most common preprocessor directives: • #include: Copies (!) the contents of a file into the current file // include system file iostream: #include <iostream> // include regular file myfile.hpp: #include "myfile.hpp" • #define: Defines a macro #define FOO // defines the macro FOO with no content #define BAR 1 // defines the macro BAR as 1 • #ifdef/#ifndef/#else/#endif: Removes all code up to the next #else/#endif if a macro is set (#ifdef) or not set (#ifndef) #ifdef FOO ..