Peek-a-boo: I see your smart home activities, even encrypted!

A Acar, H Fereidooni, T Abera, AK Sikder… - Proceedings of the 13th …, 2020 - dl.acm.org
A myriad of IoT devices such as bulbs, switches, speakers in a smart home environment
allow users to easily control the physical world around them and facilitate their living styles …

G-ids: Generative adversarial networks assisted intrusion detection system

MH Shahriar, NI Haque, MA Rahman… - 2020 IEEE 44th …, 2020 - ieeexplore.ieee.org
The boundaries of cyber-physical systems (CPS) and the Internet of Things (IoT) are
converging together day by day to introduce a common platform on hybrid systems …

Adversarial attacks to machine learning-based smart healthcare systems

AKMI Newaz, NI Haque, AK Sikder… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
The increasing availability of healthcare data requires accurate analysis of disease
diagnosis, progression, and real-time monitoring to provide improved treatments to the …

Heka: A novel intrusion detection system for attacks to personal medical devices

AKMI Newaz, AK Sikder, L Babun… - 2020 IEEE Conference …, 2020 - ieeexplore.ieee.org
Modern Smart Health Systems (SHS) involve the concept of connected personal medical
devices. These devices significantly improve the patient's lifestyle as they permit remote …

Kratos: Multi-user multi-device-aware access control system for the smart home

AK Sikder, L Babun, ZB Celik, A Acar, H Aksu… - Proceedings of the 13th …, 2020 - dl.acm.org
In a smart home system, multiple users have access to multiple devices, typically through a
dedicated app installed on a mobile device. Traditional access control mechanisms consider …

Z-iot: Passive device-class fingerprinting of zigbee and z-wave iot devices

L Babun, H Aksu, L Ryan, K Akkaya… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
In addition to traditional networking devices (eg, gateways, firewalls), current corporate and
industrial networks integrate resource-limited Internet of Things (IoT) devices like smart …

Context-aware autonomous security assertion for industrial IoT

U Tariq, AO Aseeri, MS Alkatheiri, Y Zhuang - IEEE Access, 2020 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) platform consists of purpose-driven communication
controllers, enterprise-grade modems (routers and gateways), and edge computing systems …

HDMI-watch: Smart intrusion detection system against HDMI attacks

LP Rondon, L Babun, K Akkaya… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The High Definition Multimedia Interface (HDMI) is the backbone and the de-facto standard
for Audio/Video connections between video-enabled devices. Today, nearly ten billion HDMI …

" Is your Smart Home a Secure Home?"-Analysis of Smart Home Breaches and an Approach for Vulnerability Analysis and Device Isolation

G Dorai, EA Williams, H Chi… - 2020 IEEE 6th World …, 2020 - ieeexplore.ieee.org
Smart devices are becoming quite popular and many homes all around the world have
started using such devices. Smart devices are used for various purposes: home security …

Context-aware anomaly detection for the distributed data validation network in industry 4.0 environments

K Wallis, F Schillinger, E Backmund… - 2020 Fourth World …, 2020 - ieeexplore.ieee.org
In the Industry 4.0 context, especially when considering large factories producing costly
goods, monitoring sensor values is important to ensure high quality. This reduces large …