How machine learning changes the nature of cyberattacks on IoT networks: A survey

E Bout, V Loscri, A Gallais - IEEE Communications Surveys & …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has continued gaining in popularity and importance in everyday
life in recent years. However, this development does not only present advantages. Indeed …

A survey on sensor-based threats and attacks to smart devices and applications

AK Sikder, G Petracca, H Aksu… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Modern electronic devices have become “smart” as well as omnipresent in our day-to-day
lives. From small household devices to large industrial machines, smart devices have …

A survey on IoT platforms: Communication, security, and privacy perspectives

L Babun, K Denney, ZB Celik, P McDaniel… - Computer Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) redefines the way how commodity and industrial tasks
are performed every day. The integration of sensors, lightweight computation, and the …

A survey on security and privacy issues in modern healthcare systems: Attacks and defenses

AKMI Newaz, AK Sikder, MA Rahman… - ACM Transactions on …, 2021 - dl.acm.org
Recent advancements in computing systems and wireless communications have made
healthcare systems more efficient than before. Modern healthcare devices can monitor and …

A survey on device behavior fingerprinting: Data sources, techniques, application scenarios, and datasets

PMS Sánchez, JMJ Valero, AH Celdrán… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In the current network-based computing world, where the number of interconnected devices
grows exponentially, their diversity, malfunctions, and cybersecurity threats are increasing at …

物联网安全研究综述: 威胁, 检测与防御

杨毅宇, 周威, 赵尚儒, 刘聪, 张宇辉, 王鹤… - 通信 …, 2021 - infocomm-journal.com
基于近5 年网安国际会议(ACM CCS, USENIX Security, NDSS, IEEE S&P)
中发表的物联网安全文献, 以及其他部分高水平研究工作, 从威胁, 检测, 防御的视角对物联网 …

Post-quantum era privacy protection for intelligent infrastructures

L Malina, P Dzurenda, S Ricci, J Hajny… - IEEE …, 2021 - ieeexplore.ieee.org
As we move into a new decade, the global world of Intelligent Infrastructure (II) services
integrated into the Internet of Things (IoT) are at the forefront of technological advancements …

Iot device identification using deep learning

J Kotak, Y Elovici - … Conference on Computational Intelligence in Security …, 2021 - Springer
The growing use of IoT devices in organizations has increased the number of attack vectors
available to attackers due to the less secure nature of the devices. The widely adopted bring …

Blocking without breaking: Identification and mitigation of non-essential iot traffic

AM Mandalari, DJ Dubois, R Kolcun… - arXiv preprint arXiv …, 2021 - arxiv.org
Despite the prevalence of Internet of Things (IoT) devices, there is little information about the
purpose and risks of the Internet traffic these devices generate, and consumers have limited …

PFirewall: Semantics-aware customizable data flow control for smart home privacy protection

H Chi, Q Zeng, X Du, L Luo - arXiv preprint arXiv:2101.10522, 2021 - arxiv.org
Internet of Things (IoT) platforms enable users to deploy home automation applications.
Meanwhile, privacy issues arise as large amounts of sensitive device data flow out to IoT …