Superna AI/ML Cyberstorage Platform

Protect the weak link in your AI/ML security.

Traditional security tools don’t protect your AI/ML against data poisoning and ransomware. The Superna AI/ML Cyberstorage Platform secures your ML pipeline from data ingestion and model training to deployment.

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Your AI data isn’t safe from data poisoning and ransomware attacks.

Traditional tools protect your network, endpoints, and apps, but they aren’t equipped to protect the heart of your AI/ML pipeline: your data:

Over 1 in 4 (26%) US and UK firms have suffered data poisoning attacks (IO, The state of information security report 2025)
Injecting just 250 poisoned documents can introduce backdoor vulnerabilities into LLMs of any size (Anthropic joint study)
78% of organizations suffer ransomware attacks (CrowdStrike State of Ransomware Survey)
68% of ransomware victims have their data exfiltrated (Portal26 Ransomware Research Report)

These vulnerabilities can compromise the confidentiality, integrity, and availability of your data and models, leaving you vulnerable to regulatory penalties and reputation damage on top of data poisoning, data theft, and business disruption.

Superna protects your data by securing your AI/ML pipeline and retrieval-augmented generation (RAG) systems from end to end to close potential defense gaps:

The Superna AI/ML Cyberstorage Platform protects your data by providing forensic traceability, zero-trust controls, and visibility throughout all pipeline stages:

Cyberstorage chain of custody enforcement

lets you track your data through every stage from ingestion to deployment, making tampering transparent, allowing instant recovery, and meeting regulatory requirements

Zero-trust controls

for every pipeline stage keep intruders away from your data Real-time user behavior tracking across file and object storage instantly alerts you to anomalies

Version traceability

for training and model datasets lets you reproduce, debug, and roll back models to prevent and undo tampering

Integration with SIEM/SOAR platforms

unifies your threat response across all your security layers

These components keep your data safe by intercepting intruders at every possible point of attack throughout your pipeline lifecycle.

Superna’s AI/ML Cyberstorage Platform works by providing all the tools you need for complete pipeline protection.

The Superna AI/ML Cyberstorage Platform delivers end-to-end pipeline security by unifying the essential components of data security with your existing security tools:

AI data chain of custody

provides complete, compliant audit history, with full forensic traceability into who accessed what, when, and from where

User behavior tracking

detects unauthorized changes to training data, model output, and pre-processing stages

Zero-trust policy monitoring

provides detects unauthorized data access in real time and instantly alerts your security operations center through integrated Incident response SIEM and ticketing tools

Security-orchestrated response

triggers alerts and actions in ServiceNow, Splunk, Palo Alto, CrowdStrike, SentinelOne, and other SIEM and SOAR tools

Superna’s AI/ML Cyberstorage Platform gives your team all the tools you need to prevent unauthorized data access, detect and defuse intrusions, and recovery rapidly.

Superna protects your AI/ML data against today’s leading threats.

The Superna AI/ML Cyberstorage Platform keeps you secure from today’s biggest risks:

Data tampering during training

Model exfiltration or version hijack

Ransomware and deletion attacks

Regulatory compliance gaps

Superna’s AI/ML Cyberstorage Platform integrates with your existing security tools, making it easy for you to upgrade your defenses and keep your data safe.

SUPERNA AI/ML CYBERSTORAGE PLATFORM FREQUENTLY ASKED QUESTIONS

Common questions we receive about the Superna AI/ML Cyberstorage Platform and our answers.

What is cyberstorage?

Cyberstorage is a data-first security technology that protects data against threats like ransomware by embedding security defenses directly into your data layer. It deploys tools like zero-trust access controls, AI-powered threat detection, and immutable backups to prevent unauthorized access to data, intercept attacks, and enable rapid recovery.

What threats does the Superna AI/ML Cyberstorage Platform protect against?

The Superna AI/ML Cyberstorage Platform protects against any threats that target your AI data layer, including data tampering during training, model exfiltration, version hijack, ransomware and deletion attacks, while ensuring closure of all regulatory compliance gaps at the data level.

Will Superna AI/ML Cyberstorage Platform integrate with my existing security tools?

The Superna AI/ML Cyberstorage Platform integrates with over 26 leading security platforms supporting over 50 tools, including Splunk, ServiceNow, Palo Alto, SentinelOne, CrowdStrike, and dozens more. Integrations span exposure management, host isolation, alert ingestion, response orchestration, ticketing and CMDB integration, and backup coordination tools. See our integrations page for a full list of native integrations, or talk to our team about custom integrations.

Ready to secure your AI/ML data against data poisoning and ransomware?

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