The document summarizes the findings of a research report on vulnerabilities in FHIR APIs. The research tested three production FHIR APIs serving 48 apps and was able to access over 4 million patient and clinician records with a single patient login due to widespread authorization vulnerabilities. While EHR provider systems had good security, vulnerabilities became systemic in third-party clinical data aggregators and mobile apps allowing unauthorized access to EHR data. The report provides recommendations to regulators, API owners, and app developers to improve security practices and adopt API shielding solutions to prevent exploitation and data leakage.
This document discusses securing healthcare mobile applications in compliance with HIPAA regulations. It covers topics like common mobile security threats, weaknesses in mobile apps, best practices for securing apps, and HIPAA technical, administrative and physical safeguards for mobile devices. The document is intended to introduce measures to develop secure healthcare apps that protect electronic protected health information on mobile platforms.
In today's digital age, mobile applications have become invaluable tools for patients, healthcare experts, and related institutions medical applications can maintain patient care through improved efficiency and access significantly.
Mobile Banking Security: Challenges, SolutionsCognizant
油
With the proliferation of online mobile banking services, security is a key issue. We offer a primer on security challenges and applicable controls/remedies. This includes solutions such as Trusteer Mobile SDK, Arxon's EnsureIT and Dexguard.
apidays LIVE New York 2021 - Playing with FHIR without getting burned by Dav...apidays
油
apidays LIVE New York 2021 - API-driven Regulations for Finance, Insurance, and Healthcare
July 28 & 29, 2021
Playing with FHIR without getting burned
David Stewart, CEO at Approov
HIPAA Compliance Testing In Software Applications.pdfZoe Gilbert
油
Read this article to gain a basic understanding of the significance of HIPPA compliance for the healthcare industry.
Our healthcare testing services acknowledges the challenges, consider ways to give patients more control over their health information, and implement security measures to guarantee that the privacy of patient information is safeguarded by healthcare practitioners and others.
Understanding Cybersecurity in Medical Devices and ApplicationsEMMAIntl
油
One of the major pillars of the current Industry 4.0 is Automation. Indeed, technology is intervening in almost every domain to automate the workforce and make human life easier and better. In the present age, machines are getting integrated with the Internet of Things, Cloud Computing, and Artificial Intelligence with the data flow being transferred and processed via the Internet. These changes indeed catalyze the overall productivity, but also expose data to the public
domains.
In cases of continuous data transfers and exposition, Cybersecurity becomes a pivotal element where it not only protects the data but also proactively provides mechanisms to defend against malicious attacks and malware. In the case of medical devices that include sensitive medical data flows and software-controlled hardware devices like heart implants or Continuous Glucose Monitoring (CGM) devices, Cybersecurity becomes an important factor for contributing towards system safety and quality...
The Electronic Health Record (EHR) is a longitudinal electronic record of patient health
information generated by one or more encounters in any care delivery setting. Included in this
information are patient demographics, progress notes, problems, medications, vital signs, past
medical history, immunizations, laboratory data, and radiology reports. The EHR automates and
streamlines the clinician's workflow. The EHR has the ability to generate a complete record of a
clinical patient encounter, as well as supporting other care-related activities directly or indirectly
via interface including evidence-based decision support, quality management, and outcomes
reporting.
The healthcare industry is undergoing a transformative shift, driven by the integration of advanced technologies. Among these innovations, remote patient monitoring software development is leading the charge, enabling healthcare providers to deliver proactive, patient-centered care.
7 Best Practices for Secure API Development .pdfchrisbrown798789
油
Shemon Software Solution specializes in Customized Marketing Solutions, offering tailored digital marketing strategies to enhance brand visibility and drive business growth.
7 Best Practices for Secure API Development .docxchrisbrown798789
油
Shemon Software Solution specializes in Customized Marketing Solutions, offering tailored digital marketing strategies to enhance brand visibility and drive business growth.
The method for HIPAA-compliant app development is distinct from others. Like other industries, the Healthcare & Medical sector should have digital maturity.
For digital maturity, a mobile-based app is essential. It also provides accessibility to the users. And its also one of the many areas in the evolution chain needed for digital transformation.
The document discusses how open source software is driving innovation in healthcare. It provides examples of how open source platforms are being used to develop electronic health records, enable telehealth, and create apps. The NHS's Code4Health initiative aims to create an ecosystem where clinicians can collaborate to build and share open source solutions. While open source provides benefits, managing third-party code requires processes to ensure quality, security, and intellectual property compliance.
THE FDA and Medical Device Cybersecurity GuidancePam Gilmore
油
The document discusses the FDA's guidance on medical device cybersecurity. It outlines that the FDA's scope goes beyond HIPAA and includes risk analysis for devices and networks. Researchers identified vulnerabilities in 300 medical devices in 2013. The FDA issued a safety communication in 2013 calling for cybersecurity safeguards for devices and networks. A risk analysis model for devices includes privacy, availability, authentication, integrity, non-repudiation and safety factors. Manufacturers must now include cybersecurity risk analyses and protections in device design submissions to the FDA and disclose security features through an industry standard form. Intrusion detection aims to identify unauthorized access attempts and advanced persistent threats can be detected through Splunk monitoring of foreign access attempts.
