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Developing Secure IoT Applications · LearnSpace
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courseraIT и технологии

Developing Secure IoT Applications

Курс от EDUCBA
Начальный≈ 26.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the Advanced IoT Security and Management Course! Throughout this comprehensive journey, participants will delve into the intricacies of securing and managing Internet of Things (IoT) devices and systems. From understanding fundamental IoT security principles to mastering advanced predictive analysis techniques, each module offers a deep dive into critical aspects of IoT security and management. Participants will explore secure device provisioning, network architecture design, application development, hardware and firmware security measures, communication protocols, cloud service security, and advanced data analysis methods tailored for IoT environments. By the course's conclusion, learners will emerge as adept professionals equipped with the knowledge and skills to effectively safeguard IoT devices and systems against threats while harnessing the transformative potential of IoT technologies for innovative applications. Join us on this enlightening journey and unlock the boundless opportunities of the IoT landscape! Learning Outcomes: Upon completing this comprehensive course in Advanced IoT Security and Management, participants will: 1) Master fundamental and advanced IoT security techniques, including device security, network security, application security, and cloud service security. 2) Develop the skills necessary to identify, assess, and mitigate various threats and vulnerabilities within IoT environments effectively. 3) Understand the importance of adhering to IoT security standards and frameworks to implement robust protection strategies. 4) Gain expertise in securing IoT hardware, firmware, communication channels, and data processing to safeguard sensitive information effectively. 5) Explore advanced IoT data management and analysis techniques, including time series analysis, predictive maintenance, anomaly detection, and data streaming. 6) Develop practical skills in implementing real-world IoT applications, such as temperature monitoring, traffic management, and personalized retail, for enhanced operational efficiency and customer experiences. Unique Features: 1) Comprehensive coverage of both fundamental and advanced IoT security and management concepts. 2) Emphasis on hands-on learning with practical exercises and real-world case studies. 3) Integration of cutting-edge techniques and technologies tailored for IoT environments. 4) Expert-led instruction from industry professionals with extensive experience in IoT security and management. 5) Opportunity to network and collaborate with peers to exchange ideas and insights into IoT best practices. Target Learners: This course is designed for professionals and enthusiasts seeking to enhance their expertise in IoT security and management, including: 1) IoT developers 2) Security engineers 3) System administrators 4) Data analysts 5) IoT enthusiasts and hobbyists Prerequisites: 1) Participants should have a basic understanding of IoT concepts and technologies, as well as familiarity with programming languages such as Python. Additionally, a background in cybersecurity or related fields would be beneficial but not mandatory.

Навыки, которые вы освоите

Internet Of ThingsData SecurityTime Series Analysis and ForecastingVulnerability AssessmentsIdentity and Access ManagementAuthenticationsNetwork SecurityCryptographic ProtocolsData IntegrityApplication SecurityCloud SecurityCryptographySecurity ControlsCloud ServicesData AnalysisSecurity Management

Программа курса

12 модулей · 233 учебных материалов

01Understanding IoT Security Basics23 материалов

Introduction to IoT and its Security Challenges

Course Syllabus - Welcome readingЧтениеCourse IntroductionВидеоUnderstanding IoT: Connecting the DotsВидеоNavigating IoT Security Challenges: A Comprehensive OverviewВидео

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EDUCBA

Преподаватель курса

Developing Secure IoT Applications
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Обучение на Coursera

≈ 26.5 ч

12 модулей

Язык: Английский

Субтитры: Казахский

Часть программы вашего университета
Securing the Future: Introduction to IoT Security FundamentalsВидео
Introduction to IoT and its Security ChallengesЗадание

Threat Landscape in IoT

Exploring the Wild West: Navigating the Threat Landscape in IoTВидеоUnveiling the Dangers: Understanding the Threats in IoT EnvironmentsВидеоThe Invisible Battlefield: Mapping Out the Threat Landscape in IoT SecurityВидеоThreat Landscape in IoTЗадание

