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Glossary

The AI SOC glossary

Plain-language definitions for the terms behind agentic security operations, from alert triage and telemetry to model drift and explainable AI.

A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z

A

Adaptive Learning (in a SOC)
Agentic AI
Alert Fatigue

B

Baselining
Bayesian Threat Classification
Behavioral Analytics
Behavioral Drift
Blue Team
Botnet Fingerprinting AI

C

Chokepoint Telemetry
CognitiveSOC™
Command Chain Validation
Confidence Threshold Calibration
Contextual Enrichment
Continuous Telemetry

D

Data Pipeline (Security Telemetry)
Data Residency Aware AI
Decision Support AI
Detection Coverage Gap
Drift Analysis for SOC Rules
Drift Analysis for SOC Rules
Dynamic SOC Agent Orchestration

E

Efficiency vs. Effectiveness Tradeoff
Embedding Optimization
Ensemble Models (Security AI)
Environmental Awareness (SOC)
Exfiltration Vector Mapping

F

False Positive Suppression
Federated SOC Learning
Fine-Grained Role Attribution

G

Generative AI in Cybersecurity
Golden Signals
Graph-Based Threat Modeling

H

Handoff Protocols
Heuristic Correlation
Hybrid SOC

I

Identity Spoof Detection
Incident Confidence Score
Incident Phase Labeling
Institutional Knowledge Repository

J

JSON Security Events (JSE)
Just-in-Time Response Orchestration

K

Key Event Attribution
Kill Chain Mapping AI
Knowledge-Driven Triage

L

Latency-Based Threat Inference
Logic Bomb Detection
Low Confidence Alert Isolation

M

Malware Command Structure Analysis
Mesh Agentic Architecture
Model Confidence Interval (MCI)
Model Drift Scoring
MTTD (Mean Time to Detect)
Multi-Tenant SOC AI Tuning

N

Nested Incident Mapping
NLP for Incident Classification
Noise Heatmapping
Noise Suppression Algorithms
Non-Deterministic AI Behaviors
Normalized Threat Score

O

Observability-Driven Response
Operationalizing SOC AI
Operator Fingerprinting
Outcome-Based Security Metrics
Overlapping Threat Indicator Detection

P

Playbook Automation with Context
Policy Violation Auto-Flagging
Pre-trained Detection Agents
Pretext Analysis AI
Prompt Injection

Q

Quality of Investigation (QoI)
Quantitative Risk Scoring
Quarantine Criteria Scoring
Query Fingerprinting
Query Optimization for SIEM
Queue Impact Modeling

R

Redundant Alert Suppression
Response Time Optimization
Responsible AI
Risk Tolerance Modeling

S

Security Use Case Mapping
SOC Maturity Model

T

TTPs (Tactics, Techniques, and Procedures)

X

XAI (Explainable AI) in Security Operations

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