This presentation is intended for the customer facing risk managers, sales staff, and IT staff of a medical device manufacturer and their medical doctors and IT hospital and clinical counterparts.
It is intended to give an overview and highlight process considerations for incident management and reporting of cybersecurity issues.
It is based on the technical paper published by Pam Gilmore and Valdez Ladd in the ISSA Journal in 2014.
RapidValue White Paper on Regulations and compliance for enterprise mHealth a...Nageena Vijayan
油
Healthcare organizations and software firms looking to make investments in mobile applications need to assess implications of HIPAA and FDA in order to protect patient health information and
ensure compliances are met. This document outlines some of the key evaluation criteria on regulations and security considerations in healthcare sector that need to be addressed while
implementing mobility applications.
Health Insurance Software Development: Processes, Costs, and TipsLucy Zeniffer
油
Health insurance software development involves creating platforms that streamline policy management, claims processing, and customer service. The process includes defining requirements, designing user-friendly interfaces, and ensuring regulatory compliance. Costs vary based on features and complexity, typically ranging from $50,000 to $500,000. To succeed, focus on user needs, prioritize data security, and choose an experienced development team.
Mobile App Security: Best Practices for Protecting User DataJohnParker598570
油
In the current creator-dependent world, application security on mobile devices has never been more significant. The developers of mobile applications should ensure enhanced security since cyber threats are rapidly changing. At TechoSquare, we not only design feature-rich, user-friendly mobile apps but also implement best practices in mobile app security to protect user information and build trust. In this blog, we'll discuss essential security practices that need to be integrated during the mobile app development process to ensure effective user data protection.
Quickly made presentation in two hours
Security Risk Management in Healthcare on Cloud using NIST guidelines
More details: (blog: http://sandyclassic.wordpress.com ,
linkedin: ie.linkedin.com/in/sandepsharma/)
Privacy and security considerations for remote patient monitoring appsHealth Wealth Safe
油
As more people turn to remote patient monitoring apps for their healthcare needs, we at Health Wealth Safe are proud to ensure that your privacy and security is our top priority. Our advanced technology allows us to provide a secure platform for all your medical data, so you can rest assured that your information is safe with us.
Visit - https://www.healthwealthsafe.com/remote-patient-monitoring/
Protecting Privacy, Security and Patient Safety in mHealthTAOklahoma
油
This document discusses privacy, security, and safety considerations for using mobile health (mHealth) technologies. It outlines regulations from HIPAA, NIST, FDA, and other organizations regarding protecting electronic protected health information (EPHI) on mobile devices. Key risks include data breaches from lost or stolen devices, and vulnerabilities from device networks. Recommended mitigations include encryption, device authentication, and mobile device management policies. The document also addresses patient safety issues from usability of mobile health apps and technologies.
Guide to Develop a Healthcare App Like Epic Systems Corporation.pdfMariaMurphy57
油
One such trailblazer in the realm of healthcare technology is Epic Systems Corporation, renowned for its innovative healthcare software solutions.
Visit: https://www.quytech.com/healthcare-app-development.php
Tips for creating Effective & HIPPA compliant mobile.pptxMyAppGurus
油
"
MyAppGurus is best mobile app development company, offering App Development Services globally, Having dedicated and expert mobile app development team to design your app.
MyAppGurus works with a team excelling for years in the field of mobile application development. The name of the organization truly justifies its worth. With the experience in diverse industries, we have developed all round knowledge about different businesses.
The enthusiastic developers are dedicated to specific clients. Thus, the clients receive, in and out focus of the development team. Our association with clients has always been pleasant and successful. Keeping Agile technology in the picture, the engineers have proved to scale forward with time.
Over the years we have evolved from being a software development company to envisioning . Having made over 100+ mobile apps, MyAppGurus has made it possible to work with different clientele. "
Constructing a HIPAA-compliant healthcare app from scratchTechugo
油
However, the protection of digitally stored data is essential. Thats where the Health Insurance Portability and Accountability Act, or HIPAA compliance, occurs. For every entrepreneur wanting to develop their own healthcare application, it is essential to understand this act clearly.
So, ensure to read throughout the post.
This document discusses mHealth and mobile applications for healthcare. It provides examples of several mHealth apps, including:
1) My Healthy World, a social/community healthcare app for tablets that allows sharing and tracking health metrics.
2) Courtagen, a mobile app for physicians that allows ordering and tracking genetic diagnostic tests in a secure and HIPAA-compliant way.
3) Several other apps discussed including ones for managing care through provider directories, refilling prescriptions, and gathering hospital information.
The document also discusses key trends in mHealth like data analytics, compliance with HIPAA, and opportunities in mobilizing healthcare professionals and patients.