Common Vulnerabilities in IoT Systems

Cracking the Code: Common Vulnerabilities in IoT Systems UnveiledВидеоGuarding the Gates: Understanding and Addressing Common IoT VulnerabilitiesВидеоExposed: Common Weaknesses in IoT Systems and How to Secure ThemВидеоCommon Vulnerabilities in IoT SystemsЗадание

Security Standards and Frameworks for IoT

Building a Solid Foundation: Exploring Security Standards for IoTВидеоNavigating the Maze: Understanding IoT Security Frameworks and StandardsВидеоSecuring IoT: A Deep Dive into Standards and Frameworks for Enhanced ProtectionВидеоNavigating Threat Landscape in IoTЧтениеSecurity Standards and Frameworks for IoTЗаданиеSecuring the Foundations: Exploring IoT Threats, Vulnerabilities & Standards Through Real-World ScenariosDIALOGUEUnderstanding IoT Security BasicsЗаданиеDiscussion Prompt: Understanding IoT Security BasicsОбсуждениеSecuring a New IoT Deployment: From Threats to FrameworksDIALOGUE
02IoT Device Security19 материалов

Secure Device Provisioning and Authentication

Locking Down: Secure Device Provisioning and Authentication ExplainedВидеоFortifying IoT: Strategies for Secure Device Provisioning and AuthenticationВидеоBeyond Passwords: Strengthening IoT Security with Robust Provisioning and AuthenticationВидеоSecure Device Provisioning and AuthenticationЗадание

Securing Communication Channels

Shielding the Signal: Strategies for Securing Communication Channels in IoTВидеоSafe Passage: Ensuring Secure Communication Channels in IoT EnvironmentsВидеоEncrypting the Airwaves: Securing IoT Communication Channels from End to EndВидеоSecuring Communication ChannelsЗадание

Device Firmware and Software Updates

Keeping Up to Date: Importance of Device Firmware and Software Updates in IoT SecurityВидеоStaying Ahead of Threats: Best Practices for Device Firmware and Software Updates in IoTВидеоPatch it Up: Strategies for Secure Device Firmware and Software Updates in IoTВидеоDevice Firmware and Software UpdatesЗадание

Secure Storage and Data Protection on IoT Devices

Fortifying the Vault: Secure Storage and Data Protection on IoT Devices DemystifiedВидеоLocking Down Data: Strategies for Secure Storage and Protection on IoT DevicesВидеоGuarding the Treasure: Ensuring Data Security on IoT Devices through Secure Storage and ProtectionВидеоEnsuring Data Security on IoT Devices through Secure Storage and ProtectionЧтениеSecure Storage and Data Protection on IoT DevicesЗаданиеIoT Device SecurityЗадание
03Network Security for IoT19 материалов

Secure Network Architectures for IoT

Designing Fortresses: Secure Network Architectures for IoT ExplainedВидеоGuarding the Gateway: Strategies for Secure Network Architecture in IoTВидеоBulletproof Connections: Ensuring Security with IoT Network ArchitecturesВидеоSecure Network Architectures for IoTЗадание

Wireless Communication Security in IoT

Securing the Airwaves: Wireless Communication Security in IoT ExplainedВидеоLocking Down Signals: Strategies for Wireless Communication Security in IoTВидеоDefending the Frequency: Ensuring Wireless Communication Security in IoT NetworksВидеоWireless Communication Security in IoTЗадание

Network Segmentation and Access Controls

Divide and Conquer: Network Segmentation and Access Controls in IoT SecurityВидеоFortifying Boundaries: Strategies for Network Segmentation and Access Controls in IoTВидеоLocking Down the Perimeter: Implementing Network Segmentation and Access Controls in IoTВидеоNetwork Segmentation and Access ControlsЗадание

IoT Gateway Security

Guarding the Gateway: Strategies for IoT Gateway SecurityВидеоSecuring the Gateway: Best Practices for IoT Gateway SecurityВидеоFortifying Entry Points: Enhancing IoT Gateway SecurityВидеоEnhancing IoT Gateway SecurityЧтениеIoT Gateway SecurityЗаданиеNetwork Security for IoTЗадание
04IoT Application Security19 материалов

