News & Insights

Stay ahead with the latest cybersecurity policy, technology and industry news.

Building an AISOC with AI + Splunk: From Alert Ocean to Autonomous Triage — A Practical Guide

An AISOC (AI-driven Security Operations Center) upgrades the SOC from 'humans watching alerts' to 'AI triages, humans decide.' Why Splunk is the data backbone, how AI lands across de-noising / correlation / hunting / triage / SOAR, a reference architecture, the risks and limits, and a 90-day rollout.

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OpenAI Releases an Open-Source Codex Security CLI: What an AI Command-Line Auditor Means, and How to Adopt It Safely

OpenAI is said to have released and open-sourced Codex Security CLI — an LLM-based tool that audits your codebase for vulnerabilities from the command line. What it is, its limits, what open-sourcing changes, how it compares to SAST and other AI reviewers, and a checklist to fold it safely into your pipeline.

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Anthropic's Opus 5 Nears Mythos 5 on Finding Bugs, but Falls Short on Exploits

Reports say Anthropic's latest model nears a top baseline at finding bugs, yet still lags at turning them into working exploits. A security read on this "can find, can't pop" gap — plus a checklist to fold AI bug-finding safely into your pipeline.

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Vibe-Coded Apps Riddled With Exploitable Security Flaws

Vibe coding spins up whole apps from natural language in minutes, but these AI-generated, under-reviewed apps routinely ship exploitable flaws: hard-coded secrets, missing authorization, SQL injection, SSRF, IDOR and exposed .env. Here's why — plus a pre-launch hardening checklist.

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Security Agents May Replace Some Traditional Security Products

Security agents are moving from alert-assist to autonomous triage and response, and may replace some traditional security products. We map what they can and cannot replace, the risks, and a 90-day rollout.

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Claude Code Security Review Opens to Individual Users: One-Command Repo Vulnerability Scanning — and Its Limits

Anthropic has opened Claude Code's security review (/security-review + GitHub Action) to individual / Pro users, letting developers scan repos for SQL injection, SSRF, hard-coded secrets and more. We break down how it works, its real limits, and how to fit AI code review into a shift-left pipeline.

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The Security Gap in AI Agents: What It Takes to Scale Safely — Insights from 800+ Global Leaders

A read of the whitepaper The Security Gap in Agents: 40% of leaders name security the #1 barrier to scaling agentic AI, and 85% know MCP yet find it not enterprise-ready. Includes an enterprise rollout checklist.

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AI Container Security — Playbook & Open-Source Landscape

From GPU container escapes and model pickle RCE to Agent sandboxes: a full threat model, defense-in-depth architecture and a 40+ open-source tool map for AI workloads on K8s/Docker — with a 90-day rollout plan.

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Complete AI Security Guide — Threat Model to Defense

A CISO / security-architect field guide: OWASP LLM Top 10, prompt injection, Agent / RAG threats, AI red-team & defense tool map, and a 16-point pre-launch checklist.

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Claude Zero Trust — an Enterprise AI-Security Playbook

Anthropic / Claude's five-layer Zero-Trust practice (identity / data / network / application / Agent), plus a 12-week enterprise rollout and 8-step action list.

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Detecting Fastjson 1.2.83 RCE — WAF/RASP/SIEM Playbook

Four detection layers for gadget-free RCE: JSON-semantic WAF rules, Fastjson log strings, RASP class-loader hooks, DNS/egress correlation — with an 8-step checklist.

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Fastjson 1.2.83 Gadget-Free RCE Explained

What gadget-free RCE research means for Fastjson 1.2.83, and the P0/P1/P2 enterprise defense playbook: safeMode, Fastjson2, defense in depth.

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Three Years of DSL: Lessons from Enterprise Compliance

Key paths for enterprise data-security programs, from regulation to practice.

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Rolling out Zero-Trust in Mid-to-Large Enterprises

Lessons from three real-world phased Zero-Trust deployments.

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Halocent Joins CNVD Technical Support Units

We officially became a CNVD support unit, strengthening our vulnerability response capability.

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Must-Read: Spotting Common Phishing Emails

Understand phishing tactics and self-check tips in 5 minutes.

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Top 10 MLPS 2.0 Level-3 Assessment Findings

Distilled from 100+ real projects — frequent issues and remediation advice.

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Halocent Releases the 2025 Cybersecurity Services Whitepaper

Covering our service models, industry solutions and flagship cases.

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