Approach to enable your IT systems for FHIR (HL7 standards) complianceTorry Harris
油
This summary deck discusses a practical, step-by-step approach to transform your IT systems for FHIR (HL7 standards) compliance, API-enablement of your legacy for an accelerated go to market using a library of tools and frameworks under the DigitMarket umbrella. It outlines different integration challenges such initiatives encounter and equips you to plan your compliance roadmap for FHIR.
We are publishing a draft of the technical standards of the Personal Health Records (PHR) component of the National Health Stack (NHS)!
As a refresher, these standards govern the consented sharing of health information between Health Information Providers (HIPs) - like hospitals, pathology labs, and clinics - and Health Information Users (HIUs) like pharmacies, medical consultants, doctors, and so on. The users consent to share their health data is issued via a new entity called a Health Data Consent Manager (HDCM).
The problem today is that the electronic health records listed in one app or ecosystem are not easily portable to other systems. There is no common standard that can be used to discover, share, and authenticate data between different networks or ecosystems. This means that the electronic medical records generated by users end up being confined to many different isolated silos, which can result in frustrating and complex experiences for patients wishing to manage data lying across different providers.
With the PHR system, a user is able to generate a longitudinal view of their health data across providers. The interoperability and security of the PHR architecture allows users to securely discover, share, and manage their health data in a safe, convenient, and universally acceptable manner. For instance, a user could use a HDCM to discover their account at one hospital or diagnostic lab, and then select certain electronic reports to share with a doctor from another hospital or clinic. The flow of data would be safe, and the user would have granular control over who can access their data and for how long. Here is a small demo of the PHR system in action.
The standards in the draft released today offers a high-level description of the architecture and flows that make this possible.
Preface: The ReGenX Generator innovation operates with a US Patented Frequency Dependent Load
Current Delay which delays the creation and storage of created Electromagnetic Field Energy around
the exterior of the generator coil. The result is the created and Time Delayed Electromagnetic Field
Energy performs any magnitude of Positive Electro-Mechanical Work at infinite efficiency on the
generator's Rotating Magnetic Field, increasing its Kinetic Energy and increasing the Kinetic Energy of
an EV or ICE Vehicle to any magnitude without requiring any Externally Supplied Input Energy. In
Electricity Generation applications the ReGenX Generator innovation now allows all electricity to be
generated at infinite efficiency requiring zero Input Energy, zero Input Energy Cost, while producing
zero Greenhouse Gas Emissions, zero Air Pollution and zero Nuclear Waste during the Electricity
Generation Phase. In Electric Motor operation the ReGen-X Quantum Motor now allows any
magnitude of Work to be performed with zero Electric Input Energy.
Demonstration Protocol: The demonstration protocol involves three prototypes;
1. Protytpe #1, demonstrates the ReGenX Generator's Load Current Time Delay when compared
to the instantaneous Load Current Sine Wave for a Conventional Generator Coil.
2. In the Conventional Faraday Generator operation the created Electromagnetic Field Energy
performs Negative Work at infinite efficiency and it reduces the Kinetic Energy of the system.
3. The Magnitude of the Negative Work / System Kinetic Energy Reduction (in Joules) is equal to
the Magnitude of the created Electromagnetic Field Energy (also in Joules).
4. When the Conventional Faraday Generator is placed On-Load, Negative Work is performed and
the speed of the system decreases according to Lenz's Law of Induction.
5. In order to maintain the System Speed and the Electric Power magnitude to the Loads,
additional Input Power must be supplied to the Prime Mover and additional Mechanical Input
Power must be supplied to the Generator's Drive Shaft.
6. For example, if 100 Watts of Electric Power is delivered to the Load by the Faraday Generator,
an additional >100 Watts of Mechanical Input Power must be supplied to the Generator's Drive
Shaft by the Prime Mover.
7. If 1 MW of Electric Power is delivered to the Load by the Faraday Generator, an additional >1
MW Watts of Mechanical Input Power must be supplied to the Generator's Drive Shaft by the
Prime Mover.
8. Generally speaking the ratio is 2 Watts of Mechanical Input Power to every 1 Watt of Electric
Output Power generated.
9. The increase in Drive Shaft Mechanical Input Power is provided by the Prime Mover and the
Input Energy Source which powers the Prime Mover.
10. In the Heins ReGenX Generator operation the created and Time Delayed Electromagnetic Field
Energy performs Positive Work at infinite efficiency and it increases the Kinetic Energy of the
system.
7 Best Practices for Secure API Development .pdfchrisbrown798789
油
Shemon Software Solution specializes in Customized Marketing Solutions, offering tailored digital marketing strategies to enhance brand visibility and drive business growth.
7 Best Practices for Secure API Development .docxchrisbrown798789
油
Shemon Software Solution specializes in Customized Marketing Solutions, offering tailored digital marketing strategies to enhance brand visibility and drive business growth.
The method for HIPAA-compliant app development is distinct from others. Like other industries, the Healthcare & Medical sector should have digital maturity.
