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 …

Investigating the security threats on networked medical devices

D Zaldivar, AT Lo'Ai, F Muheidat - 2020 10th annual computing …, 2020 - ieeexplore.ieee.org
This paper explores the cyber security threat of Implanted Medical Devices. The widely use
of Internet of Thing capable devices in healthcare like pacemakers, infusion pumps, and …

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 …

Cybersecurity metrics for enhanced protection of healthcare IT systems

Y Ahmed, S Naqvi, M Josephs - 2019 13th International …, 2019 - ieeexplore.ieee.org
Cybersecurity incidents are on the rise in the health-care sector and it is becoming a
growing concern for the senior executives. The attack surface is expanding due to the large …

Counter measuring conceivable security threats on smart healthcare devices

SM Muzammal, MA Shah, HA Khattak, S Jabbar… - IEEE …, 2018 - ieeexplore.ieee.org
Smart devices, the carriers of a huge amount of private, sensitive and confidential data are
pervasive in today's world with innovative and enhanced functionalities. Smartphones have …

Federated transfer learning-based ids for the internet of medical things (iomt)

Y Otoum, Y Wan, A Nayak - 2021 IEEE Globecom Workshops …, 2021 - ieeexplore.ieee.org
The Internet of Medical Things (IoMT) is a set of medical devices and applications that
connect to healthcare systems through the Internet. Those devices are equipped with …

An intrusion detection system for internet of medical things

G Thamilarasu, A Odesile, A Hoang - IEEE Access, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is making strong advances in healthcare with the promise of
transformation in technological, social and economic prospects, paving the way for a healthy …

MedMon: Securing medical devices through wireless monitoring and anomaly detection

M Zhang, A Raghunathan… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Rapid advances in personal healthcare systems based on implantable and wearable
medical devices promise to greatly improve the quality of diagnosis and treatment for a …

[PDF][PDF] Performance analysis of flow-based attacks detection on CSE-CIC-IDS2018 dataset using deep learning

RI Farhan, AT Maolood, NF Hassan - Indones. J. Electr. Eng …, 2020 - researchgate.net
The emergence of the internet of things (IOT) as a result of the development of the
communications system has made the study of cyber security more important. Day after day …

Intrusion traffic detection and characterization using deep image learning

G Kaur, AH Lashkari, A Rahali - … , Intl Conf on Cloud and Big …, 2020 - ieeexplore.ieee.org
The security community has witnessed an unprecedented upsurge in cyber attacks in recent
years. These attacks have proved to be successful in achieving their catastrophic objectives …