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In this work, we defined an attack vector for networks utilizing the Internet of Medical Things (IoMT) devices and compute the probability distribution of IoMT security threats based on Markov chain and Common Vulnerability Scoring System…

Cryptography and Security · Computer Science 2021-04-26 Maha Ali Allouzi , Javed I. Khan

Intimate partner violence (IPV) is an urgent, prevalent, and under-detected public health issue. We present machine learning models to assess patients for IPV and injury. We train the predictive algorithms on radiology reports with 1) IPV…

Computers and Society · Computer Science 2024-12-17 Irene Y. Chen , Emily Alsentzer , Hyesun Park , Richard Thomas , Babina Gosangi , Rahul Gujrathi , Bharti Khurana

The integration of AI/ML into medical devices is rapidly transforming healthcare by enhancing diagnostic and treatment facilities. However, this advancement also introduces serious cybersecurity risks due to the use of complex and often…

As technology advances towards more connected and digital environments, medical devices are becoming increasingly connected to hospital networks and to the Internet, which exposes them, and thus the patients using them, to new cybersecurity…

Cryptography and Security · Computer Science 2020-02-18 Tom Mahler , Yuval Elovici , Yuval Shahar

The adoption of machine-learning-enabled systems in the healthcare domain is on the rise. While the use of ML in healthcare has several benefits, it also expands the threat surface of medical systems. We show that the use of ML in medical…

Cryptography and Security · Computer Science 2024-04-15 Mohammed Elnawawy , Mohammadreza Hallajiyan , Gargi Mitra , Shahrear Iqbal , Karthik Pattabiraman

Intimate partner violence (IPV) is often studied as a problem that predominantly affects younger women. However, studies show that older women are also frequently victims of abuse even though the physical effects of abuse are harder to…

ICS environments are vital to the operation of critical infrastructure such as power grids, water treatment facilities, and manufacturing plants. However, these systems are vulnerable to cyber attacks due to their reliance on interconnected…

Cryptography and Security · Computer Science 2024-12-02 Can Ozkan , Dave Singelee

The continued integration of technology into all aspects of society stresses the need to identify and understand the risk associated with assimilating new technologies. This necessity is heightened when technology is used for medical…

Cryptography and Security · Computer Science 2017-09-18 Patrick Luckett , J Todd McDonald , William Bradley Glisson

Cybersecurity threats are increasingly marked by interdependence, uncertainty, and evolving complexity challenges that traditional assessment methods such as CVSS, STRIDE, and attack trees fail to adequately capture. This paper reviews the…

Cryptography and Security · Computer Science 2025-05-15 Sangita Sridar

Technology-facilitated abuse (TFA) is a pervasive form of intimate partner violence (IPV) that leverages digital tools to control, surveil, or harm survivors. While tech clinics are one of the reliable sources of support for TFA survivors,…

Human-Computer Interaction · Computer Science 2026-02-23 Vijay Prakash , Majed Almansoori , Donghan Hu , Rahul Chatterjee , Danny Yuxing Huang

Recent years have witnessed a boom of connected medical devices, which brings security issues in the meantime. Medical imaging devices, an essential part of medical cyber-physical systems, play a vital role in modern hospitals and are often…

Cryptography and Security · Computer Science 2020-01-07 Zhiqiang Wang , Pingchuan Ma , Xiaoxiang Zou , Tao Yang

Integrating Internet of Things (IoT) devices in healthcare has revolutionized patient care, offering improved monitoring, diagnostics, and treatment. However, the proliferation of these devices has also introduced significant cybersecurity…

Cryptography and Security · Computer Science 2025-01-22 Zag ElSayed , Ahmed Abdelgawad , Nelly Elsayed

The Internet of Medical Things (IoMT) has the potential to radically improve healthcare by enabling real-time monitoring, remote diagnostics, and AI-driven decision making. However, the connectivity, embedded intelligence, and inclusion of…

Cryptography and Security · Computer Science 2025-07-29 Suman Deb , Emil Lupu , Emm Mic Drakakis , Anil Anthony Bharath , Zhen Kit Leung , Guang Rui Ma , Anupam Chattopadhyay

Purpose: Used extensively in the diagnosis, treatment, and prevention of disease, Medical Imaging Devices (MIDs), such as Magnetic Resonance Imaging (MRI) or Computed Tomography (CT) machines, play an important role in medicine today. MIDs…

Cryptography and Security · Computer Science 2018-02-28 Tom Mahler , Nir Nissim , Erez Shalom , Israel Goldenberg , Guy Hassman , Arnon Makori , Itzik Kochav , Yuval Elovici , Yuval Shahar

This paper presents a verification-based methodology to validate the model of personalized health conditions. The model identifies the values that may result in unsafe, un-reachable, in-exhaustive, and overlapping states that otherwise…

Software Engineering · Computer Science 2022-07-26 Najma Taimoor , Semeen Rehman

As device interconnectivity and ubiquitous computing continues to proliferate healthcare, the Medical Internet of Things (MIoT), also well known as the, Internet of Medical Things (IoMT) or the Internet of Healthcare Things (IoHT), is…

Computers and Society · Computer Science 2019-08-05 George W. Jackson, , Shawon Rahman

Intimate Partner Infiltration (IPI)--a type of Intimate Partner Violence (IPV) that typically requires physical access to a victim's device--is a pervasive concern around the world, often manifesting through digital surveillance, control,…

Cryptography and Security · Computer Science 2025-06-13 Weisi Yang , Shinan Liu , Feng Xiao , Nick Feamster , Stephen Xia

The integration of the Internet of Medical Things (IoMT) into healthcare systems has transformed patient care by enabling real-time monitoring, enhanced diagnostics, and enhanced operational efficiency. However, this increased connectivity…

Cryptography and Security · Computer Science 2025-09-19 Ramazan Yener , Muhammad Hassan , Masooda Bashir

The Internet of Medical Things (IoMT) offers a promising solution to improve patient health and reduce human error. Wearable smart infusion pumps that accurately administer medication and integrate with electronic health records are an…

Cryptography and Security · Computer Science 2023-12-14 Yas Vaseghi , Behnaz Behara , Mehdi Delrobaei

Smart home devices have brought us many benefits such as advanced security, convenience, and entertainment. However, these devices also have made unintended consequences like giving ultimate power for devices' owners over their intimate…

Cryptography and Security · Computer Science 2021-05-31 Ahmed Alshehri , Malek Ben Salem , Lei Ding
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