For digital maturity, a mobile-based app is essential. It also provides accessibility to the users. And its also one of the many areas in the evolution chain needed for digital transformation.
The document discusses how open source software is driving innovation in healthcare. It provides examples of how open source platforms are being used to develop electronic health records, enable telehealth, and create apps. The NHS's Code4Health initiative aims to create an ecosystem where clinicians can collaborate to build and share open source solutions. While open source provides benefits, managing third-party code requires processes to ensure quality, security, and intellectual property compliance.
THE FDA and Medical Device Cybersecurity GuidancePam Gilmore
油
The document discusses the FDA's guidance on medical device cybersecurity. It outlines that the FDA's scope goes beyond HIPAA and includes risk analysis for devices and networks. Researchers identified vulnerabilities in 300 medical devices in 2013. The FDA issued a safety communication in 2013 calling for cybersecurity safeguards for devices and networks. A risk analysis model for devices includes privacy, availability, authentication, integrity, non-repudiation and safety factors. Manufacturers must now include cybersecurity risk analyses and protections in device design submissions to the FDA and disclose security features through an industry standard form. Intrusion detection aims to identify unauthorized access attempts and advanced persistent threats can be detected through Splunk monitoring of foreign access attempts.
This presentation is intended for the customer facing risk managers, sales staff, and IT staff of a medical device manufacturer and their medical doctors and IT hospital and clinical counterparts.
It is intended to give an overview and highlight process considerations for incident management and reporting of cybersecurity issues.
It is based on the technical paper published by Pam Gilmore and Valdez Ladd in the ISSA Journal in 2014.
RapidValue White Paper on Regulations and compliance for enterprise mHealth a...Nageena Vijayan
油
Healthcare organizations and software firms looking to make investments in mobile applications need to assess implications of HIPAA and FDA in order to protect patient health information and
ensure compliances are met. This document outlines some of the key evaluation criteria on regulations and security considerations in healthcare sector that need to be addressed while
implementing mobility applications.
Health Insurance Software Development: Processes, Costs, and TipsLucy Zeniffer
油
Health insurance software development involves creating platforms that streamline policy management, claims processing, and customer service. The process includes defining requirements, designing user-friendly interfaces, and ensuring regulatory compliance. Costs vary based on features and complexity, typically ranging from $50,000 to $500,000. To succeed, focus on user needs, prioritize data security, and choose an experienced development team.
Mobile App Security: Best Practices for Protecting User DataJohnParker598570
油
In the current creator-dependent world, application security on mobile devices has never been more significant. The developers of mobile applications should ensure enhanced security since cyber threats are rapidly changing. At TechoSquare, we not only design feature-rich, user-friendly mobile apps but also implement best practices in mobile app security to protect user information and build trust. In this blog, we'll discuss essential security practices that need to be integrated during the mobile app development process to ensure effective user data protection.
Quickly made presentation in two hours
Security Risk Management in Healthcare on Cloud using NIST guidelines
More details: (blog: http://sandyclassic.wordpress.com ,
linkedin: ie.linkedin.com/in/sandepsharma/)
Privacy and security considerations for remote patient monitoring appsHealth Wealth Safe
油
As more people turn to remote patient monitoring apps for their healthcare needs, we at Health Wealth Safe are proud to ensure that your privacy and security is our top priority. Our advanced technology allows us to provide a secure platform for all your medical data, so you can rest assured that your information is safe with us.
Visit - https://www.healthwealthsafe.com/remote-patient-monitoring/
Protecting Privacy, Security and Patient Safety in mHealthTAOklahoma
油
This document discusses privacy, security, and safety considerations for using mobile health (mHealth) technologies. It outlines regulations from HIPAA, NIST, FDA, and other organizations regarding protecting electronic protected health information (EPHI) on mobile devices. Key risks include data breaches from lost or stolen devices, and vulnerabilities from device networks. Recommended mitigations include encryption, device authentication, and mobile device management policies. The document also addresses patient safety issues from usability of mobile health apps and technologies.
Guide to Develop a Healthcare App Like Epic Systems Corporation.pdfMariaMurphy57
油
One such trailblazer in the realm of healthcare technology is Epic Systems Corporation, renowned for its innovative healthcare software solutions.
Visit: https://www.quytech.com/healthcare-app-development.php
Tips for creating Effective & HIPPA compliant mobile.pptxMyAppGurus
油
"
MyAppGurus is best mobile app development company, offering App Development Services globally, Having dedicated and expert mobile app development team to design your app.
MyAppGurus works with a team excelling for years in the field of mobile application development. The name of the organization truly justifies its worth. With the experience in diverse industries, we have developed all round knowledge about different businesses.
The enthusiastic developers are dedicated to specific clients. Thus, the clients receive, in and out focus of the development team. Our association with clients has always been pleasant and successful. Keeping Agile technology in the picture, the engineers have proved to scale forward with time.
