AC-COS unifies your entire security stack with AI-powered semantic vectors, LSTM threat prediction, and automated response — reducing false positives by 70% and responding to threats in under 5 minutes.
Each layer is independently powerful. Together, they form an adaptive intelligence that no single prior art — or combination — has ever achieved.
BERT-powered 128-dim embeddings capture 13 dimensions of organizational context — users, IPs, behaviors, relationships, and more.
Time-series neural networks predict attacks 30% earlier than traditional SIEMs by learning temporal behavior patterns.
n8n-powered playbooks auto-respond in <5 minutes — block, quarantine, isolate, patch, revoke, snapshot — no human needed.
CRYSTALS-Kyber-768 + Dilithium post-quantum cryptography ensures your data is safe from future quantum attacks.
Every log entry is anchored on Hyperledger Fabric, providing tamper-proof audit trails for compliance and forensics.
Honeypots, honeytokens, and honeyfiles lure attackers into revealing themselves while your real assets stay protected.
Zero-knowledge proofs enable anonymous threat intelligence sharing across organizations without exposing private data.
AWS S3 hot/warm + Glacier cold storage with Zstandard compression (60% reduction) and RL-based pruning (25% more).
Designed to outperform Splunk, CrowdStrike, and Darktrace on every key metric.
A continuous 6-step intelligence loop that gets smarter with every incident.
Auto-discover all endpoints, users, and services via SNMP, AD, and cloud APIs.
Convert all logs and context into 128-dim semantic vectors across 13 dimensions.
Store vectors in FAISS for millisecond similarity search across terabytes of data.
Neural networks analyze time-series patterns to predict threats 30% earlier.
n8n playbooks fire automatically — containment in under 5 minutes.
RL feedback loop + dark web monitoring keeps the system ahead of new threats.
AC-COS was evaluated against 14 cited prior arts (FireEye, Darktrace, IBM, Cisco, Splunk, Arctic Wolf, Symantec and more). None of them — individually or combined — achieve this integration:
No prior art uses BERT + FAISS across 13 organizational dimensions for threat detection.
No prior art combines RL-based rule refinement with end-to-end response automation.
No prior art integrates CRYSTALS-Kyber, Hyperledger Fabric, and LIME/SHAP in a single platform.
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