RF Analyser

Vulnerability Analysis for Modern Containerized Software

RF Analyser delivers validated, low-noise vulnerability intelligence by analyzing real image contents, configurations, and applicability context.

The Accuracy Problem in Vulnerability Scanning

Incomplete Image Visibility

Most scanners inspect package metadata only and miss binaries, embedded tools, and custom artifacts inside images.

Low-Fidelity CVE Results

Reported vulnerabilities often lack applicability context, forcing teams to manually validate findings.

Distro-Level CVE Noise

Distribution advisories inflate CVE counts even when affected packages are not present or reachable.

Precision Beyond Traditional Scanners

RF Analyser replaces surface-level scanning with deep, validated analysis you can act on with confidence.

Deep Image Analysis

Enumerates all files, packages, and configurations within container images, not just those reported by package managers.

Validated CVE Applicability

Confirms whether a vulnerability truly applies to the image by accounting for distribution specifics, package presence, and configuration context.

Exploit Aware Prioritization

Applies Rapid Risk Score to focus teams on vulnerabilities most likely to be exploited in the near term.

Enterprise SBOM Generation

Export SBOMs in SPDX, CycloneDX, JSON, VEX, XML, and CSV for audits, compliance, and customer security reviews.

Curated Images Swap Suggestion

RF Analyser identifies when vulnerabilities originate from base images and recommends secure, near-zero CVE Curated Images as drop-in replacements.

Remove large volumes of inherited CVEs instantly
Standardize on hardened STIG and CIS aligned, FIPS validated baselines
Improve remediation speed and compliance readiness without code changes

Accuracy That Improves Security Outcomes

~20%

fewer false positives compared to traditional scanners

Complete binary

and file discovery across container layers

Faster

detection of newly published CVEs

Lightweight

footprint optimized for high-speed CI/CD

See every component. Validate every vulnerability.

Replace noisy scan output with trusted vulnerability intelligence across your container lifecycle.

Container Complexity Has Outgrown Traditional Scanning

Hidden Components Create Hidden Risk

Modern containers include interpreters, embedded binaries, AI/ML artifacts, and build leftovers that package scanners never detect.

Noise Slows Real Remediation

False positives and misclassified distro-level CVEs inflate reports, delaying remediation and slowing POA&M timelines.

Risk Evolves Daily

KEVs, exploit maturity, and upstream advisory inaccuracies change constantly - teams need continuously enriched intelligence, not static results.

Deep, Accurate, Context-Aware Vulnerability Intelligence - From Registry to Runtime

RF Analyser performs full-file, full-package, and configuration-level analysis across Docker, Podman, and Kubernetes workloads. It discovers everything inside an image - not only what package managers report - and validates every CVE using RapidFort’s curated advisory dataset and AI-driven RapidRisk scoring. The result: clean, reliable findings you can act on confidently.

Complete Component Discovery

Identifies binaries, libraries, scripts, interpreters, and embedded artifacts for a true component inventory.

AI-Validated, Noise-Free CVE Results

False positives removed. Upstream inaccuracies corrected. KEVs + exploit signals applied for precise prioritization.

Unified Scanning Across All Environments

Scan registries, CI builds, or running Kubernetes workloads - through a single scanning engine.

Enterprise SBOM Generation

Export SBOMs in SPDX, CycloneDX, JSON, VEX, XML, and CSV for audits, compliance, and customer security reviews.

Eliminate Upstream Risk Before Remediation Begins

RF Analyser detects when vulnerabilities originate from the base image layer and automatically recommends secure, near-zero-CVE Curated Images as drop-in replacements. This instantly removes inherited CVEs and stabilizes your pipeline - with zero code or configuration changes.

3 Mini Benefits

Remove thousands of upstream CVEs instantly
Standardize teams on hardened, STIG/CIS-aligned, FIPS-validated baselines
Improve reliability and compliance readiness from the start

Built for Modern Delivery Pipelines - CI/CD to Runtime

Step 1

Connect Any Source

Scan images from registries, CI/CD builds, or live Kubernetes workloads.

Step 2

Validate Real Risk with AI

RapidRisk scoring highlights exploitable, applicable CVEs - not inflated lists.

Step 3

Generate Binary-Accurate SBOMs

Produces complete SBOMs reflecting true component inventory, not declared packages.

Step 4

Send Results Anywhere

Integrate findings into CI gates, ticketing systems, dashboards, GRC tools, or RF Optimizer for automated hardening.

Supported Environments

CI/CD

GitHub Actions, GitLab CI, Jenkins, Travis CI

Runtimes

Docker, Podman

Kubernetes

EKS, AKS, GKE, OpenShift, air-gapped clusters

OS

macOS, Linux, Windows

Outputs

SBOM · VEX · CVE Reports · RapidRisk · Advisory enrichment

RF Analyser strengthens - not replaces - your existing scanners by enriching and validating findings with unmatched precision.

Accuracy That Transforms Security Outcomes

~20%

false positives removed vs. traditional scanners

100%

binary discovery across container layers

Faster detection

of newly published CVEs

<30MB

CLI footprint optimized for high-speed CI/CD

Purpose-Built for Teams Who Need Precision, Not Noise

DevSecOps

Reliable, fast scanning in CI/CD for secure-by-default releases.

Security Engineering

Exploitability-aware prioritization for focused remediation.

Compliance & Governance

Defensible SBOMs and validated CVE reports for audits and customer reviews.