Over the years we have evolved from being a software development company to envisioning . Having made over 100+ mobile apps, MyAppGurus has made it possible to work with different clientele. "
Constructing a HIPAA-compliant healthcare app from scratchTechugo
油
However, the protection of digitally stored data is essential. Thats where the Health Insurance Portability and Accountability Act, or HIPAA compliance, occurs. For every entrepreneur wanting to develop their own healthcare application, it is essential to understand this act clearly.
So, ensure to read throughout the post.
This document discusses mHealth and mobile applications for healthcare. It provides examples of several mHealth apps, including:
1) My Healthy World, a social/community healthcare app for tablets that allows sharing and tracking health metrics.
2) Courtagen, a mobile app for physicians that allows ordering and tracking genetic diagnostic tests in a secure and HIPAA-compliant way.
3) Several other apps discussed including ones for managing care through provider directories, refilling prescriptions, and gathering hospital information.
The document also discusses key trends in mHealth like data analytics, compliance with HIPAA, and opportunities in mobilizing healthcare professionals and patients.
Approach to enable your IT systems for FHIR (HL7 standards) complianceTorry Harris
油
This summary deck discusses a practical, step-by-step approach to transform your IT systems for FHIR (HL7 standards) compliance, API-enablement of your legacy for an accelerated go to market using a library of tools and frameworks under the DigitMarket umbrella. It outlines different integration challenges such initiatives encounter and equips you to plan your compliance roadmap for FHIR.
We are publishing a draft of the technical standards of the Personal Health Records (PHR) component of the National Health Stack (NHS)!
As a refresher, these standards govern the consented sharing of health information between Health Information Providers (HIPs) - like hospitals, pathology labs, and clinics - and Health Information Users (HIUs) like pharmacies, medical consultants, doctors, and so on. The users consent to share their health data is issued via a new entity called a Health Data Consent Manager (HDCM).
The problem today is that the electronic health records listed in one app or ecosystem are not easily portable to other systems. There is no common standard that can be used to discover, share, and authenticate data between different networks or ecosystems. This means that the electronic medical records generated by users end up being confined to many different isolated silos, which can result in frustrating and complex experiences for patients wishing to manage data lying across different providers.
With the PHR system, a user is able to generate a longitudinal view of their health data across providers. The interoperability and security of the PHR architecture allows users to securely discover, share, and manage their health data in a safe, convenient, and universally acceptable manner. For instance, a user could use a HDCM to discover their account at one hospital or diagnostic lab, and then select certain electronic reports to share with a doctor from another hospital or clinic. The flow of data would be safe, and the user would have granular control over who can access their data and for how long. Here is a small demo of the PHR system in action.
The standards in the draft released today offers a high-level description of the architecture and flows that make this possible.
Preface: The ReGenX Generator innovation operates with a US Patented Frequency Dependent Load
Current Delay which delays the creation and storage of created Electromagnetic Field Energy around
the exterior of the generator coil. The result is the created and Time Delayed Electromagnetic Field
Energy performs any magnitude of Positive Electro-Mechanical Work at infinite efficiency on the
generator's Rotating Magnetic Field, increasing its Kinetic Energy and increasing the Kinetic Energy of
an EV or ICE Vehicle to any magnitude without requiring any Externally Supplied Input Energy. In
Electricity Generation applications the ReGenX Generator innovation now allows all electricity to be
generated at infinite efficiency requiring zero Input Energy, zero Input Energy Cost, while producing
zero Greenhouse Gas Emissions, zero Air Pollution and zero Nuclear Waste during the Electricity
Generation Phase. In Electric Motor operation the ReGen-X Quantum Motor now allows any
magnitude of Work to be performed with zero Electric Input Energy.
Demonstration Protocol: The demonstration protocol involves three prototypes;
1. Protytpe #1, demonstrates the ReGenX Generator's Load Current Time Delay when compared
to the instantaneous Load Current Sine Wave for a Conventional Generator Coil.
2. In the Conventional Faraday Generator operation the created Electromagnetic Field Energy
performs Negative Work at infinite efficiency and it reduces the Kinetic Energy of the system.
3. The Magnitude of the Negative Work / System Kinetic Energy Reduction (in Joules) is equal to
the Magnitude of the created Electromagnetic Field Energy (also in Joules).
4. When the Conventional Faraday Generator is placed On-Load, Negative Work is performed and
the speed of the system decreases according to Lenz's Law of Induction.
5. In order to maintain the System Speed and the Electric Power magnitude to the Loads,
additional Input Power must be supplied to the Prime Mover and additional Mechanical Input
Power must be supplied to the Generator's Drive Shaft.
6. For example, if 100 Watts of Electric Power is delivered to the Load by the Faraday Generator,
an additional >100 Watts of Mechanical Input Power must be supplied to the Generator's Drive
Shaft by the Prime Mover.
7. If 1 MW of Electric Power is delivered to the Load by the Faraday Generator, an additional >1
MW Watts of Mechanical Input Power must be supplied to the Generator's Drive Shaft by the
Prime Mover.
