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INTRODUCING..... A S E F
Android Security Evaluation Framework
- Parth Patel
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$ whoami_
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Agenda
Manual Research
Automation - A S E F
Let’s solve problems
Conclusion
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Android OS
Open Source
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Security Evaluation of
Android Apps
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Android APP Store
Attacker
User
Attacker
Developer
Developer
Developer
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Android APP Store
?
Developer
Attacker
Bouncer
Developer
Developer
Attacker
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Android APP Store
?
Developer
Attacker
Bouncer
Developer
Developer
Attacker
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A A
A
?
Developer Attacker
User
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Permissions
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Manual Research
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“Behavioral Analysis”of Apps
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Android SDK - Emulator (Android Virtual Device - AVD) - Android Debug Bridge - adb - Android Asset Packaging Tool - aapt
Wireshark
dex2jar
IDE - eclipse
Utilities for Behavioral Analysis
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Limitations of
‘Manual Research’
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Introducing .....
A S E F
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A S E F
A S E F as a Black Box
MalwareAggressive Adware
Bandwidth
Vulnerabilities
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Passive Active Interpret
Initialization
Normalization
Organization
Launch
Test Cycle
Parsing
Analyzing
Results
A S E F
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Configurator adb refresh Device Detect(virtual/physical)
i/p A S E F Phase 1: Passive
Initialization Mode
Default Virtual Device =Google Safe Browsing API =Host IP = interface =
Creates Virtual Device
Session cleanup Enable USB debugging
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Array of .apk path
Location of an APP
A S E F Phase 1: Passive
Normalization Mode
Extractor
Location of APPs
Extracted APPs
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A S E F Phase 1: Passive
Organization Mode
ConverterTest Result
Archive
%HAPK->{$apk} = ( { pkgnm => $PKGNM , launchact => $LAUNCHACT , vercode => $VERCODE , vername => $VERNAME , applable => $APPLABLE , adbstart => "" , adbstop => ""}, );
TEST_05_11_12-19:53:56
TEST_05_11_12-20:20:19
TEST_05_13_12-11:38:28
TEST_NIGHTLY_SCAN2
1.apk2.apk3.apk
adb_log.txtnetwork_traffic.txtadb_log.txtnetwork_traffic.txtadb_log.txtnetwork_traffic.txt
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Virtual Device
Launcher
Boot Boot check
Running
Not Running
Display unlock
A S E F Phase II : Active
Launch Mode
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Installation mode
Launch mode
Activity mode
Uninstallation mode
stop - adb logcat
stop - tcpdump
start-timestamp
stop-timestamp
kernel log memory dump services running
kernel log memory dump services running
kernel log memory dump services running
kernel log memory dump services running
Extensive mode
Tm
Tm
Tm
A S E F Phase II : Active
Test Cycle
start - adb log
start - tcpdump
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NetworkActivity
URLs/IPs
Google’s Safe Browsing API malware
aggressive adwareAccess rate of URL/IP
Traffic Analyzer
Data tx / BandWidthData usage
Bandwidth
Associated Permissions
Unique permissions of AppsPermission mapping
Unique APIs API mapping
Decompilation/ APIs used
Reconstructing source code
apk unzip dex2jar jar2class class2jad Source Code
Black listing Found/Add App to the blacklist Black listed
A S E F Phase III : Interpret
Parsing Mode Analyzing Mode Results
Vulnerability Detector
Signatures Vulnerabilities%HVULN
%HAPK
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A S E F
Demo
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Statistics & Results
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Apps leaking private information
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Safe Apps- 74
Total Apps = 80
6 Apps - Leaking private data
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IMIE number
phone number
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Bandwidth Usage
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Data usage - 3 min Test Cycle
bytes
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Aggressive Adware
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(No of Servers accessed) / App 3 min Test Cycle
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(Access-rate) / App 3 min Test Cycle
Threshold
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Ad Requests @ 1.333 req/sec
Aggressive Adware
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Permission mapping
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Permission distribution - 1000 game apps
Internet
Vibrate
Send SMS
Write Contacts
Read Contacts
mount/unmount filesystem
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Vulnerability Scanning
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0
20
40
60
80
No of Apps
No of total Apps No of Vulnerable Apps
75
Non-updated Android Apps
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0
20
40
60
80
No of Apps
No of total Apps No of Vulnerable Apps
75
12
A S E F Scan - Before updates
Adobe Flash PlayerMozilla Firefox
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0
20
40
60
80
No of Apps
No of total Apps No of Vulnerable Apps
75
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0
20
40
60
80
No of Apps
No of total Apps No of Vulnerable Apps
75
6
A S E F Scan - After updates
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Extending the Framework
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Installation mode
Launch mode
Activity mode
Uninstallation mode
stop - adb logcat
stop - tcpdump
start-timestamp
stop-timestamp
start - adb log
start - tcpdump
start - cmd line tool
stop - cmd line tool
Command line tools
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Extending the Framework
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Let’s solve problems....
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A S E F to scan an APP STORE
Protect & Promote
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A S E F in
Large Organizations
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THE NIGHT PHOENIX
Android APP
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ANDROID
NIGHT PHOENIX
apkzip
Extractor of A S E F
NIGHT PHOENIX & A S E F
A S E FServer
@ of .apk path
unzip
Package Manager
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NIGHT PHOENIX ??
Alarm Manager
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Who watches THE WATCHMEN
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Internet
Write externalstorage
THE NIGHT PHOENIX
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THE DARK PHOENIX
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It is just the beginning ........
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Next Generation of A S E F
Scalability - Load balancer module
Offline scanning - Crawler module
A S E F in cloud
Automated/Custom signature generation
Distinguishing updates - Security Fixes
UI reporting with correlated results and statistics
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Conclusion ?
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A S E F
Thank You
Twitter : @parth_84
email : [email protected]://code.google.com/p/asef/
https://community.qualys.com/blogs/securitylabs/2012/07/25/android-security-evaluation-framework--a-s-e-f