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2011 01-15 nahbrc - whole-house energy retrofits
The document describes a whole-house energy retrofit project of the Hawthorne House in Tucson, Arizona. The goals of the project were to improve the home's durability, energy efficiency, sustainability, accessibility, and technological innovation. To achieve these goals, the builders optimized the home's envelope, systems, and incorporated renewable energy sources. Specific improvements included exterior insulation, new windows, air sealing, a high-efficiency heat pump, solar water heating, and solar panels. The project utilized various programs and incentives to reduce costs and increase energy savings.
House of Energy- Status Update
Our project/ program developments towards the establishment of a House of Energy in Oslo.
Status update as of 27th October 2014.
Starbucks Corporation
Starbucks began in 1971 as a small coffee shop in Seattle. It grew over the decades through acquisitions and expansion. Starbucks sells coffee, tea, food items and accessories while cultivating a lifestyle brand. It uses a variety of marketing strategies including retail locations, online media, promotional efforts and targeting diverse customer demographics. While successful, Starbucks has also faced some controversies over labor issues and market saturation. It continues to adapt to changes through international growth and responding to new competition.
Aeroponic Based Controlled Environment Based Farming System
Controlled Environment Farming is one of the emerging technologies in the farming and agriculture
industries nowadays. Aeroponics is an optimized process developed for growing crops and plants in an air
medium without the use of soil or an aggregate medium by spraying the plant’s roots with an atomized or
sprayed, nutrient-rich water solution. Various automated farming system has been developed using sensor
networks and control systems to improve agricultural produc-tivity. Traditional farming techniques are complex
and strictly influenced by soil conditions, climate, weather, crop types, and so on. Authors have proposed a
system in which an environment monitoring, quality evaluation and crop growth, data recording, and online
data submitting and multiplatform compatibility were integrated. The control system based on agricultural
information measured by field monitoring sensors is a proved effective method to improve quality of
agricultural product in a greenhouse.
In this study, we proposed an intelligent control system for an aeroponics-based greenhouse, which
consists of data collec-tion/monitoring system, control system, centralized sever, and multiplatform web-based
controlling/monitoring application for agricultural facilities. The prototype system for establishing a low-cost
aeroponics-based greenhouse control system can be designed based on an open-source development board
called Raspberry Pi. The system can be used both locally and over the Internet, which has a large set of
controlling and monitoring function for the greenhouse. The system is proposed to achieve maximum
optimization, control, quality, automation, etc. in an aeroponics-based greenhouse.
01_CZ E-House Packaging Brochure 2015
The document discusses ABB's modular systems and E-House solutions for packaging electrical equipment. It outlines the benefits of E-Houses such as reducing on-site risk by performing mechanical and electrical installation off-site. ABB has expertise in project management, equipment design, installation, and commissioning of turnkey E-House and packaged solutions. Sample projects are listed for power generation, oil and gas, mining, and other industries.
Contor Manufacturing E-House Presentation
Contor is a leading manufacturer of custom enclosures and shelters for industries including power generation, telecommunications, and environmental control. They have extensive experience designing, engineering, and manufacturing enclosures, including electrical houses, that are fully configured for plug-in deployment with interior finishes, electrical integration, climate control, and secured access. Contor provides enclosures for applications such as Siemens switchgear buildings, airfield lighting systems, and environmental process shelters.
Ehouse Specification Sample
A basic example of a Power and Control e-house for reference.
This e-house would accommodate many industrial applications.
AEROPONICS A Tool for food security
This document discusses aeroponics as a tool for food security. Aeroponics is the practice of growing plants without soil, with roots in a misty environment. It has several benefits over traditional agriculture including more precise nutrient and environmental control, higher yields from less land, less water usage, and elimination of many plant diseases and pests. The document outlines the benefits and potential commercial applications of aeroponics in Nigeria, including opportunities to supply local and export markets with high-quality produce year-round. It also discusses factors like capital costs, skilled labor needs, and the lack of existing aeroponics industry organizations as potential weaknesses or barriers to adoption in Nigeria.
Recommended
2011 01-15 nahbrc - whole-house energy retrofits
The document describes a whole-house energy retrofit project of the Hawthorne House in Tucson, Arizona. The goals of the project were to improve the home's durability, energy efficiency, sustainability, accessibility, and technological innovation. To achieve these goals, the builders optimized the home's envelope, systems, and incorporated renewable energy sources. Specific improvements included exterior insulation, new windows, air sealing, a high-efficiency heat pump, solar water heating, and solar panels. The project utilized various programs and incentives to reduce costs and increase energy savings.
House of Energy- Status Update
Our project/ program developments towards the establishment of a House of Energy in Oslo.
Status update as of 27th October 2014.
