Editing Rollback

= Rollback Mechanism in Seigr Ecosystem =

The '''Rollback Mechanism''' in Seigr’s [[Special:MyLanguage/Seigr Urcelial-net|Seigr Urcelial-net]] ecosystem is a foundational feature enabling segments of [[Special:MyLanguage/.seigr|.seigr files]] to revert to their previous, verified states. Primarily used as part of Seigr’s [[Special:MyLanguage/Immune System|Immune System]], the rollback mechanism preserves data integrity and allows seamless recovery from data corruption, tampering, or network inconsistencies. By leveraging the [[Special:MyLanguage/TemporalLayer|TemporalLayer]] structure and [[Special:MyLanguage/Lineage Tracking|Lineage Tracking]], rollback provides a resilient, verifiable method for restoring .seigr segments.

== Purpose of Rollback ==

The rollback mechanism serves multiple purposes within Seigr’s decentralized data ecosystem:

* '''Data Integrity Restoration''': Allows segments to revert to a previous verified state, ensuring data consistency and tamper resistance.
* '''Enhanced Fault Tolerance''': Provides fault-tolerant recovery for capsules affected by accidental corruption or intentional tampering.
* '''Integration with Adaptive Replication''': Allows the [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]] protocol to adjust replication counts after a rollback, ensuring segment accessibility and redundancy.
* '''Transparency and Traceability''': Rollback events are recorded within the lineage metadata, providing a transparent log of recovery actions.

== Structure of the Rollback Mechanism ==

Rollback relies on a combination of historical records, cryptographic verification, and lineage logging. Key components include:

* '''Temporal Layers''': A [[Special:MyLanguage/TemporalLayer|TemporalLayer]] is created whenever a .seigr segment undergoes a significant change. Each temporal layer acts as a snapshot of the segment's data, timestamped and stored with a unique hash.
* '''Lineage Entries''': Each rollback action is recorded in the capsule’s [[Special:MyLanguage/Lineage Tracking|lineage]] as an entry, ensuring an immutable record of every recovery event.
* '''Integrity Validation''': Before and after a rollback, [[Special:MyLanguage/Integrity Module|integrity checks]] are performed to verify that the data aligns with previous states and the expected historical hashes.

== Key Components of the Rollback Mechanism ==

The rollback process utilizes several Seigr modules to handle, verify, and log every state change, which includes:

* [[Special:MyLanguage/SeigrDecoder|SeigrDecoder]]: Reconstructs previous states from temporal layers during the rollback process.
* [[Special:MyLanguage/SeigrEncoder|SeigrEncoder]]: Re-encodes capsules if reorganization is needed after rollback.
* [[Special:MyLanguage/TemporalLayer|TemporalLayer]]: Stores the segmented history of each capsule, enabling time-based verification.
* [[Special:MyLanguage/LineageEntry|LineageEntry]]: A metadata entry that documents the rollback event, including timestamp, contributing node, and hash verification status.

== Rollback Process ==

The rollback mechanism operates through a structured process involving integrity validation, data restoration, and lineage logging. Below is a step-by-step breakdown:

=== 1. Identifying Rollback Conditions ===

Rollback is triggered when a segment fails integrity validation due to corruption, tampering, or unexpected discrepancies. Conditions that prompt rollback include:

* '''Integrity Failures''': If a segment fails verification in the [[Special:MyLanguage/Integrity Module|Integrity Module]], the Immune System initiates a rollback.
* '''High Threat Level''': Segments with frequent access or security flags may undergo rollback if unusual activity is detected in the [[Special:MyLanguage/Access Context|Access Context]].
* '''Node Failure or Data Inconsistency''': If network nodes report conflicting data or discrepancies between replicated versions, rollback provides a method to return to a verified state.

=== 2. Temporal Layer Access and Validation ===

Once rollback is triggered, the system identifies the last verified [[Special:MyLanguage/TemporalLayer|TemporalLayer]] state to restore:

* '''Locating the Target Temporal Layer''': The target layer is identified by accessing the lineage entries that match the last known secure timestamp.
* '''Hash Verification''': Each temporal layer includes a unique hash, stored in the lineage. This hash is recalculated and compared with the stored hash in the selected layer, verifying that the historical state is uncompromised.

=== 3. Segment Restoration ===

After verifying the target temporal layer, the rollback mechanism reconstructs the segment to its historical state:

* '''Data Reassembly''': The [[Special:MyLanguage/SeigrDecoder|SeigrDecoder]] reassembles the segment using the selected temporal layer’s data.
* '''Metadata Reversion''': Any recent metadata changes, such as replication levels or access logs, are reverted to the previous state.
* '''Consistency Check''': After reconstruction, the restored segment undergoes a consistency check to ensure data alignment with the historical state.