8. Generally speaking the ratio is 2 Watts of Mechanical Input Power to every 1 Watt of Electric
Output Power generated.
9. The increase in Drive Shaft Mechanical Input Power is provided by the Prime Mover and the
Input Energy Source which powers the Prime Mover.
10. In the Heins ReGenX Generator operation the created and Time Delayed Electromagnetic Field
Energy performs Positive Work at infinite efficiency and it increases the Kinetic Energy of the
system.
Air pollution is contamination of the indoor or outdoor environment by any ch...dhanashree78
油
Air pollution is contamination of the indoor or outdoor environment by any chemical, physical or biological agent that modifies the natural characteristics of the atmosphere.
Household combustion devices, motor vehicles, industrial facilities and forest fires are common sources of air pollution. Pollutants of major public health concern include particulate matter, carbon monoxide, ozone, nitrogen dioxide and sulfur dioxide. Outdoor and indoor air pollution cause respiratory and other diseases and are important sources of morbidity and mortality.
WHO data show that almost all of the global population (99%) breathe air that exceeds WHO guideline limits and contains high levels of pollutants, with low- and middle-income countries suffering from the highest exposures.
Air quality is closely linked to the earths climate and ecosystems globally. Many of the drivers of air pollution (i.e. combustion of fossil fuels) are also sources of greenhouse gas emissions. Policies to reduce air pollution, therefore, offer a win-win strategy for both climate and health, lowering the burden of disease attributable to air pollution, as well as contributing to the near- and long-term mitigation of climate change.
Biases, our brain and software developmentMatias Iacono
油
Quick presentation about cognitive biases, classic psychological researches and quite new papers that displays how those biases might be impacting software developers.
Indian Soil Classification System in Geotechnical EngineeringRajani Vyawahare
油
This PowerPoint presentation provides a comprehensive overview of the Indian Soil Classification System, widely used in geotechnical engineering for identifying and categorizing soils based on their properties. It covers essential aspects such as particle size distribution, sieve analysis, and Atterberg consistency limits, which play a crucial role in determining soil behavior for construction and foundation design. The presentation explains the classification of soil based on particle size, including gravel, sand, silt, and clay, and details the sieve analysis experiment used to determine grain size distribution. Additionally, it explores the Atterberg consistency limits, such as the liquid limit, plastic limit, and shrinkage limit, along with a plasticity chart to assess soil plasticity and its impact on engineering applications. Furthermore, it discusses the Indian Standard Soil Classification (IS 1498:1970) and its significance in construction, along with a comparison to the Unified Soil Classification System (USCS). With detailed explanations, graphs, charts, and practical applications, this presentation serves as a valuable resource for students, civil engineers, and researchers in the field of geotechnical engineering.
TASK-DECOMPOSITION BASED ANOMALY DETECTION OF MASSIVE AND HIGH-VOLATILITY SES...samueljackson3773
油
The Science Information Network (SINET) is a Japanese academic backbone network for more than 800
universities and research institutions. The characteristic of SINET traffic is that it is enormous and highly
variable
Algorithm design techniques include:
Brute Force
Greedy Algorithms
Divide-and-Conquer
Dynamic Programming
Reduction / Transform-and-Conquer
Backtracking and Branch-and-Bound
Randomization
Approximation
Recursive Approach
What is an algorithm?
An Algorithm is a procedure to solve a particular problem in a finite number of steps for a finite-sized input.
The algorithms can be classified in various ways. They are:
Implementation Method
Design Method
Design Approaches
Other Classifications
In this article, the different algorithms in each classification method are discussed.
The classification of algorithms is important for several reasons:
Organization: Algorithms can be very complex and by classifying them, it becomes easier to organize, understand, and compare different algorithms.
Problem Solving: Different problems require different algorithms, and by having a classification, it can help identify the best algorithm for a particular problem.
Performance Comparison: By classifying algorithms, it is possible to compare their performance in terms of time and space complexity, making it easier to choose the best algorithm for a particular use case.
Reusability: By classifying algorithms, it becomes easier to re-use existing algorithms for similar problems, thereby reducing development time and improving efficiency.
Research: Classifying algorithms is essential for research and development in computer science, as it helps to identify new algorithms and improve existing ones.
Overall, the classification of algorithms plays a crucial role in computer science and helps to improve the efficiency and effectiveness of solving problems.
Classification by Implementation Method: There are primarily three main categories into which an algorithm can be named in this type of classification. They are:
Recursion or Iteration: A recursive algorithm is an algorithm which calls itself again and again until a base condition is achieved whereas iterative algorithms use loops and/or data structures like stacks, queues to solve any problem. Every recursive solution can be implemented as an iterative solution and vice versa.
Example: The Tower of Hanoi is implemented in a recursive fashion while Stock Span problem is implemented iteratively.
Exact or Approximate: Algorithms that are capable of finding an optimal solution for any problem are known as the exact algorithm. For all those problems, where it is not possible to find the most optimized solution, an approximation algorithm is used. Approximate algorithms are the type of algorithms that find the result as an average outcome of sub outcomes to a problem.