Starbucks Corporation
Starbucks began in 1971 as a small coffee shop in Seattle. It grew over the decades through acquisitions and expansion. Starbucks sells coffee, tea, food items and accessories while cultivating a lifestyle brand. It uses a variety of marketing strategies including retail locations, online media, promotional efforts and targeting diverse customer demographics. While successful, Starbucks has also faced some controversies over labor issues and market saturation. It continues to adapt to changes through international growth and responding to new competition.
Aeroponic Based Controlled Environment Based Farming System
Controlled Environment Farming is one of the emerging technologies in the farming and agriculture
industries nowadays. Aeroponics is an optimized process developed for growing crops and plants in an air
medium without the use of soil or an aggregate medium by spraying the plant’s roots with an atomized or
sprayed, nutrient-rich water solution. Various automated farming system has been developed using sensor
networks and control systems to improve agricultural produc-tivity. Traditional farming techniques are complex
and strictly influenced by soil conditions, climate, weather, crop types, and so on. Authors have proposed a
system in which an environment monitoring, quality evaluation and crop growth, data recording, and online
data submitting and multiplatform compatibility were integrated. The control system based on agricultural
information measured by field monitoring sensors is a proved effective method to improve quality of
agricultural product in a greenhouse.
In this study, we proposed an intelligent control system for an aeroponics-based greenhouse, which
consists of data collec-tion/monitoring system, control system, centralized sever, and multiplatform web-based
controlling/monitoring application for agricultural facilities. The prototype system for establishing a low-cost
aeroponics-based greenhouse control system can be designed based on an open-source development board
called Raspberry Pi. The system can be used both locally and over the Internet, which has a large set of
controlling and monitoring function for the greenhouse. The system is proposed to achieve maximum
optimization, control, quality, automation, etc. in an aeroponics-based greenhouse.
01_CZ E-House Packaging Brochure 2015
The document discusses ABB's modular systems and E-House solutions for packaging electrical equipment. It outlines the benefits of E-Houses such as reducing on-site risk by performing mechanical and electrical installation off-site. ABB has expertise in project management, equipment design, installation, and commissioning of turnkey E-House and packaged solutions. Sample projects are listed for power generation, oil and gas, mining, and other industries.
Contor Manufacturing E-House Presentation
Contor is a leading manufacturer of custom enclosures and shelters for industries including power generation, telecommunications, and environmental control. They have extensive experience designing, engineering, and manufacturing enclosures, including electrical houses, that are fully configured for plug-in deployment with interior finishes, electrical integration, climate control, and secured access. Contor provides enclosures for applications such as Siemens switchgear buildings, airfield lighting systems, and environmental process shelters.
Ehouse Specification Sample
A basic example of a Power and Control e-house for reference.
This e-house would accommodate many industrial applications.
AEROPONICS A Tool for food security
This document discusses aeroponics as a tool for food security. Aeroponics is the practice of growing plants without soil, with roots in a misty environment. It has several benefits over traditional agriculture including more precise nutrient and environmental control, higher yields from less land, less water usage, and elimination of many plant diseases and pests. The document outlines the benefits and potential commercial applications of aeroponics in Nigeria, including opportunities to supply local and export markets with high-quality produce year-round. It also discusses factors like capital costs, skilled labor needs, and the lack of existing aeroponics industry organizations as potential weaknesses or barriers to adoption in Nigeria.
Aeroponic presentation
This document provides information about aeroponics farming and the services offered by PSN Nutrac. Aeroponics is a farming method that grows plants without soil by misting the roots with nutrient solution. PSN Nutrac offers turnkey aeroponic systems, installation, training, and maintenance. Their systems use recycled water, require less space than traditional farming, and increase yields by 45-70%. PSN Nutrac works with various crops and provides commercial aeroponic designs for large-scale vegetable, rice, and yam production. Their services are meant to make farming easier and more profitable.
Technologies for Sustainable e-Waste Management Solutions
The document discusses technologies for sustainable e-waste management. It begins by defining e-waste and outlining the different categories of electrical and electronic equipment covered by EU directives. It then provides details on policies, regulations, and institutions related to e-waste management in developed countries, which generally follow principles of extended producer responsibility. Initiatives by international organizations to address e-waste management gaps in developing countries are also summarized.
Role of Database Management in Information Systems
The document discusses the role of database management systems in information systems. It defines a DBMS as software that allows computers to perform database functions like storing, retrieving, adding, deleting and modifying data. It notes that a DBMS serves as an intermediary between users and databases, and provides benefits like improved data sharing, security, integration, access and decision making. It also includes a SWOT analysis of DBMS.
Sensors and their applications
This presentation provides an overview of optical sensors, including their introduction, working principles, classification, applications, and future trends. Optical sensors are classified as either extrinsic or intrinsic based on whether the light interacts with the measurand inside or outside of the optical fiber. They have a wide range of applications in areas such as temperature, chemical concentration, strain, biomedical, and more. The presentation concludes that optical sensor technology will continue to improve and be an important area of research going forward.
