AccuKnox vs Red Hat RHACS vs SUSE NeuVector

Compare AccuKnox, Red Hat RHACS, and SUSE NeuVector across runtime enforcement, vulnerability scanning, API security, compliance, and AI workload protection. Only one platform blocks threats inline at the kernel before they execute.

Schedule Demo

Parameters

Red Hat RHACS

SUSE NeuVector

Runtime Security

Threat Detection Agent (eBPF)

KubeArmor eBPF daemonset detects threats in real time.

Collector eBPF CO-RE (default v4.4+) monitors process/network events.

eBPF-based process/network monitoring.

Threat Response Agent (eBPF)

BPF-LSM enforces inline allow/deny at kernel level; process is blocked BEFORE it completes.

Pod-delete only — pod is killed AFTER the violation is detected; no syscall-level inline blocking.

Packet-level inline blocking via DPI in Protect mode.

Suspicious IP Detection (Threat Intelligence Integration) Agent (eBPF)

Integrates threat-intel feeds to detect connections to known-malicious IPs.

No built-in IP-reputation threat-intel feed.

Threat intelligence IP feeds integrated.

Malware / Cryptominer Detection/Protection Agent (BPF-LSM)

BPF-LSM proactively blocks cryptomining binary execution.

Detects crypto-mining via policy patterns then kills pod; no kernel-level prevention.

No YARA-based malware scanning; cryptominer detection relies on process behaviour only.

Terminal Command Monitoring - Track commands run via kubectl exec

BPF-LSM policies fully block unauthorized terminal sessions and kubectl exec.

Detects kubectl exec via K8s audit logs and alerts; cannot block exec sessions directly.

Process monitor covers kubectl exec but no dedicated pty-hijack alerting.

Behavioural Baselining and Anomaly Detection Agent (eBPF)

Learns process/network/file behaviour and flags drift.

Auto-baselines running processes; deviations trigger policy violations.

Behavioural learning mode auto-baselines process/network.

Preemptive Mitigation Agent (BPF-LSM)

BPF-LSM / AppArmor / SELinux enforces policies inline — forbidden syscall/process blocked before execution.

Detect-and-react model only; enforcement = pod deletion AFTER violation detected. No inline kernel blocking.

Works at packet / network layer; no BPF-LSM syscall-level pre-execution blocking.

Process Whitelisting Agent (eBPF)

Fine-grained per-process allow/deny list enforced in kernel via KubeArmor.

Process baselines exist but enforcement is coarse-grained (kill pod), not per-binary kernel-level enforcement.

Process profile rules allow/deny by process name per namespace.

Process Based Network Control Agent (eBPF)

Only trusted processes can make network connections — enforced per-process at kernel level.

Network controls are pod/namespace-level NetworkPolicy only; no per-process network enforcement.

Network rules per process/container; DPI-based.

Sensitive Data Protection at Runtime Agent (eBPF)

BPF-LSM blocks unauthorized access to sensitive files and environment variables at runtime.

No runtime file-level access control; detects secret exposure at deployment config level only.

File-access rules (read/write/exec) per container supported.

Compensatory Controls for Known CVEs (Virtual Patching) Agent (eBPF)

Enforces process/network/file controls to block CVE exploitation without patching the image.

No virtual patching; CVE response requires image update or deferral.

No virtual patching / compensatory control for CVEs.

Network Segmentation Agent (eBPF + CNI)

L3/L4 segmentation via KubeArmor + native K8s NetworkPolicy generation.

Auto-generates stackrox-generated-* K8s NetworkPolicy YAML from observed traffic; CNI enforces it.

Network policy enforcement via DPI and K8s NetworkPolicy.

API Security. Shadow/Orphan/Zombie APIs Agent (eBPF+Ingress controller/gateway)

Detects shadow (undocumented), zombie (inactive-accessible), orphan (unused-documented) APIs from live traffic.

No application-layer API traffic inspection; zero shadow/zombie/orphan API detection.

No shadow/orphan/zombie API discovery.

API OWASP API Top 10 Agent (eBPF+Ingress controller/gateway)

DPI and eBPF-based API traffic analysis covers OWASP API Top 10 threats.

No OWASP API Top 10 coverage; API security limited to K8s API audit events only.

No OWASP API Top 10 policy engine.

API Rate Limiting and advanced API policy control

Per-API rate limiting, auth enforcement, and policy controls via gateway integration.

No API rate limiting or L7 API policy enforcement.

No API rate-limiting controls.

Disconnected Mode Operation (needed for DDIL environments such as Tactical Edge)

KubeArmor enforces locally cached policies even when fully disconnected from AccuKnox Control Plane.

Enforcement relies on Sensor/Central connectivity; policy enforcement degrades when disconnected. SaaS requires full internet.

Enforcer can operate without Controller in standalone mode.

Low Runtime Performance Overhead

Patent-pending in-kernel event aggregation reduces kernel-to-userspace context switches; <2% overhead.

eBPF CO-RE probe documented with minimal overhead.

Claims <2% CPU overhead but DPI in Protect mode adds variable overhead.

Risk Assessment

Scanning of Virtual Machine Packages Agentless

Agentless scanning of EC2, Azure VM, GCP Compute instance packages.

Node/host vulnerability scanning supported.

Scans OS packages in VM images via registry scanner.

Scanning of Images deployed on Virtual Machine Agentless

Scan container images cached on nodes/VMs.

Scans container images on VMs.

Sensitive Data scan on virtual machine Agentless

Scans VMs for PII, secrets, and credential exposure.

No dedicated sensitive-data scanning on VMs; only K8s secret exposure detection at config level.

