# Privacy-Preserving Role-Based Access Control in Decentralized Publish/Subscribe Systems Using Proxy Re-encryption and Verifiable Presentations
## Abstract
This paper presents a novel approach to implementing privacy-preserving broadcast capabilities in decentralized publish/subscribe systems using proxy re-encryption combined with verifiable presentations. We address the fundamental challenge of maintaining message confidentiality while supporting dynamic subscriber management without compromising the decoupling principles of pub/sub architectures. Our solution enables fine-grained role-based access control while preserving privacy and scalability in decentralized environments.
## 1. Introduction
In traditional point-to-point communication, message encryption is straightforward as the sender can encrypt using the recipient's public key. However, broadcast scenarios present unique challenges, particularly when the sender must remain decoupled from subscribers and support message replay capabilities. Current solutions either compromise on decentralization or security, creating a significant gap in enterprise-grade messaging systems.
I'll expand the article with more detailed descriptions, focusing on areas with bullet points.
Title: Privacy-Preserving Role-Based Access Control in Decentralized Publish/Subscribe Systems Using Proxy Re-encryption and Verifiable Presentations
### 1.1 Problem Statement
The primary challenge lies in implementing role-based access control (RBAC) in a decentralized pub/sub system while maintaining several critical properties:
Message confidentiality must be preserved throughout the entire message lifecycle, from publication to consumption, ensuring that only authorized subscribers can access the content. Publisher-subscriber decoupling ensures that publishers need not maintain any information about subscribers, preserving the fundamental pub/sub architecture principle.
The system must maintain scalability across multiple dimensions, including number of subscribers, messages, and channels, without degrading performance. Dynamic access control enables real-time modifications to access permissions without system interruption or message replay.
Message replay capabilities allow new subscribers to access historical messages while maintaining the same security guarantees as real-time messages.
### 1.2 Related Work
Previous attempts at solving this challenge have fallen into several categories:
**Centralized Approaches**
Traditional broker-based systems rely on central authorities to manage message distribution and access control, creating single points of failure. Centralized key management systems suffer from scalability limitations and security vulnerabilities. These approaches introduce single points of failure that compromise the decentralized nature of modern systems.
**Partial Solutions**
Group key management schemes provide some decentralization but struggle with dynamic membership changes. Attribute-based encryption offers fine-grained access control but faces performance challenges at scale. Identity-based broadcast encryption systems provide efficient key management but lack flexibility in role-based access control.
### 2.2 Security Requirements
The system implements several critical security features:
Unique per-subscriber decryption keys are cryptographically bound to subscriber identity through verifiable credentials, preventing key sharing or delegation. The decryption process operates independently from message delivery, enabling asynchronous message processing while maintaining security guarantees.
Private key protection ensures that no participant, including the system itself, can access the private keys of other participants. Zero-knowledge key generation enables secure key creation without exposing sensitive information to any party.
Message content remains private from the messaging service through end-to-end encryption, while forward and backward secrecy prevent access to messages outside the authorized time window.
### 2.3 Performance Requirements
The system maintains several critical performance characteristics:
Scalability with increasing subscribers is achieved through efficient key management and distributed processing. Low latency message delivery ensures real-time communication capabilities even with complex access control mechanisms.
Efficient key management minimizes the computational overhead of cryptographic operations, while maintaining security guarantees. The system employs minimal computational overhead through optimized cryptographic operations and efficient protocol design.
## 3. Proposed Architecture
### 3.1 System Components
The architecture consists of four primary components that work together to provide secure, decentralized publish/subscribe functionality:
**Key Manager**
The Key Manager serves as the cryptographic backbone of the system, performing several critical functions:
- Cryptographic Operations: Handles all encryption, decryption, and key generation tasks using proxy re-encryption schemes
- Access Control Management: Enforces role-based access control policies through verification of credentials and maintenance of access control lists
- Proxy Re-encryption Implementation: Executes the re-encryption process that enables secure message delivery to authorized subscribers
- Verifiable Presentation Validation: Processes and validates verifiable presentations to ensure subscribers have appropriate permissions
The Key Manager operates as a decentralized network using distributed key generation (DKG) protocols to eliminate single points of failure.
**Publishers**
Publishers are entities that generate and distribute content through channels. Their responsibilities include:
- Channel Creation and Management: Establishing new channels and defining their properties
- Message Encryption: Securing content using channel-specific public keys
- Access Control Policy Definition: Specifying which roles and attributes are required for channel access
- Content Distribution: Broadcasting encrypted messages to the messaging infrastructure
Publishers remain completely decoupled from subscribers, maintaining the pub/sub paradigm's core principles.