=== 4. Lineage Logging ===

Once the rollback is complete, the system logs the event in the lineage metadata for accountability and transparency:

* '''Rollback Entry Creation''': A new [[Special:MyLanguage/LineageEntry|LineageEntry]] is added, documenting the rollback timestamp, hash verification, and node ID initiating the action.
* '''Verification Details''': Integrity details and the historical hash are stored in the entry to ensure future traceability and verification.

== Mathematical Model of Rollback Integrity ==

The rollback mechanism is mathematically modeled as a hash-linked sequence of events, ensuring data continuity and consistency across temporal layers.

=== 1. Temporal Hash Chain ===

Let the sequence of temporal layers be represented as <math>T = \{ T_1, T_2, ..., T_n \}</math>, where each temporal layer <math>T_i</math> includes a unique hash <math>H(T_i)</math>. The integrity of each layer depends on its hash linkage to the previous state:

<math>H(T_i) = \text{HyphaCrypt}(D_i || H(T_{i-1}))</math>

where:
* <math>D_i</math> represents the data at layer <math>T_i</math>.
* <math>H(T_{i-1})</math> is the hash of the previous layer, ensuring that changes to <math>D_i</math> are verifiable through HyphaCrypt.

=== 2. Probability of Integrity Retention ===

Given a series of <math>n</math> temporal layers, the probability that a segment remains uncompromised, <math>P_{\text{intact}}</math>, is defined as:

<math>P_{\text{intact}} = 1 - (1 - p)^n</math>

where:
* <math>p</math> is the probability that a single temporal layer remains uncompromised.
* <math>n</math> is the number of temporal layers.

This probability model indicates that as the number of verified layers increases, the likelihood of an uncompromised rollback state rises significantly.

== Integration with Seigr’s Immune System ==

The rollback mechanism is a key component of Seigr’s [[Special:MyLanguage/Immune System|Immune System]], enhancing data resilience through automated integrity checks and recovery processes:

* '''Adaptive Replication and Rollback''': The Immune System adjusts replication frequency for capsules flagged for rollback, increasing redundancy for high-risk data.
* '''Threat Monitoring and Response''': The Immune System uses [[Special:MyLanguage/Access Context|Access Context]] and lineage records to detect unusual patterns and initiate rollback if needed.
* '''Cross-Node Rollback Coordination''': In cases of node-level compromise, rollback is coordinated across multiple nodes, ensuring data integrity at the network level.

== Future Enhancements for Rollback ==

Planned enhancements for the rollback mechanism will expand its efficiency and integration across Seigr’s decentralized infrastructure:

* '''Predictive Rollback Triggering''': Using predictive analytics to proactively identify segments at risk of compromise, enabling early rollback and risk mitigation.
* '''Automated Layer Scaling''': Dynamically scaling temporal layers based on capsule access frequency and network conditions, ensuring efficient storage while maintaining rollback capabilities.
* '''Community-Driven Rollback Protocols''': Incorporating decentralized governance models to allow contributors to vote on rollback policies, ensuring ethical data management practices.

== Benefits of Rollback in Seigr ==

The rollback mechanism provides several key advantages within Seigr’s Urcelial-net:

* '''Data Recovery and Consistency''': Enables seamless recovery to verified states, ensuring data continuity in a dynamic environment.
* '''Enhanced Security and Resilience''': By leveraging temporal layers and hash chains, rollback increases data resilience against tampering or corruption.
* '''Transparency and Ethical Governance''': Ensures that each rollback event is recorded, promoting transparency and aligning with Seigr’s ethical data standards.

== Conclusion ==

The Rollback Mechanism is integral to Seigr’s commitment to data resilience and integrity. By allowing segments to revert to prior states securely and verifiably, rollback supports Seigr’s goals of ethical accountability, adaptive recovery, and decentralized data governance. Combined with Seigr’s [[Special:MyLanguage/Immune System|Immune System]] and lineage tracking, the rollback mechanism ensures Seigr remains a robust and self-healing digital ecosystem.

For further reading, explore:
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/TemporalLayer|TemporalLayer]]
* [[Special:MyLanguage/Lineage Tracking|Lineage Tracking]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]
* [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]]
* [[Special:MyLanguage/Integrity Module|Integrity Module]]