No sensitive data / PII scanning in VM workloads.

Malware / Virus Scanning Agentless

YARA-based malware scanning engine for container images and VMs.

No dedicated malware scanning; detects crypto-mining via behavioral policies only.

No YARA-based malware/virus scanning.

Runtime CVE Analysis - Detect vulnerable components running in runtime.

Correlates CVE presence with runtime process execution to confirm actual exposure.

CVEs assessed against image contents only; no runtime reachability analysis.

No runtime reachability / code-path analysis for CVEs.

API Security Testing (DAST like, Agentless)

Dynamic analysis of running API endpoints for vulnerabilities.

No DAST capability.

No DAST-like API security testing.

Scanning Windows Images (container images including) Agentless

Supports Windows container image CVE scanning.

No Windows container image scanning documented in support matrix.

Windows container image scanning supported.

CIS Agentless

CIS K8s Benchmark automated scanning.

CIS Kubernetes v1.5.0 native support.

CIS Kubernetes Benchmark built-in.

STIGs Agentless

STIG compliance scanning for K8s and hosts.

STIG via OpenShift Compliance Operator integration — OCP deployments only; reduced coverage on non-OCP clusters.

CIS Docker, DISA STIG included in compliance scans.

NIST Agent (eBPF)

NIST SP 800-53 Rev 5 controls mapping.

NIST SP 800-53 Rev 4 only (not updated to Rev 5).

NIST 800-53 mapping available.

MITRE - container, satellite (SPARTA), K8s, AI (ATLAS) Agent (eBPF)

Maps to MITRE ATT&CK for Containers, K8s, SPARTA (satellite), and ATLAS (AI/ML).

Maps to ATT&CK for Containers/K8s only; no SPARTA or ATLAS coverage.

MITRE ATT&CK partial coverage via process/network rules.

K8s Identity & Entitlements Management Agentless

Dedicated KIEM module — service account lifecycle, cross-cluster identity federation, orphaned permission detection.

No KIEM module; surfaces RBAC misconfigurations but no entitlement lifecycle management.

No KIEM / entitlement visibility module.

Overprivileged Service Accounts Agentless

Identifies and remediates over-privileged K8s service accounts.

Surfaces RBAC violations in risk assessment but no entitlement remediation workflow.

No dedicated overprivileged SA detection.

Unused Service Accounts Agentless

Detects unused and orphaned service accounts for cleanup.

No dedicated unused-account lifecycle management.

No unused SA / orphan SA detection.

Cluster Admin Roles in use Agentless

Flags excessive cluster-admin bindings with remediation guidance.

No built-in cluster-admin binding policy; requires user to create a custom policy.

No cluster-admin role binding detection.

Miscellaneous

In-Cluster Image Scanning - Scan running container images for vulnerabilities.

DaemonSet scans images cached on each node; reports running-container CVEs.

Lightweight Scanner-slim DaemonSet scans node-cached images on secured clusters.

In-cluster image scanning supported.

Scanning inactive images from container registries

Integrate with registries (ECR, ACR, GAR, Quay, Harbor, JFrog, DockerHub, Nexus) to scan non-running images.

Registry scanning for inactive images.

Allowed signed images deployment only Agent (Adm Controller)

KnoxGuard admission controller enforces image signature verification.

Integrates with Sigstore/Cosign; blocks unsigned images via ValidatingAdmissionWebhook.

Image signing / Notary / Cosign enforcement via admission webhook.

Whitelist allowed registries Agent (Adm Controller)

Enforce deployment from approved registries only via admission controller.

Registry whitelist via admission control rules.

Prevent privileged workloads to be deployed Agent (Adm Controller)

Block privileged container deployments at admission time.

Admission control blocks privileged workloads.

AI Security in Containers / k8s deployment

AI Agents Sandboxing (langgraph AWS Strands, Google ADK, ..) Agent (BPF-LSM)

BPF-LSM sandboxing for AI agent frameworks — restricts file/network/process access of AI agents.

No AI agent sandboxing capability.

OpenClaw Sandboxing / Hardening, Agent (BPF-LSM)

OpenClaw integration for hardening AI model containers.

No equivalent capability.

No OpenClaw / model container hardening.

Jupyter Notebook Protection Agent (BPF-LSM)

BPF-LSM policies protect Jupyter Notebooks from unauthorized access and data exfiltration.

No Jupyter Notebook-specific protection.

No Jupyter notebook-specific protection profiles.

Ollama Hardening Agent (BPF-LSM)

BPF-LSM hardening profile for Ollama LLM inference server.

No inference engine-specific hardening.

No Ollama-specific hardening policy.

vLLM Hardening Agent (BPF-LSM)

BPF-LSM hardening for vLLM inference server.

No vLLM-specific hardening.

No vLLM-specific hardening policy.

NVIDIA RunAI Hardening Agent (BPF-LSM)

BPF-LSM hardening for NVIDIA RunAI GPU workloads.

No RunAI-specific hardening.

No NVIDIA RunAI-specific hardening.

NVIDIA CUDA Hardening Agent (BPF-LSM)

BPF-LSM policies restrict unauthorized CUDA API access and isolate GPU workloads.

No CUDA-specific security controls.

No NVIDIA CUDA container hardening.

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“Choosing AccuKnox was driven by opensource KubeArmor’s novel use of eBPF and LSM technologies, delivering runtime security”

Golan Ben-Oni

Chief Information Officer

“At Prudent, we advocate for a comprehensive end-to-end methodology in application and cloud security. AccuKnox excelled in all areas in our in depth evaluation.”