**Subscribers**
Subscribers are content consumers who interact with the system through several mechanisms:
- Credential Presentation: Providing verifiable presentations that prove their authorization to access specific channels
- Message Reception: Receiving encrypted messages from subscribed channels
- Decryption Operations: Using their private keys to decrypt re-encrypted messages
- Subscription Management: Maintaining and updating their channel subscriptions based on their roles and needs
The subscriber component includes client-side libraries that handle cryptographic operations and credential management.
**Identity Provider**
The Identity Provider forms the trust foundation of the system through:
- Credential Issuance: Creating and signing verifiable credentials that attest to subscriber attributes and roles
- Identity Validation: Verifying the authenticity of subscriber identity claims
- Role Attestation Management: Maintaining and updating role assignments through verifiable credentials
- Revocation Services: Managing the lifecycle of credentials including revocation when necessary
The Identity Provider operates independently of the messaging infrastructure, enabling separation of concerns between identity management and message delivery.
### 3.1.1 Component Interactions
The components interact through standardized protocols that ensure security and scalability:
```mermaid
graph TB
IP[Identity Provider] -->|Issues Credentials| S[Subscriber]
S -->|Presents VP| KM[Key Manager]
P[Publisher] -->|Creates Channel| KM
P -->|Publishes| MS[Message Store]
KM -->|Re-encryption Keys| MS
MS -->|Encrypted Messages| S
```
### 3.3 Trust Model
The system operates under a distributed trust model where:
**Key Manager Trust**
- Operates as a decentralized network using threshold cryptography
- No single node has access to complete key material
- Consensus required for critical operations
**Publisher Trust**
- Publishers are trusted to define appropriate access control policies
- Cannot access subscriber-specific information
- Cannot decrypt re-encrypted messages
**Subscriber Trust**
- Must maintain credential security
- Cannot share or delegate access rights
- Subject to credential revocation
**Identity Provider Trust**
- Trusted for identity attestation
- Cannot access message content
- Cannot impersonate subscribers
### 3.2 Protocol Design
#### 3.2.1 Channel Creation
```python
def create_channel():
# Generate channel keypair
pkC, skC = KeyGen(security_parameter)
# Store channel metadata
channel_metadata = {
'public_key': pkC,
'access_policy': policy,
'created_at': timestamp
}
return channel_id, pkC
```
```mermaid
sequenceDiagram
participant P as Publisher
participant KM as Key Manager
participant L as Ledger
P->>KM: RequestChannelCreation(policy)
KM->>KM: GenerateChannelKeyPair()
KM->>L: StoreChannelMetadata(pkC, policy)
L-->>KM: channel_id
KM-->>P: channel_id, pkC
```
#### 3.2.2 Message Publication
```python
def publish_message(message, channel_id):
# Retrieve channel public key
pkC = get_channel_key(channel_id)
# Encrypt message
ciphertext = Enc(pkC, message)
# Broadcast encrypted message
broadcast(channel_id, ciphertext)
```
```mermaid
sequenceDiagram
participant P as Publisher
participant KM as Key Manager
participant MS as Message Store
participant S as Subscriber
P->>KM: GetChannelKey(channel_id)
KM-->>P: pkC
P->>P: Encrypt(message, pkC)
P->>MS: Publish(encrypted_message)
MS->>S: Broadcast(encrypted_message)
```
#### 3.2.3 Subscription Process
```python
def subscribe(channel_id, subscriber_vp):
# Validate verifiable presentation
if not validate_vp(subscriber_vp):
raise InvalidCredentialsError
# Generate re-encryption key
rkB = ReKeyGen(pkC, subscriber_pk)
# Store subscription
store_subscription(channel_id, subscriber_id, rkB)
```
```mermaid
sequenceDiagram
participant S as Subscriber
participant IP as Identity Provider
participant KM as Key Manager
participant MS as Message Store
S->>IP: RequestCredential(identity)
IP-->>S: VerifiableCredential
S->>S: CreatePresentation(VC)
S->>KM: Subscribe(channel_id, VP)
KM->>KM: ValidatePresentation(VP)
KM->>KM: GenerateReEncryptionKey()
KM->>MS: StoreSubscription(sub_id, reKey)
KM-->>S: SubscriptionConfirmation
```
#### 3.2.4 Message Decryption Sequence
```mermaid
sequenceDiagram
participant S as Subscriber
participant MS as Message Store
participant KM as Key Manager
S->>MS: RequestMessage(msg_id)
MS->>KM: GetReEncryptionKey(sub_id)
KM-->>MS: reKey
MS->>MS: ReEncrypt(message, reKey)
MS-->>S: reEncrypted_message
S->>S: Decrypt(reEncrypted_message)
```
### 3.3 Access Control Mechanism
The system implements RBAC through:
- Verifiable Presentations containing role attestations