Secure Design Principles for IoT Applications

Building Blocks of Security: Secure Design Principles for IoT ApplicationsВидеоLaying the Foundation: Implementing Secure Design Principles in IoT ApplicationsВидеоSecurity by Design: Ensuring Robustness in IoT Applications through Secure PrinciplesВидеоSecure Design Principles for IoT ApplicationsЗадание

Data Integrity and Privacy in IoT Applications

Preserving Integrity: Data Integrity and Privacy in IoT ApplicationsВидеоShielding Data: Strategies for Ensuring Integrity and Privacy in IoT ApplicationsВидеоKeeping Secrets Safe: Maintaining Data Integrity and Privacy in IoT EnvironmentsВидеоData Integrity and Privacy in IoT ApplicationsЗадание

Secure APIs and Integrations

Locked APIs: Ensuring Security in IoT IntegrationsВидеоIntegrating Safely: Strategies for Secure APIs in IoTВидеоAPI Fortification: Enhancing Security in IoT IntegrationsВидеоSecure APIs and IntegrationsЗадание

Security Testing and Vulnerability Assessment in IoT Applications

Bolstering Defense: Security Testing and Vulnerability Assessment in IoT ApplicationsВидеоExposing Weaknesses: Strategies for Security Testing in IoT ApplicationsВидеоAssessing Risk: Vulnerability Assessment in IoT Applications for Enhanced SecurityВидеоVulnerability Assessment in IoT Applications for Enhanced SecurityЧтениеSecurity Testing and Vulnerability Assessment in IoT ApplicationsЗаданиеIoT Application SecurityЗадание
05Secure Hardware Design for IoT Devices19 материалов

Hardware Security Modules (HSMs) and Trusted Platform Modules (TPMs)

Guardians of Security: Exploring Hardware Security Modules (HSMs) and Trusted Platform Modules (TPMs)ВидеоLocking Down Hardware: Understanding the Role of HSMs and TPMs in IoT SecurityВидеоFortifying Foundations: Implementing HSMs and TPMs for Enhanced Security in IoT EnvironmentsВидеоHardware Security Modules (HSMs) and Trusted Platform Modules (TPMs)Задание

Secure Boot and Secure Elements

Starting Strong: Secure Boot and Secure Elements in IoT SecurityВидеоLocking the Doors: Exploring Secure Boot and Secure Elements for IoT DevicesВидеоBuilding Trust: Implementing Secure Boot and Secure Elements for Robust IoT SecurityВидеоSecure Boot and Secure ElementsЗадание

Side-Channel Attacks and Countermeasures

Beyond the Surface: Understanding Side-Channel Attacks and Countermeasures in IoT SecurityВидеоUnseen Threats: Strategies for Mitigating Side-Channel Attacks in IoT EnvironmentsВидеоSecuring Secrets: Countering Side-Channel Attacks with Effective Countermeasures in IoTВидеоSide-Channel Attacks and CountermeasuresЗадание

Tamper Resistance and Physical Security Design

Locked and Loaded: Tamper Resistance and Physical Security Design in IoT DevicesВидеоGuarding Against Intruders: Strategies for Tamper Resistance and Physical Security in IoTВидеоEnsuring Physical Security Design and Tamper Resistance in IoTВидеоPhysical Security Design and Tamper Resistance in IoTЧтениеTamper Resistance and Physical Security DesignЗаданиеSecure Hardware Design for IoT DevicesЗадание
06Secure Firmware Development for IoT Devices19 материалов

Secure Coding Practices for Embedded Systems

Coding with Confidence: Secure Coding Practices for Embedded SystemsВидеоBuilding a Strong Foundation: Strategies for Secure Coding in Embedded SystemsВидеоFortifying the Core: Implementing Secure Coding Practices in Embedded SystemsВидеоSecure Coding Practices for Embedded SystemsЗадание

