Tensorflow: A system for large-scale machine learning, Proceedings of the Twelfth USENIX Symposium on Operating Systems Design and Implementation, pp.265-283, 2016. ,
Forensic analysis of social networking applications on mobile devices, Digital Investigation, vol.9, pp.24-33, 2012. ,
A survey of privacy issues in digital forensics, International Journal of Cyber-Security and Digital Forensics, vol.1, issue.4, pp.311-323, 2012. ,
, Forensic analysis of WhatsApp Messenger on Android smartphones, Digital Investigation, vol.11, pp.201-213, 2014.
, , 2017.
, , vol.12, 2019.
, AutoHotkey Foundation, AutoHotkey (autohotkey.com), 2019.
, Theano: Deep learning on GPUs with Python, Proceedings of the BigLearning Workshop, vol.3, 2011.
Research toward a partially-automated and crime-specific digital triage process model, Computer and Information Science, vol.5, issue.2, pp.29-38, 2012. ,
, Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01433235
The application/json Media Type for JavaScript Object Notation (JSON), RFC, vol.4627, 2006. ,
Android Developer Manual, 2017. ,
, MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications, p.2017
A simple cost-effective framework for iPhone forensic analysis, Proceedings of the International Conference on Digital Forensics and Cyber Crime, pp.27-37, 2010. ,
Caffe: Convolutional architecture for fast feature embedding, Proceedings of the Twenty-Second ACM International Conference on Multimedia, pp.675-678, 2014. ,
, Keras Team, Keras: Deep Learning for Humans, GitHub (github. com/keras-team/keras), 2019.
Network forensics: Review, taxonomy and open challenges, Journal of Network and Computer Applications, pp.214-235, 2016. ,
ImageNet classification with deep convolutional neural networks, Communications of the ACM, vol.60, issue.6, pp.84-90, 2017. ,
E-Discovery in Digital Forensic Investigations, CAST Publication Number 32/14, Science and Technology, 2014. ,
Deep learning, Nature, vol.521, issue.7553, pp.436-444, 2015. ,
, libimobiledevice: A cross-platform software protocol library and tools to communicate with iOS devices natively (www.libimobiledevice.org), 2019.
Open NSFW Model, GitHub (github, 2017. ,
, iOS Forensic Analysis: For iPhone, iPad and iPod touch, 2010.
, Machine Learning: A Probabilistic Perspective, 2012.
Forensic analysis of the Android filesystem YAFFS2, Proceedings of the Ninth Australian Digital Forensics Conference, pp.100-109, 2011. ,
, Forensic Acquisition of Cloud Drives, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01758692
, Real-time digital forensics and triage, Digital Investigation, vol.10, pp.158-167, 2013.
Android digital forensics: Data, extraction and analysis, Proceedings of the ACM Turing 50th Celebration Conference -China, 2017. ,
Android TensorFlow Machine Learning Example, MindOrks Blog (blog.mindorks.com/android-tensorflow-mach ine-learning-example-ff0e9b2654cc, 2017. ,
Woman records horrific scene after boyfriend is fatally shot by police, 2016. ,
The Mobileak Project: Forensic methodology for mobile application privacy assessment, Proceedings of the International Conference on Internet Technology and Secured Transactions, pp.297-303, 2012. ,
, Boston bombing, 2013.
Rethinking the inception architecture for computer vision, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.2818-2826, 2016. ,
Cydia Impactor (cydia-app.com/cydia-impactor), 2019. ,
Introduction to TensorFlow Lite, 2018. ,