Research on third-party libraries in android apps: A taxonomy and systematic literature review

X Zhan, T Liu, L Fan, L Li, S Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Third-party libraries (TPLs) have been widely used in mobile apps, which play an essential
part in the entire Android ecosystem. However, TPL is a double-edged sword. On the one …

The dark side (-channel) of mobile devices: A survey on network traffic analysis

M Conti, QQ Li, A Maragno… - … surveys & tutorials, 2018 - ieeexplore.ieee.org
In recent years, mobile devices (eg, smartphones and tablets) have met an increasing
commercial success and have become a fundamental element of the everyday life for …

Service usage classification with encrypted internet traffic in mobile messaging apps

Y Fu, H Xiong, X Lu, J Yang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The rapid adoption of mobile messaging Apps has enabled us to collect massive amount of
encrypted Internet traffic of mobile messaging. The classification of this traffic into different …

Eavesdropping on {Fine-Grained} user activities within smartphone apps over encrypted network traffic

B Saltaformaggio, H Choi, K Johnson, Y Kwon… - 10th USENIX workshop …, 2016 - usenix.org
Smartphone apps have changed the way we interact with online services, but highly
specialized apps come at a cost to privacy. In this paper we will demonstrate that a passive …

Efficient privilege de-escalation for ad libraries in mobile apps

B Liu, B Liu, H Jin, R Govindan - Proceedings of the 13th annual …, 2015 - dl.acm.org
The proliferation of mobile apps is due in part to the advertising ecosystem which enables
developers to earn revenue while providing free apps. Ad-supported apps can be …

Rise of the planet of the apps: A systematic study of the mobile app ecosystem

T Petsas, A Papadogiannakis… - Proceedings of the …, 2013 - dl.acm.org
Mobile applications (apps) have been gaining rising popularity due to the advances in
mobile technologies and the large increase in the number of mobile users. Consequently …

Understanding the evolution of mobile app ecosystems: A longitudinal measurement study of google play

H Wang, H Li, Y Guo - The World Wide Web Conference, 2019 - dl.acm.org
The continuing expansion of mobile app ecosystems has attracted lots of efforts from the
research community. However, although a large number of research studies have focused …

Detecting third-party libraries in android applications with high precision and recall

Y Zhang, J Dai, X Zhang, S Huang… - 2018 IEEE 25th …, 2018 - ieeexplore.ieee.org
Third-party libraries are widely used in Android applications to ease development and
enhance functionalities. However, the incorporated libraries also bring new security & …

Samples: Self adaptive mining of persistent lexical snippets for classifying mobile application traffic

H Yao, G Ranjan, A Tongaonkar, Y Liao… - Proceedings of the 21st …, 2015 - dl.acm.org
We present SAMPLES: Self Adaptive Mining of Persistent LExical Snippets; a systematic
framework for classifying network traffic generated by mobile applications. SAMPLES …

Effective and real-time in-app activity analysis in encrypted internet traffic streams

J Liu, Y Fu, J Ming, Y Ren, L Sun, H Xiong - Proceedings of the 23rd …, 2017 - dl.acm.org
The mobile in-App service analysis, aiming at classifying mobile internet traffic into different
types of service usages, has become a challenging and emergent task for mobile service …