Security Vulnerabilities

  1. Emerging and Advanced Vulnerability Landscapes
    1. Cloud Computing Security Vulnerabilities
      1. Infrastructure as a Service (IaaS) Vulnerabilities
        1. Virtual Machine Escape
          1. Hypervisor Vulnerabilities
            1. Container Escape
              1. Shared Resource Attacks
              2. Platform as a Service (PaaS) Vulnerabilities
                1. Platform Configuration Issues
                  1. Shared Platform Risks
                    1. API Security Issues
                    2. Software as a Service (SaaS) Vulnerabilities
                      1. Multi-Tenancy Issues
                        1. Data Isolation Problems
                          1. Identity and Access Management
                          2. Cloud-Specific Attack Vectors
                            1. Misconfigured Cloud Storage
                              1. Insecure IAM Policies
                                1. Cloud Metadata API Attacks
                                  1. Serverless Function Vulnerabilities
                                  2. Container and Orchestration Security
                                    1. Docker Security Issues
                                      1. Kubernetes Vulnerabilities
                                        1. Container Image Vulnerabilities
                                          1. Registry Security Issues
                                        2. Internet of Things (IoT) Vulnerabilities
                                          1. Device-Level Vulnerabilities
                                            1. Hardcoded Credentials
                                              1. Insecure Default Settings
                                                1. Weak Authentication Mechanisms
                                                  1. Insufficient Encryption
                                                  2. Communication Vulnerabilities
                                                    1. Insecure Network Services
                                                      1. Unencrypted Communications
                                                        1. Weak Protocol Implementation
                                                        2. Update and Patch Management Issues
                                                          1. Lack of Secure Update Mechanisms
                                                            1. Inability to Patch Devices
                                                              1. Long-Lived Vulnerable Devices
                                                              2. Privacy and Data Protection Issues
                                                                1. Excessive Data Collection
                                                                  1. Insecure Data Storage
                                                                    1. Unauthorized Data Sharing
                                                                  2. API Security Vulnerabilities
                                                                    1. Authentication and Authorization Flaws
                                                                      1. Broken Object Level Authorization (BOLA)
                                                                        1. Broken User Authentication
                                                                          1. Excessive Data Exposure
                                                                          2. Input Validation Issues
                                                                            1. Mass Assignment
                                                                              1. Injection Attacks
                                                                                1. Input Validation Bypass
                                                                                2. Rate Limiting and Resource Management
                                                                                  1. Lack of Rate Limiting
                                                                                    1. Resource Exhaustion
                                                                                      1. Improper Asset Management
                                                                                      2. Logging and Monitoring Deficiencies
                                                                                        1. Insufficient Logging
                                                                                          1. Missing Security Monitoring
                                                                                            1. Inadequate Incident Response
                                                                                          2. Artificial Intelligence and Machine Learning Vulnerabilities
                                                                                            1. Training Data Attacks
                                                                                              1. Data Poisoning
                                                                                                1. Backdoor Attacks
                                                                                                  1. Label Flipping
                                                                                                  2. Model Attacks
                                                                                                    1. Adversarial Examples
                                                                                                      1. Model Inversion
                                                                                                        1. Model Extraction
                                                                                                          1. Membership Inference
                                                                                                          2. Deployment and Runtime Attacks
                                                                                                            1. Model Stealing
                                                                                                              1. Inference Attacks
                                                                                                                1. Evasion Attacks
                                                                                                                2. Privacy and Fairness Issues
                                                                                                                  1. Training Data Privacy
                                                                                                                    1. Algorithmic Bias
                                                                                                                      1. Discriminatory Outcomes
                                                                                                                    2. Supply Chain Security Vulnerabilities
                                                                                                                      1. Software Supply Chain Attacks
                                                                                                                        1. Dependency Confusion
                                                                                                                          1. Typosquatting
                                                                                                                            1. Malicious Package Injection
                                                                                                                              1. Build System Compromise
                                                                                                                              2. Hardware Supply Chain Risks
                                                                                                                                1. Hardware Trojans
                                                                                                                                  1. Counterfeit Components
                                                                                                                                    1. Manufacturing Compromise
                                                                                                                                    2. Third-Party Risk Management
                                                                                                                                      1. Vendor Assessment
                                                                                                                                        1. Continuous Monitoring
                                                                                                                                          1. Contractual Security Requirements
                                                                                                                                        2. Quantum Computing Implications
                                                                                                                                          1. Post-Quantum Cryptography
                                                                                                                                            1. Quantum-Safe Algorithms
                                                                                                                                              1. Migration Planning
                                                                                                                                                1. Current Cryptographic Vulnerabilities

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                                                                                                                                              11. Secure Development and Prevention

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                                                                                                                                              1. Fundamentals of Security Vulnerabilities