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class: center, middle

Title

---

Agenda

1. Introduction
2. Deep-dive

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Example

Hello world!

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package research.nomad;

import org.aspectj.lang.ProceedingJoinPoint;
import org.aspectj.lang.annotation.Around;
import org.aspectj.lang.annotation.Aspect;
import org.aspectj.lang.reflect.MethodSignature;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Component;

@Aspect

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[Hierarchy]  [HIER] All classes: 1474
[Hierarchy]  [App: 68, Lib : 1340, Phantom: 66]
[Hierarchy]  [HIER] Activities: 4, lib activities: 4
[Hierarchy]  [HIER] App views: 1, Lib views: 56
[Hierarchy]  [HIER] App Dialogs: 0, Lib Dialogs: 3
[GUIAnalysis]  [GUIAnalysis] Start
[GUIAnalysis]  [XML] Layout Ids: 222, Menu Ids: 2, Widget Ids: 361, String Ids: 83
[GUIAnalysis]  [XML] MainActivity: cx.hell.android.pdfview.ChooseFileActivity
[GUIAnalysis]  [GUIAnalysis] End: 0.141477329 sec
[GUIAnalysis]  [WTGDemoClient] Start

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from sklearn.feature_extraction import DictVectorizer
from tqdm import tqdm_notebook
from sklearn.metrics import confusion_matrix
from sklearn.metrics import precision_recall_fscore_support
from sklearn.model_selection import KFold, StratifiedKFold
from sklearn import svm
from sklearn.ensemble import RandomForestClassifier
from sklearn.neighbors import KNeighborsClassifier
from sklearn.utils import shuffle
import glob

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/*
* This file is automatically generated by Swami
*
* 2019-04-27 17:02:48.128699
*/


const assert = require('assert');
/*
*

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/*
*
*	ABSTRACT FUNCTIONS IMPELEMTED USING DESCRIPTION FROM ECMA-262 
*
*/

function RequireObjectCoercible(argument){
        if (typeof argument == "undefined" || typeof argument == "null")
                throw new TypeError("TypeError in RequireObjectCoercible")
        else

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// A
std::vector<LINEITEM> _var45518 = (std::vector<LINEITEM>());
std::unordered_map<LINEITEM, int, _HashLINEITEM> _histogram45520 = (std::unordered_map<LINEITEM, int, _HashLINEITEM>());
for (LINEITEM _x45521 : _var5824)
{
    std::unordered_map<LINEITEM, int, _HashLINEITEM>::iterator _map_iterator45530 = _histogram45520.find(_x45521);
    if ((_map_iterator45530 == _histogram45520.end()))
    {
        _map_iterator45530 = (_histogram45520.emplace(_x45521, 0).first);
    }

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(.venv) (base) ➜  seguard-framework git:(master) ✗ SOURCE_SINK_FILE=$PWD/examples/sourcesAndSinks.xml PDECRYPT=0 STEPS=flowdroid ./tools/seguard examples/com.handmark.sportcaster-128.apk 
Preparing files
+ ./dex2jar -f /home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.apk -o /home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.jar
2019-03-21 13:41:16,981 root         DEBUG    try_call_std((['./dex2jar', '-f', '/home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.apk', '-o', '/home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.jar'],), {}) spent 6.64s
+ unzip -o /home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.jar -d /home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.jar.out
2019-03-21 13:41:17,453 root         DEBUG    try_call_std((['unzip', '-o', '/home/zgzhen/projects/seguard-framework/examples/com.handmark.sportcaster-128.jar', '-d', '/home/zgzhen/

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#pragma once
#include <algorithm>
#include <set>
#include <functional>
#include <vector>
#include <unordered_set>
#include <string>
#include <unordered_map>

#include <string>