Protect Your Distributed Network From Hackers
Our powerful approach fundamentally re-imagines security, by securing data to Entity Relationships rather than traditional perimeter or access point controls. This shift addresses the core challenges of distributed networks by making data security intrinsic to the data itself rather than dependent on the security of where it's stored or processed.
We secure your information to Relationships of the Network Entities where it is in use. Hackers, not being part of such relationships, have no access and cannot see or access the data. And have no point from which to pivot to another entity to gain such access.
Security regardless of whether the data is being used to support Network Security, Value creation through Applications, or Network Control.
For example, this would include
1
For Security
  • Access Control
  • Identity Management
  • 5G/Network Configuration
  • Endpoint Management
  • IoT Device Management
  • System Log aggregation
2
As Value
  • Enterprise Data Streams Pipeline
  • Production Process Output
  • Web Services
  • IoT Device Data Streams
  • System Log Data Streams
3
As Control
  • Program Execution Control
  • Program Control Group
  • Web Services
  • Browser Control
  • Gateway Services
What We Offer
1. Perimeter Dissolution
  • We embrace dissolution of traditional network perimeters
  • Making data security relationship-bound rather than location-bound
  • Enabling secure access across distributed nodes regardless of location
  • Implementing what effectively functions as a zero-trust architecture where relationship defines access
  • Allowing data to be physically stored based on sovereignty requirements while maintaining access control
2. Data Security and Privacy
  • All data is encrypted using entity-dependent AES256 key pairs
  • One-time session keys protect communications
  • Multi-layer encryption (session, entity, and storage levels)
  • Data sovereignty issues are addressed through entity-based sharding that can respect jurisdictional boundaries
3. Visibility and Monitoring:
  • Maintaining comprehensive visibility across all network components is handled by controlling the Entities and their data operations.
  • These operations are visible at all times, anywhere within the Network, to relationship-authenticated endpoints.
  • Entity-centric structure that makes access auditing straightforward
  • Immutability that creates reliable audit trails
  • Built-in tracking of all relationships and access events
  • Storage of RDIDs with data for audit purposes
4. Attack Surface Reduction
  • Making pivoting between entities virtually impossible
  • Using non-sequential identifiers (random 64-bit numbers) to prevent enumeration attacks
  • Eliminating HTTP vulnerabilities through NATS-based TCP communications
  • IoT devices and numerous endpoints are Entities we control that dramatically reduce the attack surface exposed to hackers
  • Requiring exact context matching for any data retrieval, reducing probing effectiveness
5. Consistency in Security Policy
  • Enables centralized entity and relationship management
  • Automatic encryption of all data
  • Self-synchronization across distributed network nodes
  • Never lose data because of a hacker. Data is always available at some node
  • Unified access control that applies consistently across all nodes
  • Unique Encryption protects against process insertion in the request protocol
6. Incident Visibility and Control
  • Allowing simple revocation of RDIDs to immediately block access
  • Maintaining distributed copies of data for resilience against ransomware
  • Providing immutable records that aid in forensic analysis
  • Enabling access control changes without disrupting legitimate operations
What We Do That They Cannot
Encryption and Data Protection
  • Us→ Advanced, per entity, aes256 encryption and data redaction ensure the confidentiality and integrity of sensitive information. All driven within the standard processing of Dataparency's Information Store technology. Loss of encryption key allows only a single entity's data to be discovered. And even then they must know the 'path' and location components used by the hashing routine under which the data was stored to retrieve the data. Exfiltration of information store cannot be used, i.e., no possibility of a SQL-injection type operation.
  • Them→ Single encryption/signing key to encrypt the entire database. If stolen the entire database is lost. Data schema is open to inspection. Easy to find data with SQL SELECT * statement. SQL injection attacks allow unrestricted access to all data. Number one hack attack and responsible for most major breaches.
Eliminates Traditional Credential Management Problems
  • Us→ Permissions are controlled by a Relationship Distributed IDentifier (RDID) defining the relationship with the entity whose data is desired, at an individual entity level, allowing for precise control over data access and usage. Permissions allow access to be restricted at a document and/or document attribute level.
