Detection, Scoring, and Response for Growing Security Teams
Prometheus is an Autonomous Defense Platform. From endpoint telemetry to threat detection, the core capabilities security teams need in one platform. Built with real detection logic, ML-assisted scoring, and configurable response workflows.
Core Detection
Six specialized detection engines running in parallel, each producing confidence scores, evidence chains, and remediation recommendations.
Brute Force Detection
Tracks failed authentication attempts, password spraying, and credential stuffing across all monitored services in real time.
Ransomware Detection
Catches file encryption behavior, mass rename patterns, and ransom note creation before damage spreads across volumes.
Beaconing Detection
Identifies C2 callback patterns, DGA domains, and unusual port usage using statistical analysis and periodicity scoring.
DDoS Protection
Identifies volumetric attacks, SYN floods, and application-layer abuse patterns with automatic upstream blocking.
Malware Analysis
Combines behavioral heuristics with signature matching to detect known and unknown malware families across your fleet.
Email Threat Analysis
Analyzes email headers, embedded URLs, sender reputation, and content patterns to detect phishing and social engineering. (Agent email collection in development)
AI & Machine Learning
ML models with shadow scoring and drift monitoring for safe, validated improvement. Shadow scoring, automatic promotion, drift detection, and unified feature extraction.
Shadow Model Scoring
New models run alongside production models, scoring the same data without affecting alerts. Disagreements are tracked and analyzed to measure improvement.
Automatic Model Promotion
Five-gate promotion logic evaluates accuracy, false positive rate, latency, coverage, and stability before any model goes live. Auto-rollback on FP spike.
Continuous Retraining
Monitors for concept drift — when data distribution shifts enough that model accuracy degrades. Triggers automatic retraining when drift exceeds thresholds.
Feature Extraction
Transforms raw security events into ML-ready feature vectors covering temporal patterns, network behavior, process genealogy, and file system activity.
Adaptive Detection-to-Response Pipeline
Seven configurable phases from detection to hardened defenses. Each phase supports configurable automation with approval gates.
DETECT
Six parallel detection engines analyze events in real time and produce confidence scores.
ENRICH
Intent analysis, threat actor profiling, and predictive modeling add context to raw detections.
DECIDE
Risk scoring and policy evaluation determine the appropriate response level for each threat.
RESPOND
Containment playbooks with configurable automation and approval gates. Forensic snapshots are captured before any action.
ISOLATE
Attack isolation sessions contain threats with MITRE ATT&CK mapping and C2 pattern analysis.
BROADCAST
Emergency BOLOs share anonymized threat intelligence across all protected clients instantly.
HARDEN
Adaptive defense rules are auto-generated from IOCs and deployed fleet-wide with effectiveness tracking.
Advanced Defense
Deep inspection capabilities that go beyond endpoint detection. Suspicious memory detection, encrypted connection analysis, deception networks, and adaptive rule generation.
Attack Isolation
Contain active threats in isolation sessions with full MITRE ATT&CK technique mapping and C2 communication pattern analysis.
Deception Network
Deploy platform-aware decoys across your fleet: honeytokens, canary files, fake SSH keys, and AWS credential traps that trigger high-confidence alerts.
Memory Permission Analysis
Detect suspicious memory permission anomalies (RWX pages) in running processes. Advanced injection detection techniques are in development.
DNS Tunneling Detection
Entropy analysis and C2 fingerprinting identify covert data exfiltration channels. Framework for DNS exfiltration detection with entropy analysis and C2 pattern matching.
Encrypted Traffic Analysis
TLS certificate metadata collection and anomaly detection. Certificate anomaly detection catches forged or suspicious TLS sessions.
Adaptive Defense Rules
Auto-generated signature and behavioral rules from confirmed IOCs. Each rule tracks its own effectiveness and is retired when it underperforms.
Threat Intelligence
Understand who is attacking you, what they want, and what they will do next. MITRE ATT&CK classification, threat actor profiling, and predictive modeling.
Intent Analysis
Classifies detections against MITRE ATT&CK tactics and techniques. Risk scoring from 0-100 based on technique severity, asset value, and lateral movement potential.
Threat Actor Profiling
Correlates attacks by IP overlap, TTP similarity (Jaccard), tool fingerprints, infrastructure patterns, and timing analysis to identify persistent adversaries.
Predictive Modeling
100+ MITRE technique transition probabilities predict the attacker's next move. Phase transition analysis forecasts kill chain progression.
Live Attack Feed
Real-time global attack visualization with GeoIP mapping. Watch attacks arrive, get classified, and get neutralized on an interactive world map.
Security Operations
Everything your team needs to manage, investigate, and report. Fleet management, containment playbooks, forensic preservation, and a secure plugin API.
Fleet Management
Centralized endpoint management from a single console. Multi-OS agents with health scoring (0-100), version tracking, and remote policy deployment.
Containment Playbooks
Automated response workflows for ransomware, lateral movement, and data exfiltration. Configurable approval gates and rollback capabilities.
Forensic Preservation
SHA256 hash chains ensure evidence integrity. Bundle hashes, chain of custody records, and integrity verification for legal admissibility.
Incident Reports
One-click PDF generation with executive summary, attack timeline, MITRE mapping, risk assessment, and step-by-step remediation guidance.
Plugin API
Extend detection capabilities with custom plugins. ed25519 signature verification, static analysis, sandboxed subprocess execution, and reputation tracking.