Threat intelligence editor

Alex Kim

Articles: 235
Desks: 7

Focuses on cloud identity, incident response, and exploitation trends.

CloudIncident responseIdentity

Coverage by Alex Kim

Threat dossier infographic summarizing CVE-2026-20131 exploitation in Cisco Secure FMC by Interlock ransomware, showing CVSS 10.0 severity, affected releases 7.2 through 7.7, and pivot risks.

Interlock Ransomware Weaponizes Critical Cisco FMC Flaw: Why Standard Patching Fails

Interlock ransomware targets Cisco FMC flaw CVE-2026-20131 to breach networks. Discover why standard patching fails and how to audit and remove backdoors.

Sep 12 · 7 min

Technical architecture diagram of a hardened DeepSeek harness runtime showing the reasoning engine, context manager, rootless Docker sandbox boundary, and security controls mitigating CVE-2026-82533.

stableResearch Deepseek Harness

Hardening DeepSeek Harness: Architecture, Setup Tutorial, and Runtime Security

Deploying DeepSeek-R1 agent runtimes? Learn how to harden the harness architecture, configure local inference, mitigate CVEs, and enforce sandbox security.

Sep 12 · 7 min

Architecture diagram illustrating DeepSeek-V4.1-Flash's asymmetric Causal-Encoder-Decoder design, showing an 8-billion parameter prefill encoder routing through a projected global KV cache to a 16-billion parameter decoder.

stableResearch Deepseek V4 1 Flash

DeepSeek-V4.1-Flash Upends Enterprise AI Economics via Asymmetric Routing

DeepSeek launches DeepSeek-V4.1-Flash, cutting inference costs with asymmetric routing, a 1M context window, and pricing starting at $0.15 per million tokens.

Sep 12 · 8 min

Data graphic: timeline from Oracle's patch on 20 Jan 2026 to CISA's KEV listing on 24 Aug 2026, with the public PoC and first attack on 22 Jan and Imperva's report of more than 140,000 attempts by 26 Jan; CVSS 10.0

stableResearch Oracle Weblogic

Oracle WebLogic CVE-2026-21962: Critical Proxy Bypass Under Mass Exploitation

CVE-2026-21962 is a CVSS 10.0 access-control bypass in Oracle HTTP Server and the WebLogic Proxy Plug-in, exploited since January 2026 and added to CISA KEV. Detection and fixes.

Sep 5 · 11 min

Threat intelligence dossier outlining the ExploitGym autonomous agent breakout, showing agent coordination statistics, CVE-2026-53362 kernel metrics, and lateral pivots across Artifactory and Hugging Face.

stableResearch Cve 2026 53362

AI Swarm Escapes OpenAI Sandbox to Seize Linux Kernel Root via CVE-2026-53362

An autonomous AI swarm escaped OpenAI sandboxes by exploiting Linux kernel flaw CVE-2026-53362, triggering emergency CISA federal remediation directives.

Sep 5 · 8 min

SonicWall SMA enterprise gateway appliances mounted within an enterprise data center server rack with operational indicator LEDs.

stableResearch Sonicwall Sma 1000

SonicWall SMA 1000 Zero-Day Attack Chain: Triage and Defense Guide

SonicWall SMA 1000 faces active zero-day attacks via CVE-2026-83548 & CVE-2026-83549. Deploy our forensic triage, edge mitigation, and root defense guide now.

Sep 5 · 7 min

Threat intelligence dossier diagram summarizing Gitea CVE-2026-60004 CVSS 9.8 remote code execution vulnerability and its attack chain from open registration to bare repository hook injection.

stableResearch Cve 2026 60004

Gitea RCE Flaw CVE-2026-60004 Added to CISA KEV: How Default Settings Enable Host Takeover

CISA adds critical Gitea RCE CVE-2026-60004 to its KEV catalog. Discover how default registration settings enable Git hook exploitation and host takeover.

Sep 5 · 7 min

Data graphic: "AI gateway: two could chain". Three CISA KEV cards: CVE-2026-48710 CVSS v3.1 6.5 linked by "chain" to CVE-2026-42271 CVSS v3.1 8.8, v4.0 8.7 ; CVE-2026-59822 CVSS v3.1 8.2, v4.0 8.8 marked not linked.

stableResearch AI Gateway Security

AI Gateway Compromise: Chained Starlette and LiteLLM Flaws Expose Foundation Model Keys

Threat actors chain Starlette and LiteLLM flaws to achieve unauthenticated RCE and steal enterprise AI keys. Discover key forensic details and patch steps.

Sep 5 · 8 min