Example: For NP-Hard Problems, approximation algorithms are used. Sorting algorithms are the exact algorithms.
Serial or Parallel or Distributed Algorithms: In serial algorithms, one instruction is executed at a time while parallel algorithms are those in which we divide the problem into subproblems and execute them on different processors.
1. Knight Ink Research Report:
Playing with FHIR: Hacking and Securing
FHIR APIs - Summary of Findings
www.approov.io
The report was published on October 13th 2021 and is available here:
https://approov.io/for/playing-with-fhir/
2. Introduction
In research sponsored by Approov, Alissa Knight of Knight Ink
spent the last year focusing on hacking Fast Healthcare
Interoperability and Resources (FHIR) APIs, working with some
of the worlds largest Electronic Health Record (EHR) providers
in her vulnerability research. This report, covering all enterprise
types in the FHIR ecosystem, represents her findings, and
underscores a systemic lack of basic protections in parts of the
ecosystem - enabling unauthorized access to an inordinate
amount of patient records.
3. Quotes from the Report
An effective kill chain in the targeting of the healthcare industry will not be of
the EHR systems running in the providers, but in the third-party FHIR
aggregators and third-party apps which access these EHR APIs as data moves
from higher security levels to third-party aggregators where security has been
found to be flagrantly lacking.
The findings in this report will show that of the three FHIR APIs I tested - which
comprised an app ecosystem of 48 total FHIR apps and APIs and aggregated
EHR data from over 25,000 healthcare providers and payers - contained
pervasive authorization vulnerabilities that allowed me to access over 4 million
patient and clinician records with my own patient login"
Alissa Knight
4. Executive Summary
New opportunities, new players, high growth: Fast Healthcare Interoperability and Resources (FHIR) is the data exchange API specification at
the heart of this ecosystem mandated by the ONC to enforce patient control of healthcare data - creating a dynamic and evolving ecosystem of new and
existing players. According to Zion Market Research, the mHealth apps market is anticipated to have a CAGR of 38% until 2025 when it will be worth
USD 111.1 billion.
Healthcare data is priceless: Protected health information (PHI) is worth much more on the dark web than a U.S. credit card, and impossible to
"cancel" when lost.
The problem is when the data leaves the building: When data leaves the clinical system, HIPAA no-longer applies. Outside of the EHR
systems, app developers and aggregators join the ecosystem, and responsibility for data privacy becomes ambiguous - which is why the FTC made
clear on Sept 15 2021 that the Health Breach Notification Rule applies to any entity handling healthcare data. Based on the research performed in this
study, the security of the EHR platforms was found to be good. However, as testing branched outwards from the EHR providers to third-party clinical data
aggregators and mobile apps, vulnerabilities were widely systemic allowing access to EHR data.
FHIR is secure but the last mile to the apps is not: Vulnerabilities discovered in this research are not inherent to FHIR, which is a blueprint
or framework. How it is implemented is up to the developer. Hackers are efficient and will always locate and exploit the weakest link in the chain which,
based on this report, is in the healthcare data aggregators and mobile apps which rely on EHR data to deliver their services.
Shift left but shield right: There is an urgent need to apply API security shielding solutions to prevent the exploitation of weaknesses in the mobile
healthcare app ecosystem by scripts and automated tools. Such shielding will immediately protect sensitive personal data from exfiltration while the
underlying vulnerabilities are addressed.
5. Key Findings
Three production FHIR APIs serving an ecosystem of 48 apps and APIs were tested
The ecosystem covered aggregated EHR data from 25,000 providers and payers
4m patient and clinician records could be accessed from 1 single patient login account
53% of mobile apps tested had hardcoded API keys and tokens which could be used to attack EHR APIs
100% of FHIR APIs tested allowed API access to other patient's health data using one patient's credentials.
50% of clinical data aggregators did not implement database segmentation allowing access to patient
records belonging to other apps developed on their platform for other providers.
100 percent of the mobile apps tested did not prevent person-in-the-middle attacks, enabling hackers to
harvest credentials and steal or manipulate confidential patient data.
6. Recommendations to the Regulator*
Ensure the Information Blocking Rules allow service-providers and EHR vendors to assess the
security of the apps and APIs of the aggregators and application developers who connect to their
APIs through regular penetration testing and a review of their security controls.
Clarify that the Security Exception to the Information Blocking Rule allows EHR vendors to require
specific controls be implemented by any system that connects to their APIs.
Reinforce the security guidelines, specifically with requirements around tokens and scopes (which
are currently recommendations) to ensure that all organizations who transmit, process, and store
EHR data are properly securing their implementation of FHIR.
Mandate that certificate pinning should be implemented on all SMART on FHIR mobile apps.
Mandate that shielding solutions must be deployed to ensure that only legitimate applications and
users can communicate with APIs to prevent EHR data leakage via synthetic traffic generated by
tools, scripts and bots.