Memory Protection and Secure Bootloaders

Locked Down: Memory Protection and Secure Bootloaders in IoT SecurityВидеоCoding Insight: Memory protection and secure bootloaders Using PythonЧтениеDefending the Core: Strategies for Memory Protection and Secure Bootloaders in IoTВидеоFortifying the Foundation: Implementing Memory Protection and Secure Bootloaders for Enhanced IoT SecurityВидеоMemory Protection and Secure BootloadersЗадание

Firmware Signing and Integrity Verification

Sealed with Security: Firmware Signing and Integrity Verification in IoT DevicesВидеоEnsuring Trustworthiness: Strategies for Firmware Signing and Integrity Verification in IoTВидеоGuarding the Code: Implementing Firmware Signing and Integrity Verification for Secure IoT DeploymentsВидеоFirmware Signing and Integrity VerificationЗадание

Firmware Reverse Engineering and Anti-Tampering Techniques

Cracking the Code: Understanding Firmware Reverse Engineering and Anti-Tampering TechniquesВидеоSecuring the Secrets: Strategies for Protecting Firmware from Reverse Engineering and TamperingВидеоDefending Against Intruders: Implementing Anti-Tampering Techniques in Firmware for Enhanced SecurityВидеоFirmware Reverse Engineering and Anti-Tampering TechniquesЗаданиеSecure Firmware Development for IoT DevicesЗаданиеDiscussion Prompt: Secure Firmware Development for IoT DevicesОбсуждение
07Secure Communication in IoT Devices19 материалов

Cryptography and Encryption for IoT Communication

Secrets of Security: Cryptography and Encryption for Secure IoT CommunicationВидеоLocking the Data: Strategies for Implementing Cryptography and Encryption in IoT CommunicationВидеоShielding the Signals: Ensuring Confidentiality with Cryptography and Encryption in IoTВидеоCryptography and Encryption for IoT CommunicationЗадание

Secure Protocols and Key Exchange Mechanisms

Fortifying Communication: Secure Protocols and Key Exchange Mechanisms in IoTВидеоExchanging Secrets Safely: Strategies for Secure Protocols and Key Exchange in IoTВидеоStrategies for Secure Protocols and Key Exchange in IoTЧтениеLocking Down Connections: Implementing Secure Protocols and Key Exchange Mechanisms for IoTВидеоSecure Protocols and Key Exchange MechanismsЗадание

Secure Over-the-Air (OTA) Updates

Securing the Airwaves: Best Practices for Over-the-Air (OTA) UpdatesВидеоUpgrading with Confidence: Strategies for Secure Over-the-Air (OTA) Updates in IoTВидеоGuarding the Gateway: Ensuring Security in Over-the-Air (OTA) Updates for IoT DevicesВидеоSecure Over-the-Air (OTA) UpdatesЗадание

IoT Device Identity and Certificate Management

Identity Protection: Managing IoT Device Identity and CertificatesВидеоCertificate Control: Strategies for Secure IoT Device Identity and Certificate ManagementВидеоSecuring Identities: Implementing Effective IoT Device Identity and Certificate ManagementВидеоIoT Device Identity and Certificate ManagementЗаданиеSecure Communication in IoT DevicesЗаданиеDiscussion Prompt: Secure Communication in IoT DevicesОбсуждение
08Secure Sensor Integration and Data Processing19 материалов

Secure Sensor Data Acquisition and Transmission

Safeguarding Sensor Data: Strategies for Secure Acquisition and Transmission in IoTВидеоLocking Down Sensor Streams: Ensuring Security in Data Acquisition and TransmissionВидеоEnsuring Security in Data Acquisition and TransmissionЧтениеShielding Sensor Signals: Implementing Secure Practices for Data Acquisition and Transmission in IoTВидеоSecure Sensor Data Acquisition and TransmissionЗадание

Data Filtering, Anonymization, and Aggregation

Protecting Privacy: Data Filtering, Anonymization, and Aggregation in IoTВидеоAnonymizing Insights: Strategies for Secure Data Filtering and Aggregation in IoTВидеоGuarding Data Integrity: Implementing Secure Practices for Data Filtering and Aggregation in IoTВидеоData Filtering, Anonymization, and AggregationЗадание