Sensors
The document discusses different types of sensors based on their output and principles of operation. There are discrete (digital) sensors that provide a single logical output and proportional (analog) sensors that provide an output such as voltage or current. Optical, inductive, reed, magnetic, and capacitive sensors are described in terms of their operating principles, outputs, advantages, and limitations. Symbols are provided for common sensor types.
Green house ppt
Protected cultivation practices involve controlling the microclimate around plants for optimal growth. In Haryana State, India, polygreenhouses, net houses, and other protected structures are commonly used. Polyhouse cultivation has increased production of vegetables and extended the growing season. Greenhouses allow precise control of the environment to achieve high yields. They are classified based on technology level as low-cost, medium-tech, or high-tech depending on the automatic controls. Greenhouse design and components like irrigation systems also influence their effectiveness for crop production.
starbucks organizational design
This document provides an overview of Starbucks' history and organizational structure. It discusses how Starbucks was founded in 1971 as a coffee bean roaster and has since expanded rapidly through various acquisitions. It also describes key elements of Starbucks' organizational design such as specialization of roles, span of control, departmentalization, and chain of command. Additionally, it presents a SWOT analysis and discusses Starbucks' approach to segmenting, targeting, and positioning its market. The document concludes with Starbucks' mission statement.
Design and optimization of ion propulsion drone
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Comparative analysis between traditional aquaponics and reconstructed aquapon...
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
cnn.pptx Convolutional neural network used for image classication
Convolutional Neural Network used for image classification
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
原版一模一样【微信：741003700 】【美国波士顿大学毕业证学历学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Null Bangalore | Pentesters Approach to AWS IAM
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
原版一模一样【微信：741003700 】【(csu毕业证书)查尔斯特大学毕业证硕士学历】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
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This document provides information about aeroponics farming and the services offered by PSN Nutrac. Aeroponics is a farming method that grows plants without soil by misting the roots with nutrient solution. PSN Nutrac offers turnkey aeroponic systems, installation, training, and maintenance. Their systems use recycled water, require less space than traditional farming, and increase yields by 45-70%. PSN Nutrac works with various crops and provides commercial aeroponic designs for large-scale vegetable, rice, and yam production. Their services are meant to make farming easier and more profitable.
Technologies for Sustainable e-Waste Management Solutions
The document discusses technologies for sustainable e-waste management. It begins by defining e-waste and outlining the different categories of electrical and electronic equipment covered by EU directives. It then provides details on policies, regulations, and institutions related to e-waste management in developed countries, which generally follow principles of extended producer responsibility. Initiatives by international organizations to address e-waste management gaps in developing countries are also summarized.
Role of Database Management in Information Systems
The document discusses the role of database management systems in information systems. It defines a DBMS as software that allows computers to perform database functions like storing, retrieving, adding, deleting and modifying data. It notes that a DBMS serves as an intermediary between users and databases, and provides benefits like improved data sharing, security, integration, access and decision making. It also includes a SWOT analysis of DBMS.
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The document discusses different types of sensors based on their output and principles of operation. There are discrete (digital) sensors that provide a single logical output and proportional (analog) sensors that provide an output such as voltage or current. Optical, inductive, reed, magnetic, and capacitive sensors are described in terms of their operating principles, outputs, advantages, and limitations. Symbols are provided for common sensor types.
Green house ppt
Protected cultivation practices involve controlling the microclimate around plants for optimal growth. In Haryana State, India, polygreenhouses, net houses, and other protected structures are commonly used. Polyhouse cultivation has increased production of vegetables and extended the growing season. Greenhouses allow precise control of the environment to achieve high yields. They are classified based on technology level as low-cost, medium-tech, or high-tech depending on the automatic controls. Greenhouse design and components like irrigation systems also influence their effectiveness for crop production.
starbucks organizational design
This document provides an overview of Starbucks' history and organizational structure. It discusses how Starbucks was founded in 1971 as a coffee bean roaster and has since expanded rapidly through various acquisitions. It also describes key elements of Starbucks' organizational design such as specialization of roles, span of control, departmentalization, and chain of command. Additionally, it presents a SWOT analysis and discusses Starbucks' approach to segmenting, targeting, and positioning its market. The document concludes with Starbucks' mission statement.
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Design and optimization of ion propulsion drone
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Comparative analysis between traditional aquaponics and reconstructed aquapon...
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
cnn.pptx Convolutional neural network used for image classication
Convolutional Neural Network used for image classification
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
原版一模一样【微信：741003700 】【美国波士顿大学毕业证学历学位证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
Null Bangalore | Pentesters Approach to AWS IAM
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
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Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
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