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Curated links from external sources — not 360Softy original articles.

ExternalCloud
Google Cloud Blog

Demystifying AI Exploits: A Blueprint for AI-Assisted Vulnerability Management

Written by: Jules Czarniak Introduction  As highlighted in the Mandiant M-Trends 2026 report, the mean time-to-exploit (TTE) has dropped to -7 days, meaning vulnerabilities are often exploited a week before a patch even exists.  To keep pace, many security teams are exploring how to integrate large language model (LLM) agents into their codebases, development environments and continuous integration and continuous delivery (CI/CD) pipelines for automated vulnerability discovery and remediation.

Threat Intelligence
Google Cloud BlogRead original
External
The Hacker News

n8n Token Exchange Flaw Could Let Attackers Log In as Users From Another Issuer

n8n, the workflow automation platform, handed out the wrong accounts at login. On Enterprise instances configured to trust more than one external token issuer, it matched an incoming JWT to a local user on the sub claim alone and ignored iss. A valid token from issuer A carrying a sub that belongs to someone under issuer B logged you in as them. Their password never

The Hacker NewsRead original
ExternalSoftware Architecture
Martin Fowler

The Archaeologist’s Copilot

When people think of legacy modernization, most folks aren't imagining the target environment will be Java 8. But this was the challenge facing Nik Malykhin when he needed to run a Java 1.5 codebase on today's hardware. His early use of LLMs gave plausible answers that did not hold up in the codebase. Progress came when he grounded the process in evidence, using AI to support analysis, validation in a stable Docker environment, and gradual refactoring protecte

Martin FowlerRead original
ExternalCybersecurity
SecurityWeek

Two Scattered Spider Hackers Sentenced to Jail in UK

Thalha Jubair and Owen Flowers were prosecuted over a 2024 cyberattack targeting Transport for London (TfL). The post Two Scattered Spider Hackers Sentenced to Jail in UK appeared first on SecurityWeek.

CybercrimeTracking & Law Enforcementhacker
SecurityWeekRead original

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