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      Celebrating 65 years of The Computer Journal - free-to-read perspectives - bcs.org/tcj65

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      Mobile devices forensic platform for malware detection

      Published
      proceedings-article
      Author(s): , , , , ,
      Publication date (Print):
      Conference name: 6th International Symposium for ICS & SCADA Cyber Security Research 2019 (ICS-CSR)
      Conference theme: Cyber Security Research
      Conference date: 10th-12th September 2019
      Keywords: Malware, mobile terminal, forensic tools, security
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            Abstract

            Nowadays, there is an unprecedented demand for mobile devices. Therefore, their number has increased in time, along with multiple possibly malicious activities which can be performed by or through these devices. The biggest issue is that most of them are not easily detectable or cannot be detected at all. This paper aims to present a platform developed precisely for the detection of malware that has not been prevented infecting the mobile device. By firstly analyzing the multiple tools that exist nowadays against malware, a selection of the best available ones was made in order to be implemented in the proposed system. The designed software platform integrates, in a unitary manner, the malware analysis techniques used nowadays for the existing mobile terminals, but also having the purpose of enhancing their security levels.

            Content

            Author and article information

            Contributors
            George Suciu
            Cristiana-Ioana Istrate
            Ruxandra Ioana Răducanu
            Maria-Cristina Diţu
            Octavian Fratu
            Alexandru Vulpe
            Conference
            Publication date: September 2019
            Publication date (Print): September 2019
            Pages: 59-66
            Affiliations
            [0001]BEIA Consult International

            Bucharest, Romania
            [0002]University Politehnica of Bucharest

            Bucharest, Romania
            Article
            DOI: 10.14236/ewic/icscsr19.8
            SO-VID: 4f6d7afb-c255-41f5-8a1b-5eaa2b1da16f
            Copyright © © George Suciu et al. Published by BCS Learning and Development Ltd. 6th International Symposium for ICS & SCADA Cyber Security Research 2019
            License:

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Conference name: 6th International Symposium for ICS & SCADA Cyber Security Research 2019
            Conference acronym: ICS-CSR
            Conference number: 6
            Conference location: Athens, Greece
            Conference date: 10th-12th September 2019
            Conference sponsor: Electronic Workshops in Computing (eWiC)
            Conference theme: Cyber Security Research
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/icscsr19.8
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Series title: Electronic Workshops in Computing

            ScienceOpen disciplines: Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Keywords: security,forensic tools,mobile terminal,Malware

            REFERENCES

            1. 2018 DroidDetector: a traffic-based platform to detect android malware using machine learning Third International Workshop on Pattern Recognition [Cross Ref]

            2. 2017 HEMD: a highly efficient random forest-based malware detection framework for Android Neural Computing and Applications 30 11 3353 3361 [Cross Ref]

            3. 2018 Attack Detection Application with Attack Tree for Mobile System using Log Analysis Mobile Networks and Applications 24 1 184 192 [Cross Ref]

            4. 2016 Cyber Forensic Tools: A Review International Journal of Engineering Trends and Technology 41 5 266 271

            5. 2015 Forensic Acquisitions of WhatsApp Data on Popular Mobile Platforms 2015 Sixth International Conference on Emerging Security Technologies (EST) [Cross Ref]

            6. Reveal the Truth Retrieved May 4 2019 from https://www.blackbagtech.com/

            7. Empowering Collection to Analysis Excellence Retrieved May 4 2019 from http://accessdata.com/

            8. Most Trusted Endpoint Detection & Response Solution Retrieved May 4 2019 from https://www.guidancesoftware.com/

            9. Magnet AXIOM - Digital Investigation Platform May 4 2019 from https://www.magnetforensics.com/products/magnet-axiom/

            10. Paraben Device Seizure May 4 2019 from https://www.sciencedirect.com/topics/computer-science/paraben-device-seizure

            11. Forensic Solutions May 4 2019 from https://www.mobiledit.com/forensic-solutions

            12. Retrieved May 6 2019 from https://belkasoft.com/ec

            13. The Pioneers of Mobile Forensics May 6 2019 from https://www.msab.com/

            14. Retrieved May 7 2019 from https://www.sleuthkit.org/autopsy/

            15. DEFT - A DFIR Toolkit Retrieved May 10 2019 from http://www.deftlinux.net/

            16. Welcome · Santoku Linux Retrieved May 10 2019 from https://santoku-linux.com/

            17. C.A.IN.E. Retrieved May 10 2019 from http://www.caine-live.net/

            18. PALADIN Retrieved May 11 2019 from https://sumuri.com/software/paladin/

            19. [MobiSec] Mobile Security Testing Live Environment Retrieved May 14 2019 from https://www.kitploit.com/2014/03/mobisec-mobile-security-testing-live.html

            20. What is Bro? [Overview and Resources] 2018 June 6 May 12 2019 from https://bricata.com/blog/what-is-bro-ids/

            21. maltrail - Malicious Traffic Detection System Retrieved May 12 2019 from https://www.darknet.org.uk/2017/06/maltrail-malicious-traffic-detection-system/

            22. Android Penetration Tools Walkthrough Series: MobSF 2019 March 11 May 11 2019 from https://resources.infosecinstitute.com/android-penetration-tools-walkthrough-series-mobsf/#gref

            23. CuckooDroid Book Retrieved May 11 2019 from https://cuckoo-droid.readthedocs.io/en/latest/

            24. Docker Enterprise Container Platform Retrieved May 8 2019 from https://www.docker.com/products/docker-enterprise

            25. About Retrieved May 9 2019 from https://www.postgresql.org/about/

            26. Open-Source Virtualization Platform Retrieved May 11 2019 from https://www.proxmox.com/en/proxmox-ve

            27. What is Kubernetes Retrieved May 11 2019 from https://kubernetes.io/docs/concepts/overview/what-is-kubernetes/

            28. What’s LXC? Retrieved May 10 2019 from https://linuxcontainers.org/lxc/introduction/

            29. Apache Kafka Retrieved May 9 2019 from http://kafka.apache.org/

            30. Elasticsearch Retrieved May 9 2019 from https://www.elastic.co/products/elasticsearch

            31. The Zeek Network Security Monitor Retrieved May 11 2019 from https://www.bro.org/

            32. 2019 May 4 stamparm/maltrail. Retrieved May 11 2019 from https://github.com/stamparm/maltrail

            33. idanr1986 2017 July 25 idanr1986/cuckoo-droid Retrieved May 11 2019 from https://github.com/idanr1986/cuckoo-droid

            34. MobSF 2019 May 4 MobSF/Mobile-Security-Framework-MobSF Retrieved May 11 2019 from https://github.com/MobSF/Mobile-Security-Framework-MobSF

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