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5 min read Intermediate DevSecOps

SCA Assessment

Modern applications are built from many third-party components and run in containers and cloud infrastructure. Technologies like SBOM and SCA provide visibility into what software is used, while CVE scanning identifies known security issues. Image, container, filesystem, and IaC scanning ensure vulnerabilities, misconfigurations, and secrets are detected across the entire software lifecycle from development to production.

SCA : Capability Comparison

CapabilitygrepTrivyCheckovPriority
Known Vulnerabilities (CVE)❌ No✅ Yes✅ Yes🔴 Critical
OS package vulnerabilities❌ No✅ Yes✅ Yes🔴 Critical
Application dependency CVEs❌ No✅ Yes✅ Yes🔴 Critical
Software Composition Analysis (SCA)❌ No✅ Yes✅ Yes🔴 Critical
Misconfiguration detection❌ No✅ Yes✅ Yes🔴 Critical
Infrastructure as Code (IaC) scan❌ No✅ Yes✅ Yes🔴 Critical
Kubernetes (YAML, Helm, Kustomize)❌ No✅ Yes✅ Yes🔴 Critical
Docker image scan❌ No✅ Yes✅ Yes🟠 High
Dockerfile scan⚠️ Text match✅ Yes✅ Yes🟠 High
Compliance / policy checks❌ No⚠️ Limited✅ Yes🟠 High
Graph-based analysis❌ No❌ No✅ Yes🟠 High
Runtime security / container scan❌ No⚠️ Image-based❌ No🟡 Medium
Secrets detection⚠️ Basic match✅ Yes⚠️ Limited🟡 Medium
Static code analysis❌ No⚠️ Limited✅ Yes🟡 Medium
Filesystem scan⚠️ Text only✅ Yes⚠️ IaC & code only🟢 Low
Text / keyword search✅ Yes❌ No❌ No🟢 Low
SBOM generation❌ No✅ Yes❌ No🟢 Low

Comprehensive Security & Container Scanning Terminology

TermWhat It IsWhat Gets ScannedWhy It Matters
SBOM (Software Bill of Materials)A complete inventory of all software componentsOS packages, libraries, versions, dependenciesLets you know exactly what’s inside your software and respond fast to new CVEs
SCA (Software Composition Analysis)Security analysis of third-party librariesOpen-source dependencies, transitive depsMost apps are open source — this finds hidden risks
IaC (Infrastructure as Code)Code that defines infrastructureKubernetes YAML, Terraform, Helm, CloudFormationPrevents insecure cloud and cluster setups
Docker ImageStatic app packageOS, packages, app code, librariesFinds vulnerabilities before deployment
ContainerRunning Docker imageRuntime OS, packages, processesDetects risks in what is actually running
Filesystem ScanScan of local or repo filesSource code, configs, manifestsCatches issues early in development
Kubernetes Files (K8s)Deployment and cluster configsYAML files for pods, services, RBACPrevents privilege escalation and exposure
Known Vulnerability (CVE)Publicly disclosed security flawMapped to packages and versionsStandard way to identify and track threats
OS Package VulnerabilityFlaws in OS-level softwareglibc, openssl, bash, apk/apt/yum pkgsOS bugs are often high impact
Application DependencyLibraries used by your appnpm, pip, maven, go, ruby depsApp vulnerabilities often come from dependencies
Transitive DependencyDependency of a dependencyHidden librariesMajor source of unexpected risk
MisconfigurationUnsafe or weak settingsPrivileged containers, open portsMisconfigs cause real-world breaches
SecretsSensitive credentials in codeAPI keys, passwords, tokensPrevents credential leaks

TermWhat It IsWhat Gets ScannedWhy It Matters
License ComplianceLegal usage of open sourceGPL, AGPL, MIT, ApacheAvoids legal and compliance issues
ExploitabilityPractical attack possibilityExploit maturity, attack pathsHelps prioritize what to fix first
SeverityRisk level of vulnerabilityCritical / High / Medium / LowFocuses effort on most dangerous issues
Fix AvailabilityWhether a patch existsVersion upgrades, mitigationsEnables actionable remediation

Scan Target vs Capability Mapping

Scan TargetWhat Is CheckedExample Tool Capability
Docker ImageOS + app vulnerabilitiesImage scanning
Running ContainerRuntime packages & configContainer scanning
Source CodeSecrets, deps, configsFilesystem scan
Kubernetes YAMLSecurity best practicesIaC scan
DependenciesKnown vulnerable libsSCA
Build ArtifactsComponent inventorySBOM generation

Relationship Between Concepts

ConceptPurpose
SBOMVisibility
SCARisk identification
CVEStandard vulnerability reference
IaC scanningPrevent insecure infra
Image scanningShift-left security
Container scanningRuntime assurance