Enhancing network forensics with particle swarm and deep learning: The particle deep framework

N Koroniotis, N Moustafa - arXiv preprint arXiv:2005.00722, 2020 - arxiv.org
The popularity of IoT smart things is rising, due to the automation they provide and its effects
on productivity. However, it has been proven that IoT devices are vulnerable to both well …

An enhanced blockchain-based IoT digital forensics architecture using fuzzy hash

WA Mahrous, M Farouk, SM Darwish - IEEE Access, 2021 - ieeexplore.ieee.org
Due to businesses' growing use of IoT services in their day-to-day operations and the
increased use of smart devices, digital forensic investigations involving such systems will …

A holistic forensic model for the internet of things

L Sadineni, E Pilli, RB Battula - Advances in Digital Forensics XV: 15th IFIP …, 2019 - Springer
The explosive growth of the Internet of Things offers numerous innovative applications such
as smart homes, e-healthcare, smart surveillance, smart industries, smart cities and smart …

A system-level behavioral detection framework for compromised CPS devices: Smart-grid case

L Babun, H Aksu, AS Uluagac - ACM Transactions on Cyber-Physical …, 2019 - dl.acm.org
Cyber-Physical Systems (CPS) play a significant role in our critical infrastructure networks
from power-distribution to utility networks. The emerging smart-grid concept is a compelling …

CMD: co-analyzed iot malware detection and forensics via network and hardware domains

Z Zhao, Z Li, J Yu, F Zhang, X Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the widespread use of Internet of Things (IoT) devices, malware detection has become
a hot spot for both academic and industrial communities. Existing approaches can be …

IoT Forensic Frameworks (DFIF, IoTDOTS, FSAIoT): A Comprehensive Study

MA Hassan, G Samara, MA Fadda - arXiv preprint arXiv:2203.15705, 2022 - arxiv.org
In the Internet of Things, millions of electronic items, including automobiles, smoke alarms,
watches, eyeglasses, webcams, and other devices, are now connected to the Internet (IoT) …

[PDF][PDF] Designing an effective network forensic framework for the investigation of botnets in the Internet of Things

N Koroniotis - 2020 - unsworks.unsw.edu.au
In recent times, the world has come to rely greatly on the Internet and the services that it
provides. As such, it should come as no surprise that innovations that harness the …

Iot anomaly detection via device interaction graph

J Wang, Z Li, M Sun, B Yuan… - 2023 53rd Annual IEEE …, 2023 - ieeexplore.ieee.org
With diverse functionalities and advanced platform applications, Internet of Things (IoT)
devices extensively interact with each other, and these interactions govern the legitimate …

Designing a Forensic-Ready Wi-Fi Access Point for the Internet of Things

F Palmese, AEC Redondi… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Recent advances in the Internet of Things are leading to a proliferation of smart devices in
our daily life. Having so many connected devices around us potentially introduces new …

Sniffmislead: Non-intrusive privacy protection against wireless packet sniffers in smart homes

X Liu, Q Zeng, X Du, SL Valluru, C Fu, X Fu… - Proceedings of the 24th …, 2021 - dl.acm.org
With the booming deployment of smart homes, concerns about user privacy keep growing.
Recent research has shown that encrypted wireless traffic of IoT devices can be exploited by …