Secure Data Storage and Access Controls

Fortifying Data Vaults: Secure Storage and Access Controls in IoTВидеоLocking Down Data Access: Strategies for Secure Data Storage and Access in IoTВидеоShielding Sensitive Information: Implementing Secure Data Storage and Access Controls in IoTВидеоSecure Data Storage and Access ControlsЗадание

Privacy-Preserving Techniques in IoT Data Processing

Protecting Privacy: Techniques for Privacy-Preserving IoT Data ProcessingВидеоPreserving Anonymity: Strategies for Privacy-Preserving Data Processing in IoTВидеоSecuring Identities: Implementing Privacy-Preserving Techniques in IoT Data ProcessingВидеоPrivacy-Preserving Techniques in IoT Data ProcessingЗаданиеSecure Sensor Integration and Data ProcessingЗаданиеDiscussion Prompt: Secure Sensor Integration and Data ProcessingОбсуждение
09Securing IoT Cloud Services and Platforms19 материалов

Security Considerations for IoT Cloud Services

Securing the Cloud: Considerations for IoT Cloud Services SecurityВидеоNavigating the Cloud: Strategies for Ensuring Security in IoT Cloud ServicesВидеоGuarding the Gateway: Implementing Secure Practices for IoT Cloud ServicesВидеоSecurity Considerations for IoT Cloud ServicesЗадание

Access Controls and Identity Management

Gatekeeper's Guide: Access Controls and Identity Management in IoTВидеоIdentity Crisis: Strategies for Access Controls and Identity Management in IoTВидеоLocking Down Access: Implementing Secure Identity Management in IoTВидеоAccess Controls and Identity ManagementЗадание

Secure Data Storage and Processing in the Cloud

Cloud Fortress: Ensuring Secure Data Storage and Processing in IoTВидеоShielding Data in the Cloud: Strategies for Secure Storage and ProcessingВидеоSecuring the Virtual Vault: Implementing Cloud Security for Data Storage and ProcessingВидеоRobust Cloud Security Measures ЧтениеSecure Data Storage and Processing in the CloudЗадание

Auditing and Monitoring in IoT Cloud Environments

Keeping Watch: Auditing and Monitoring in IoT Cloud EnvironmentsВидеоEyes in the Cloud: Strategies for Auditing and Monitoring IoT DeploymentsВидеоSecuring the Skies: Implementing Auditing and Monitoring in IoT Cloud EnvironmentsВидеоAuditing and Monitoring in IoT Cloud EnvironmentsЗаданиеSecuring IoT Cloud Services and PlatformsЗаданиеDiscussion Prompt: Securing IoT Cloud Services and PlatformsОбсуждение
10Problem Solving With IoT19 материалов

Data Collection, Preprocessing & Visualization in IoT

A program to collect data from IoT devices using different librariesВидеоPreprocess the collected data by cleaning filtering & transforming it into a suitable format for analysisВидеоCreating Visualizations to analyze the collected dataВидеоData Collection, Preprocessing & Visualization in IoTЗадание

Time series Analysis, Sensor Fusion & Predictive Maintenance

Perform time series analysis on the collected dataВидеоCombine the data from multiple sensors to gain deeper insightsВидеоBuild Machine learning models to predict when IoT devices are likely to failВидеоTime series Analysis, Sensor Fusion & Predictive MaintenanceЗадание

Anamoly Detection, Real-time Monitoring Dashboard & Data Streaning in IoT

Detect amonalies in sensor data using statistical methods or machine learning algorithmsВидеоCreate real time dashboard using different libraries to monitor IoT deviceВидеоStream data from IoT devices & process it in real timeВидеоAnamoly Detection, Real-time Monitoring Dashboard & Data Streaning in IoTЗадание

Edge computing, Data Storage & Processing Data Streams

Perform Data Analysis using different frameworksВидеоStore collected data in a database and retrive it for analysisВидеоUnveiling IoT Data Streams: Simulate, Process, AnalyzeВидеоCreate Database Using SQLite in PythonЧтениеEdge computing, Data Storage & Processing Data StreamsЗаданиеProblem Solving With IoTЗадание
11Predictive Analysis Using IoT19 материалов

