Network intrusion detection for IoT security based on learning techniques

N Chaabouni, M Mosbah, A Zemmari… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Pervasive growth of Internet of Things (IoT) is visible across the globe. The 2016 Dyn
cyberattack exposed the critical fault-lines among smart networks. Security of IoT has …

Edge computing security: State of the art and challenges

Y Xiao, Y Jia, C Liu, X Cheng, J Yu… - Proceedings of the …, 2019 - ieeexplore.ieee.org
The rapid developments of the Internet of Things (IoT) and smart mobile devices in recent
years have been dramatically incentivizing the advancement of edge computing. On the one …

Dangerous skills: Understanding and mitigating security risks of voice-controlled third-party functions on virtual personal assistant systems

N Zhang, X Mi, X Feng, XF Wang… - 2019 IEEE Symposium …, 2019 - ieeexplore.ieee.org
Virtual personal assistants (VPA)(eg, Amazon Alexa and Google Assistant) today mostly rely
on the voice channel to communicate with their users, which however is known to be …

Healthguard: A machine learning-based security framework for smart healthcare systems

AKMI Newaz, AK Sikder, MA Rahman… - … conference on social …, 2019 - ieeexplore.ieee.org
The integration of Internet-of-Things and pervasive computing in medical devices have
made the modern healthcare system “smart.” Today, the function of the healthcare system is …

Droidevolver: Self-evolving android malware detection system

K Xu, Y Li, R Deng, K Chen, J Xu - 2019 IEEE European …, 2019 - ieeexplore.ieee.org
Given the frequent changes in the Android framework and the continuous evolution of
Android malware, it is challenging to detect malware over time in an effective and scalable …

Aegis: A context-aware security framework for smart home systems

AK Sikder, L Babun, H Aksu, AS Uluagac - Proceedings of the 35th …, 2019 - dl.acm.org
Our everyday lives are expanding fast with the introduction of new Smart Home Systems
(SHSs). Today, a myriad of SHS devices and applications are widely available to users and …

Real-time analysis of privacy-(un) aware IoT applications

L Babun, ZB Celik, P McDaniel, AS Uluagac - arXiv preprint arXiv …, 2019 - arxiv.org
Users trust IoT apps to control and automate their smart devices. These apps necessarily
have access to sensitive data to implement their functionality. However, users lack visibility …

A context-aware framework for detecting sensor-based threats on smart devices

AK Sikder, H Aksu, AS Uluagac - IEEE Transactions on Mobile …, 2019 - ieeexplore.ieee.org
Sensors (eg, light, gyroscope, and accelerometer) and sensing-enabled applications on a
smart device make the applications more user-friendly and efficient. However, the current …

Blinded and confused: uncovering systemic flaws in device telemetry for smart-home internet of things

TJ OConnor, W Enck, B Reaves - … of the 12th Conference on Security …, 2019 - dl.acm.org
The always-on, always-connected nature of smart home devices complicates Internet-of-
Things (IoT) security and privacy. Unlike traditional hosts, IoT devices constantly send …

A security monitoring system for internet of things

V Casola, A De Benedictis, A Riccio, D Rivera… - Internet of Things, 2019 - Elsevier
The wide adoption of the Internet of Things (IoT) paradigm in several application domains
has raised new security issues, which should be carefully taken into account to achieve a …