Industries/ AI, Data & Compute/ Cybersecurity

Cybersecurity on PYRAX

Cybersecurity defends systems, data, and identities against a threat landscape where attackers increasingly weaponize AI, and where defenders' own logs and detection models are prime targets for tampering. PYRAX hardens the defensive stack: tamper-proof logs give an append-only, cryptographically-anchored audit trail, PYRAX Compute runs threat-detection models with verifiable ComputeReceipts, and eth_getProof makes security state independently attestable — so evidence and defenses can be trusted even after a breach.

Market size
$193B (2024)
Projection
$562B by 2032 · ~14% CAGR

The market

$193B
Cybersecurity market (2024)
$10.5T
Projected annual cybercrime cost (2025)
~200 days
Avg. breach dwell time
significant
Breaches involving log tampering/deletion

Source: Fortune Business Insights, 2024. Figures are indicative and provided for context.

What's broken today

Attackers delete or alter logs to erase their tracks, destroying forensic evidence.
AI-driven attacks scale faster than human-staffed SOCs can respond.
Threat-detection models are opaque, so a missed or false alert cannot be proven fair or reproduced.
Sharing threat intelligence between organizations exposes sensitive internal data.

How PYRAX transforms it

Concrete network elements mapped to this business.

Tamper-proof, append-only logs

Security events are anchored on-chain with instant finality, so an intruder cannot alter or delete the record without detection, preserving a forensic chain of custody.

PYRAX Compute verifiable threat detection

Detection and triage models run as receipted jobs, so every alert or clear can be reproduced and proven to have used the sanctioned model and rules.

eth_getProof verifiable state

Configuration, patch levels, and access grants are committed to provable state, giving auditors and insurers cryptographic assurance of a system's posture.

Shielded threat-intel sharing

Organizations exchange indicators via shielded transfers with viewing keys, contributing to shared defense without exposing internal identifiers or victims.

Machine identity + BLS finality

Strong on-chain identity for services and devices closes off spoofing, and instantly-final revocation cuts a compromised key out of the network immediately.

Buildathon: dApp ideas

Ship-ready concepts for cybersecurity on PYRAX.

ImmutaLog

01

Append-only SIEM sink that anchors security events on-chain for tamper-evident forensics.

StorageGov

ProofSOC

02

Detection pipeline that attaches a ComputeReceipt to every alert so triage decisions are reproducible.

ComputeComputeReceipt

PostureProof

03

Continuous-compliance dApp that proves patch level and config via eth_getProof to auditors and insurers.

ZKGov

ThreatShare

04

Shielded threat-intelligence exchange with viewing-key-scoped disclosure between members.

ShieldedEVM

KeyRevoke

05

Instant-finality revocation registry that ejects a compromised identity network-wide in one block.

IdentityFinality

HoneyLedger

06

Decoy-and-deception network that immutably records attacker interactions for analysis.

StorageIoT

BountyEscrow

07

Bug-bounty escrow that pays researchers on a verified, reproducible proof-of-vulnerability.

EscrowComputeReceipt

AIWatch

08

Verifiable anomaly detector for on-chain and off-chain activity that proves each flag with a receipt.

ComputeZK