  • Them → Others can only secure a Database at the global level leaving security at the allow/disallow choice. Not very effective and prone to hacking when the database password has been compromised due to a hack/pivot or a wrong configuration as with no password at all. And user permissions cannot be assigned to document-level access much less at a document attribute level.
What We Do That They Cannot
Networking/Data Sharing/Marketplaces
  • Us→ We offer a complete Distributed Data Network (Dataparency DDN) out of the box. Using the inbuilt Open Source NATS messaging network, we can place data storage locations to comply with privacy regulations like GDPR, by entity, simplifying operations. Dataparency DDN provides the ability to share data between trading partners in a secure and access-controlled way. Put your data ‘in the network’ where it can be accessed by others in a controlled way. Build marketplaces controlled by a consortium of trading partners.
  • Them→ Sharing? What's sharing? Others cannot be externally shared. They have no capacity to allow external access to the data without programming.
Networking - continued
  • Us→ DDN provides automatic backup, geolocation, horizontally scalable, and encrypted data movement, from start to finish. Scale services to your needs without buying additional software. And the security is present at each node of the network…automatically without additional programming. Zero-Trust is a built-in capability at every step, from the ground up, automatically.
  • Them → Huh? Others cannot provide the scalable solution that we can. They don't have the features offered by DDN. They are hard if not impossible to manage in a Zero-Trust environment without excessive programming effort, security of which is questionable at best and must meet strict procedures, that most enterprises don't have.
What We Do That They Cannot
Additional Features
  • AI and Data Control
  • AI-Assisted Domain-Driven-Design (DDD)
  • Manufacturing 4.0 and IoT Device Endpoints
Future Research into Product Targets
GenAI and AI Data Integration
The GenAI field is seeing more and more, the need for quality data to train models. Enterprise data is the most valuable but is proprietary and privacy must be maintained. We can offer such data privately through our Distributed Data Network. And data sharing could build Data Marketplaces where enterprise data can be monetized and shared in a controlled, secure way.
AI Prompting Storage and Playback
With our schema-less storage capability, and Python compatibility, we can store AI prompting for future playback and development. Build a Vector database wrapper to service AI model searches. Build an AI data source attribution and authorization tech to allow models to comply with content ownership and attribution issues.
Future Applications
CloakFS - our implementation, with a GUI interface similar to Windows File Explorer, of a user-space filesystem basically 'invisible' and un-hackable to others without a Relationship. Distributed as with all our products.
AI - Gen AI
We are moving to supply the AI community with data securing techniques using our Relationship-controlled access. Whether through a Prompt Store or as a MCP Server securing other MCP Servers, we can secure the wildly progressing AI landscape.
For example:
AI - Prompt Data Protection
By storing vectors of protected prompt data, we allow data to be used by the AI model as vectors but restrict the retrieval of the actual data by way of relationships, between the original prompt supplier and the prompt retrieval entity, for prompt resolution.
This provides protection that the model producer can't match.
AI - MCP Servers
Agentic AI is a developing technology where AI Agents, possibly supplied by Agent Servers conforming to the MCP (Model Context Protocol), build work flows. These work flows can include anything useful to operating an enterprise, things like:
  • Resources: File-like data that client applications can read (like API responses or file contents)
  • Tools: Functions a language model can call
  • Prompts: Predefined prompt templates to accomplish specific tasks
As yet, there is no defined way of preventing hacking of the MCP Work Flows. Poisoning prompt storage, calling illicit or harmful functions through a MCP Server, replacing a MCP server with a hacked version, and many as yet undiscovered flaws. We can provide the secure information that can't be hacked, through a MCP server of our design. Our server can control the many information resources used in the AI Agentic systems that many are hoping to develop.
Implementation Considerations
Where we'll spend the investment
1
Build Out Core
Refactor existing service code to harden security, provide network error recovery, and increase source code maintainability.
2
Integration & Applications
Build seamless integration of the entity-bound secure database with existing/new applications; data, security, infrastructure, ETL/ELT pipelines, and workflows, etc.
3
Deployment
Carefully plan and execute the marketing, distribution, and deployment process. Minimize disruptions and ensure a smooth transition to our new security system.