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Related Concept Videos

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Pilot and Numeric Relaying01:21

Pilot and Numeric Relaying

Pilot relaying is a type of differential protection used in power systems. It compares electrical quantities at the terminals of equipment via a communication channel instead of direct relay interconnection. This method is essential for transmission lines where the terminals are far apart, typically up to 80 km for lines with 69 to 115 kV ratings. Four types of communication channels are used for pilot relaying:
SBAR II: Application of SBAR01:14

SBAR II: Application of SBAR

SBAR is an effective communication tool used by healthcare professionals to communicate patient information accurately. SBAR stands for Situation, Background, Assessment, and Recommendation. For a better understanding, an example is given below.
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
IP3/DAG Signaling Pathway01:11

IP3/DAG Signaling Pathway

Membrane lipids such as phosphatidylinositol (PI) are precursors for several membrane-bound and soluble second messengers. Specific kinases phosphorylate PI and produce phosphorylated inositol phospholipids. One such inositol phospholipids are the  phosphatidylinositol-4,5 bisphosphate [PI(4,5)P2], present in the inner half of the lipid bilayer. Upon ligand binding, GPCR stimulates Gq proteins to turn on phospholipase Cꞵ. Activated phospholipase Cꞵ cleaves PI(4,5)P2 and produces two-second...
SBAR I: Understanding the Concept01:29

SBAR I: Understanding the Concept

Effective communication among healthcare professionals during hand-off reporting is essential to delivering safe and continuous patient care. Common professional interactions include reports to healthcare team members, hand-off, and transfer reports. Nurses routinely report information to other healthcare team members and also urgently contact healthcare providers to report changes in patient status.
Standardized methods of communication have been developed to ensure that information is...
Distribution Reliability and Automation01:25

Distribution Reliability and Automation

Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...

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Related Experiment Videos

EBCS-SDN: an enhanced blockchain-based framework for control plane security in multi-domain SDN.

Muhammad Shahzad1, Safdar Rizvi2,3, Talha Ahmed Khan4

  • 1Department of Computer Science, Bahria University, Karachi, Pakistan. muhammadshahzad.bukc@bahria.edu.pk.

Scientific Reports
|July 9, 2026
PubMed
Summary

This study introduces an enhanced blockchain security framework for multi-domain Software Defined Networking (SDN). The EBCS-SDN model improves controller accountability, reduces authentication latency by 75%, and enhances hijack detection accuracy to 96.78%.

Keywords:
BlockchainControl plane securityDistributed consensusHijack detectionMulti-domain SDNSoftware defined networkingTrust management

Related Experiment Videos

Area of Science:

  • Computer Science
  • Network Security
  • Distributed Systems

Background:

  • Software Defined Networking (SDN) offers enhanced network programmability but faces scalability and security challenges in multi-domain environments.
  • Centralized controllers in SDN are vulnerable to attacks, leading to compromised network integrity through injected false flow rules.
  • Current security solutions lack real-time monitoring of controller integrity, relying on static authorizations.

Purpose of the Study:

  • To propose an enhanced blockchain-based control layer security framework (EBCS-SDN) for multi-domain SDN.
  • To address limitations in existing security solutions by introducing dynamic trust scoring and real-time monitoring.
  • To ensure continuous controller accountability and network integrity in multi-domain SDN architectures.

Main Methods:

  • Implementation of a dynamic trust scoring model for controllers.
  • Development of an optimized dual-phase controller authentication mechanism.
  • Integration of a decentralized behavioral-deviation hijack detection system.

Main Results:

  • The EBCS-SDN framework demonstrated significant performance and security improvements over baseline models.
  • Reduced controller authentication latency by up to 75% and achieved 96.78% hijack detection accuracy.
  • Achieved post-attack throughput of 980 Mbps with detection/isolation under 1.2s, optimizing CPU utilization.

Conclusions:

  • The proposed EBCS-SDN framework provides a scalable, computationally lightweight, and operationally resilient security foundation for multi-domain SDN.
  • The framework enhances controller accountability and network integrity through dynamic trust and decentralized detection.
  • Empirical evaluations confirm the superiority of EBCS-SDN in simulated multi-domain SDN environments.