Git Product home page Git Product logo

sios's Introduction

SiOS

Dataset and scripts for our paper.

Crawl&Decrypt

Automatic the state-of-art tool ideviceinstaller and frida-dump for comparison.

Dynamic analysis/MobileSubstrate Tweak/binddetours:

Dynamic analysis module for analyzing the network service in iOS app on the fly.

Dynamic analysis/top 1300 analysis result:

Result of dynamic analysis for top 1300 apps.

Static analysis/IDAPython:

IDA plugins, static analysis module for building call hierarchy and object reference graph.

Static analysis/test case:

Objective-C peculiarities, including Blocks, Category, Delegate, etc.

Data analysis/tablesheetandgraph_library_raw_data.py:

Query for official/thrid-party network serivce provider library in our iOS app collection.

Data analysis/lib_dist:

Static analysis result of network service library in iOS app.

Data analysis/call stack analysis/

Weighted edit distance script based on result of dynamic analysis result.

GCDWebServerStud:

Static script for analyzing the third-party network service library GCDWebServer.

SiOS/Misc/ObfsStud

A survey on iOS app obfuscation.

PoC (Prove of Concept)

Script for attacking waze, qqbrowser, now, etc.

Our dataflow analyzer includes:

  1. We mitigate original framework to Ubuntu.
  2. We supplement the new ARM instructions to the LLVM based disassembler module Dagger. Moreover, as the IR of a moderate app will always consume gigabytes of memory, some instructions are simplified to shrink the memory usage, such as removing vector, float-point operations.
  3. We model complex objects (eg, NSDictionary) and perform analysis on them.
  4. We convert inter-procedural data-flow analysis to on-demand inter-procedural since the inter-procedural analysis always takes days to analyze a moderate binary. We only analyze the function enclosing the reference to the expected class object name or method name of a third-party library.

Access the framework via: https://github.com/pwnzen-mobile

sios's People

Contributors

sios-submission avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.