* U.S.Department of Health & Human Services
(HHS), as mandated by Congress,
7. Recommendations to FHIR API Owners
Overall, you must put in place a plan to protect data even when it has left your system. Put in place a process
to assess the configuration and implementation security of any third-party apps before allowing access to your
EHR and understand the security controls they have in place.
Employ an API threat management solution that prevents data from leaving via your API endpoints unless the
incoming request is tokenized. This will eliminate a lot of the bandwidth wasted to synthetic traffic generated
malicious scripts, bots and automated tools. Put in place app and device attestation checks at your API
endpoints and require any apps connecting to your endpoint to implement this control.
Penetration testing performed by a penetration tester with specific skills in testing APIs should be performed.
More than 60% of the apps and APIs which were tested contained vulnerabilities allowing unauthorized access
to data outside of of authorized user scope. The vulnerabilities seem to be in the apps being created for these
EHR systems, not the EHR systems themselves. Penetration testing should include fuzzing APIs as a final step
in your penetration testing efforts of an API.
Inventory your APIs. You cant protect what you dont know you have. Ensure you know how many APIs you
have, ensure they are all part of your enterprise vulnerability and patch management strategy, and know
whether or not they are transmitting, processing, and storing sensitive or regulated data, such as PII, PCI, or
PHI.
8. Recommendations for App Developers
Obfuscation of mobile app code to secure source code against decompilers isnt enough. Run-time shielding is also
needed to prevent tampering with the mobile app or its environment. You must authenticate the app and device using
SDK-powered solutions that attach a token to the API request. By using solutions that allow you to compile your mobile
app with their SDK, you eliminate developer friction and limit the disruption to your existing software development
lifecycle (SDLC) while gaining increased privacy of any secrets hardcoded in the app.
Put in place a solution for app, user and device attestation to ensure that only genuine apps running in secure
environments can access the APIs, thereby eliminating any bots masquerading as your app.
Implement certificate pinning between app and API to eliminate WitM attacks. Tools are available to make this easy to
deploy and administer.
Third-party app developers and aggregators need to shift their security left and shield right when they deploy. None of
the APIs tested seemed to be behind API threat management solutions.
If you aggregate data, dont use the same database to store the patient records for each provider. This creates the
potential for all of your EHR data to be leaked as a result of a vulnerability in just one of the apps. Each microservice
should have its own isolated database.
9. Conclusion
Interoperability rulings by the U.S. Department of Health & Human Services (HHS) are
designed to give patients access to information that resides inside their electronic health
records (EHR).
During the period leading up to the release of these rulings, EHR vendors and healthcare
leaders expressed the concern that patient data from electronic medical records could be
compromised by consumer apps, which don't necessarily afford the same protections
patients have come to expect from HIPAA.
This research proves that these fears were well founded. However, solutions exist and
should urgently be deployed by the healthcare community to better protect patient data all
the way to the consumer.
10. Approov Solution
Approov provides a patented cloud-based run-time shielding solution which is easy to
deploy and protects your APIs and the channel between your mobile apps and APIs from
any automated attack.
By ensuring only an untampered genuine mobile app running in an uncompromised
environment can access the API, Approov prevents the exploitation at scale of:
Stolen user identity credentials via bots.
Vulnerabilities in your apps or APIs, irrespective of whether the vulnerabilities are
already known, uncovered through testing or zero-day.
Malicious business logic manipulation of the API
Man in the middle attacks.
Integration involves including an SDK in your mobile app and adding an Approov token
check in your backend
A full set of frontend and backend Quickstarts are available to facilitate integration with
common native and cross-platform development environments.
A full range of integrations are available eg with API Gateways, WAF, browser fingerprinting
etc.
11. Approov Offer for FHIR API Providers
Approov FHIR Guard puts in place controls in the API endpoint to be able to protect the API and
stop the threats described in the report. App owners who choose to integrate Approov will pay per
use for the service. Approov prevents bots, scripts and compromised apps from:
using stolen user identity credentials
exploiting vulnerabilities in APIs
malicious manipulation of the business logic of the APIs
executing Man-in-the-Middle attacks
complimentary API security solution for last mile security
Approov offers the solution and deployment assistance of the end-point protection element free of
charge to FHIR API providers who deploy production FHIR APIs handling real patient data. This
makes it easy for 3rd parties downstream of the APIs to deploy Approov and augment the security
of their apps by putting in place app and client attestation to better protect the channel to the
end-user.
Email FHIRGuard@approov.io to confirm that your organization qualifies for this offer.
12. Quote from the Sponsors
We see it as a positive step that open APIs are already creating a plethora of
healthcare services which are being adopted and appreciated by patients and
consumers. However, healthcare organizations and regulators who handle and
oversee this sensitive data must give equal attention to security enforcement as they
do to empowering citizens to take control of their patient data. With this research we
dont just want to raise yet another red flag about security. The introduction of
FHIRGuard is a genuine effort by Approov to contribute positively towards improving
the situation today, ahead of regulations which will surely follow.
David Stewart, CEO, Approov