i want to detect malware in android based on network traffic analysis also.
can any one suggest me that which method i should use to detect malware samples which sent encrypted traffic to its remote server.
# Behavioral Analysis
# Hybrid Analysis using Static and Dynamic
# Taint Analysis
# Device and App Collusion
# Regression Based Analysis
# Permission Based Analysis
# Honey Pot Based Analysis (Intrusion Detection)
You can also refer my paper's as:
https://www.researchgate.net/publication/318409637_AndroTaint_An_efficient_android_malware_detection_framework_using_dynamic_taint_analysis
https://www.researchgate.net/publication/301234168_Anti-Hijack_Runtime_Detection_of_Malware_Initiated_Hijacking_in_Android?_iepl%5BviewId%5D=wId8KRyXCw3y2r9MNYTvcGu5&_iepl%5BprofilePublicationItemVariant%5D=default&_iepl%5Bcontexts%5D%5B0%5D=prfpi&_iepl%5BtargetEntityId%5D=PB%3A301234168&_iepl%5BinteractionType%5D=publicationTitle
http://ieeexplore.ieee.org/document/7976989/
http://www.sciencedirect.com/science/article/pii/S1877050916001071
Conference Paper AndroTaint: An efficient android malware detection framework...
Conference Paper Anti-Hijack: Runtime Detection of Malware Initiated Hijackin...
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