AI Security – Detect & Prevent Cyber Attacks with AI

AI Security: Prevent Cyber Attacks with AI

AI Security applies machine intelligence to detect and stop cyber attacks. Strengthen cyber defense with AI for behavior analytics (UEBA), anomaly detection, automated response (SOAR), and end-to-end protection (EDR/XDR).

↓ 30–45%MTTR after 90 days
↑ 20–35%Detection coverage
↓ 25–40%False positive rate
Kickoff checklist
Normalize log/telemetry sources (SIEM, endpoint, API, K8s, IdP).
Define top-5 risk scenarios & prioritize SOAR playbooks.
Set KPIs: MTTD/MTTR, false positive rate, domain-level coverage.
30–60–90 day milestones
Day 30
Connect sources, UEBA baseline, PoC 2 playbooks.
Day 60
Expand XDR/API/K8s, tune thresholds, compliance.
Day 90
>50% SOAR automation, clear response SLAs.
Ongoing
Threat hunting & knowledge/model updates.

AI in Cybersecurity

AI analyzes high-volume signals to uncover sophisticated attack patterns, speed up response, and reduce false positives—so your team can focus on real threats.

User & Entity Behavior Analytics (UEBA)

Learn normal user/device behavior and automatically alert on anomalous or abnormal activity against the baseline.

Extended Detection & Response (XDR)

Correlate signals across endpoints, network, cloud, and apps for a holistic, deep view of the attack chain.

Security Orchestration, Automation & Response (SOAR)

Automate investigation and incident response via playbooks—contain threats and remediate in seconds.

Lean implementation roadmap

A three-phase path to move from PoC to operations: scope risks, expand detection coverage, and automate response with SLAs.

30 Days

Connect & Baseline

Normalize logs, enable UEBA to build behavior baselines, and PoC two SOAR playbooks for the highest-risk scenarios.

60 Days

Expand & Tune

Broaden XDR correlation (endpoint, API, K8s), tune alert thresholds to reduce noise, and add compliance reporting.

90 Days

Automate & SLAs

Automate >50% of playbooks, define risk-based response SLAs, and finalize ticket flows integrated with ITSM.

Comprehensive Protection & Strict Compliance

Tactics coverage (MITRE ATT&CK)

Prioritize tactics with the highest impact on data and operations. Track coverage and sensitivity per infrastructure domain (endpoint, API, K8s, cloud, IdP).

Initial Access
PhishingExposed API
Credential Access
Password SprayToken Theft
Lateral Movement
RDP/SSH AbuseTunneling
Exfiltration
Cloud EgressAPI Data Leak
Impact
RansomwareWiper
Persistence
Startup TasksCloud Keys

Data Guardrails & Compliance

Establish data boundaries, enforcement policies, and full auditability to meet stringent legal and industry standards.

  • Data Boundary: Processing zones separation, at-rest/in-transit encryption, IP allowlist.
  • PII/PHI Handling: Detect & redact sensitive data before storage/logging.
  • Access Control: RBAC, just-in-time access, key rotation & secret scanning.
  • Policy & Audit: Policy-as-code and immutable logs to support forensics.
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