Advanced computer security intelligence — from zero‑trust architecture to real‑time threat mitigation.
Defend what matters.
Double extortion & RaaS (Ransomware as a Service) now target cloud backups and supply chains. AI‑assisted evasion is rising.
Deepfake audio, spear‑phishing via generative AI, and real‑time conversation scams bypass traditional filters.
Overprivileged IAM roles, public storage buckets, and shadow APIs — the #1 cause of data leaks in 2025.
Supply chain implants, firmware rootkits, and speculative execution vulnerabilities (Spectre v2).
⚡ 2026 best practice: Implement continuous authentication and micro‑segmentation. Assume breach, verify explicitly.
| Term | Definition |
|---|---|
| XDR | Extended Detection & Response – unified telemetry across endpoints, network, cloud. |
| EDR | Endpoint Detection & Response – real‑time endpoint monitoring and threat hunting. |
| CASB | Cloud Access Security Broker – policy enforcement between users and cloud providers. |
| SOAR | Security Orchestration, Automation & Response – playbook‑driven incident response. |
| MITRE ATT&CK | Knowledge base of adversary tactics, techniques and procedures (TTPs). |
| Zero‑day | Unknown vulnerability exploited before vendor disclosure or patch availability. |
Large language models for alert triage, automated forensics, and natural language threat hunting.
CRYSTALS‑Kyber & Dilithium ready for hybrid deployments – NIST standards.
Decoy networks, breadcrumbs and honeytokens to detect lateral movement early.
AI‑powered social engineering attacks (2025 vs 2024)
Average attacker dwell time before detection (modern networks)
of breaches involve human element or stolen credentials