Data Privacy Regulations and Compliance Requirements

Exploratory Data Analysis (EDA)ВидеоCreating new features from IoT data to improve the predictive model's performanceВидеоTechniques for analyzing time-series IoT data using Python librariesВидеоCoding Insight of Performing Binary Classification using Logistic RegressionЧтениеData Privacy Regulations and Compliance RequirementsЗадание

Hyperparameter Tuning, Distributed Computing & Reinforcement Learning for IoT

Optimizing the hyperparameters of predictive modelsВидеоImplementing predictive analysis algorithmsВидеоExploring how reinforcement learning algorithms can be used in IoT applicationsВидеоHyperparameter Tuning, Distributed Computing & Reinforcement Learning for IoTЗадание

Secure Data Sharing and Access Policies

Delving deeper into time series forecasting techniques using advanced modelsВидеоTechniques for selecting relevant features and reducing the dimensionality of IoT dataВидеоMethods for interpreting and explaining the predictions of predictive models applied to IoT dataВидеоSecure Data Sharing and Access PoliciesЗадание

Privacy Impact Assessments for IoT Applications

Developing algorithms for fault detection and diagnosis in IoT systemsВидеоOptimizing predictive maintenance schedules and strategiesВидеоApplying predictive analysis techniques to optimize inventory management in IoT-enabled supply chainsВидеоPrivacy Impact Assessments for IoT ApplicationsЗаданиеPredictive Analysis Using IoTЗаданиеDiscussion Prompt: IoT Data Privacy and ComplianceОбсуждение
12Real World IoT based Programs20 материалов

Temperature Sensor, Sensor fusion & Predictive Maintenance in IoT

Program to collect temperature data and plot it in real-time using MatplotlibВидеоProgram to fuse data from multiple IoT devices to estimate device orientation or motionВидеоProgram to implement predictive maintenance algorithms using IoT data to anticipate equipment failures and schedule maintenance activitiesВидеоTemperature Sensor, Sensor fusion & Predictive Maintenance in IoTЗадание

Data aggregation, Traffic Management & Health Monitoring in IoT

Program to aggregate data from multiple IoT devices, generate reports, and visualize insightsВидеоProgram to optimize traffic flow using IoT and machine learning algorithms to analyze and predict traffic patternsВидеоProgram to monitor health parameters (e.g., heart rate, blood pressure) using IoT and send alertsВидеоData aggregation, Traffic Management & Health Monitoring in IoTЗадание

Smart Irrigation, Waste Management & AQ Monitoring using IoT

Program to monitor soil moisture levels and weather forecasts using IoT and automatically adjust irrigation schedules to optimize water usageВидеоProgram to optimize waste collection routes and schedules based on IoT monitoring waste bin fill levelsВидеоProgram to collect air quality data from IoT deployed in different locations and present the data as visualizations (e.g., line charts, heatmaps)ВидеоSmart Irrigation, Waste Management & AQ Monitoring using IoTЗадание

Personalized Retail, Smart Grid & Smart City Dashboard

Program to analyze customer behavior and preferences using IoT in retail stores, and provide personalized recommendationsВидеоProgram to simulate a smart grid system using Python and present the simulation results (e.g., energy flow, grid stability) using visualizations and chartsВидеоProgram to aggregate data from various IoT deployed across a city and visualize it on an interactive dashboardВидеоDeveloping an IoT Smart City DashboardЧтениеPersonalized Retail, Smart Grid & Smart City DashboardЗаданиеCourse ConclusionВидео
Discussion Prompt: IoT Device SecurityОбсуждение
Discussion Prompt: Network Security for IoTОбсуждение
Discussion Prompt: IoT Application SecurityОбсуждение
Discussion Prompt: Secure Hardware Design for IoT DevicesОбсуждение
Discussion Prompt: Securing IoT Edge ComputingОбсуждение
Real World IoT based ProgramsЗадание
Discussion Prompt: IoT Incident Response and Security GovernanceОбсуждение