- Policy-based access control decisions
- Dynamic role verification
- Credential revocation checking
### 3.4 Key Rotation Sequence
```mermaid
sequenceDiagram
participant KM as Key Manager
participant L as Ledger
participant MS as Message Store
participant S as Subscriber
KM->>KM: GenerateNewChannelKeys()
KM->>L: UpdateChannelKeys(new_pkC)
KM->>KM: GenerateNewReEncryptionKeys()
par Key Distribution
KM->>MS: UpdateReEncryptionKeys()
and Notification
KM->>S: NotifyKeyRotation()
end
```
### 3.5 Revocation Sequence
```mermaid
sequenceDiagram
participant P as Publisher
participant KM as Key Manager
participant L as Ledger
participant S as Subscriber
P->>KM: RevokeAccess(sub_id)
KM->>L: MarkRevoked(sub_id)
KM->>KM: UpdateChannelKeys()
par Revocation
KM->>KM: RevokeReEncryptionKeys(sub_id)
and Notification
KM->>S: NotifyRevocation(sub_id)
end
```
## C4 diagrams
```plantuml
@startuml C4_Context
!include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Context.puml
LAYOUT_WITH_LEGEND()
title System Context diagram for Privacy-Preserving Pub/Sub System
Person(publisher, "Publisher", "Content creator who publishes encrypted messages")
Person(subscriber, "Subscriber", "Content consumer with role-based access")
System(pubsub_system, "Privacy-Preserving Pub/Sub", "Enables secure message broadcasting with role-based access control")
System_Ext(identity_provider, "Identity Provider", "Issues and validates verifiable credentials")
Rel(publisher, pubsub_system, "Publishes encrypted messages")
Rel(subscriber, pubsub_system, "Subscribes and receives messages")
Rel(subscriber, identity_provider, "Obtains credentials")
Rel(pubsub_system, identity_provider, "Verifies credentials")
@enduml
```
```plantuml
@startuml C4_Container
!include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Container.puml
LAYOUT_WITH_LEGEND()
title Container diagram for Privacy-Preserving Pub/Sub System
Person(publisher, "Publisher", "Content creator who publishes encrypted messages")
Person(subscriber, "Subscriber", "Content consumer with role-based access")
System_Ext(identity_provider, "Identity Provider", "Issues and validates verifiable credentials")
System_Boundary(pubsub_system, "Privacy-Preserving Pub/Sub") {
Container(key_manager, "Key Manager", "Distributed Network", "Handles cryptographic operations and access control")
Container(message_store, "Message Store", "Distributed Storage", "Stores encrypted messages")
Container(api_gateway, "API Gateway", "REST API", "Handles external communications")
}
Rel(publisher, api_gateway, "Publishes messages", "HTTPS")
Rel(subscriber, api_gateway, "Subscribes/receives messages", "HTTPS")
Rel(api_gateway, key_manager, "Manages keys and permissions", "Internal")
Rel(api_gateway, message_store, "Stores/retrieves messages", "Internal")
Rel(key_manager, identity_provider, "Verifies credentials", "HTTPS")
@enduml
```
## 4. Security Analysis
### 4.1 Threat Model
The system assumes:
- Semi-honest participants
- Potential collusion between subscribers
- Active network adversaries
- Compromised messaging infrastructure
### 4.2 Security Properties
The architecture ensures:
- Perfect forward secrecy
- Collusion resistance
- Key independence
- Message confidentiality
- Access control enforcement
### 4.3 Formal Security Proofs
(Detailed security proofs and mathematical analysis would be included here)
## 5. Implementation Considerations
### 5.1 Key Manager Implementation
Custom key managers must:
- Implement standardized API
- Maintain public accessibility
- Support decentralized operation
- Handle key rotation
- Manage access control policies
### 5.2 Performance Optimizations
The system incorporates:
- Caching mechanisms
- Batch re-encryption
- Lazy key generation
- Efficient revocation handling
### 5.3 Scalability Considerations
Addressing scalability through:
- Distributed key management
- Hierarchical access control
- Efficient message routing
- Load balancing
## 6. Future Work
Several areas warrant further investigation:
- Optimizing re-encryption performance
- Enhancing role-based access control granularity
- Implementing attribute-based access control
- Improving revocation mechanisms
- Developing standardized APIs
## 7. Conclusion
This paper presents a comprehensive solution for privacy-preserving broadcast pub/sub systems that maintains the fundamental principles of decoupling and scalability while providing robust role-based access control. The combination of proxy re-encryption and verifiable presentations enables a secure, scalable, and truly decentralized messaging infrastructure suitable for enterprise applications.
## References
(Relevant academic papers and technical specifications would be listed here)
Sources