proomt

Search

Search posts, papers, and topics

All posts

Google Cloud BlogRon Bushar3 min readintro

Defending at machine speed: Securing the public sector in the agentic era

Summary

Attackers are using AI to accelerate intrusions, making legacy defenses obsolete. Google AI Threat Defense combines Gemini, Wiz, CodeMender, and Mandiant to provide continuous, automated security from code to cloud for public sector organizations.

  • AI-driven attacks necessitate a shift from reactive to proactive, machine-speed cyber defense.
  • Traditional manual security reviews cannot keep pace with sophisticated, automated threats.
  • Google AI Threat Defense integrates Gemini, Wiz, CodeMender, and Mandiant for a unified security loop.
  • Public sector organizations are consolidating security operations into AI-driven SOCs for unified visibility and automated remediation.

Public sector security professionals should care as it outlines Google's integrated AI-driven approach to counter advanced, automated cyber threats and provides examples of its adoption.

4/10

Related reading

  1. Cloud CISO Perspectives: How Google monitors AI threats and advances AI defenses

    Google’s Threat Intelligence team outlines three AI‑driven shifts—software build changes, expanded attack surface, and enhanced threat capabilities—then describes their multi‑model, graph‑based defense stack (AI Threat Tracker, in‑editor “spellcheck”, Wiz Security Graph, Gemini‑powered AI Threat Defense) and concrete threat examples like supply‑chain poisoning, LLMJacking, and AI‑orchestrated cre…

    Google Cloud Bloggoogle.com11 min
  2. Changing the game: How Google uses agentic AI to secure hundreds of millions of lines of code

    Google’s AI & Infrastructure team built an agentic pipeline (Mantis) that runs pre‑submit AI‑driven scans on every code check‑in, validates findings with a fast triage agent (AST + call‑graph analysis) achieving >92% precision in <1 min, then auto‑generates fixes via a bug‑fix agent. Localized threat models and a two‑step scan cut false‑positives to ~3% and prevent hundreds of vulnerabilities eac…

    Google Cloud Bloggoogle.com4 min
  3. Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform

    Google’s Gemini Enterprise Agent Platform now offers a private‑preview Agent Anomaly Detection service that asynchronously analyzes agents’ OpenTelemetry traces and logs to flag risky behavior (e.g., tool misuse, privilege abuse) without adding latency, surfacing findings in Security Command Center and via an API for automated mitigation.

    Google Developersgoogleblog.com4 min
  4. Vulnerability Discovery and Exploitation Trends in the AI Era

    Google Threat Intelligence found that AI is significantly changing the vulnerability landscape. In 2026, vulnerability disclosures and exploitation nearly doubled, with AI-assisted discovery finding more moderate-risk and RCE vulnerabilities, shifting focus from mass-patching to threat-intelligence-driven triage.

    Google Cloud Bloggoogle.com14 minHN3