AI Agent Threat Response: Why Pre-Runtime Controls Matter More Than Runtime Detection
AI agent threat response starts before runtime. See why pre-runtime credential controls stop agent misuse that runtime detection can only observe.
Security | Threat Detection | Cyberattacks | DevSecOps | Compliance
The Latest Cybersecurity News & Insights From Around The World
Agentic AI Security: Credentials and Permissions Define the Blast Radius
In July 2026, researchers at Noma Labs coaxed GitHub's new Agentic Workflows into leaking data from a private repository. It wasn’t from malware. They created a plausible-looking issue in a public repository containing instructions for the agent to retrieve information from other repositories in the organization. After testing variations of the prompt, they found that adding one word, "Additionally," was enough to get past GitHub's guardrails.
Machine-Speed Credential Abuse: What the ChainDrop npm Worm Changes
ChainDrop hijacked 444 npm packages and 2B monthly downloads via a Claude Code hook. AI agents have collapsed the gap between credential theft and abuse.
Validity-Override API Tutorial: Confirm If a Leaked Secret Is Still Exploitable
GitGuardian's validity-override API lets security and engineering teams tell GitGuardian whether an exposed credential is actually valid, even when automatic checks mark it as Failed to Check. Secrets tied to internal services, private APIs, or systems GitGuardian cannot reach often fall into this category. GitGuardian automatically validates most supported credential types, but when it cannot, teams can now perform their own validation and feed the result back into the platform.
Why Secrets Slip Through Every Layer of Your Security Stack
Your security stack is a set of specialists, each guarding one territory. Exposed credentials don't respect the boundaries between them, and 64% of the ones found valid in 2022 were still valid four years later.
BSides Las Vegas 2026: Following the Trust Relationships Attackers Are Targeting
BSidesLV 2026 presenters showed how attackers are increasingly exploiting valid trust relationships instead of breaking through the front door, and what we need to do about it.
Inside the LiteLLM hack: 153GB, 433,909 Files, 2,488 Organizations
Attackers dumped everything they harvested from LiteLLM builds during a 40-minute window in March. Here is what is inside and what it says about where secrets live.
Your AI Agents Are Using Your Credentials
AI agent security is an identity problem, but it often starts as a secrets and credential problem. Do your AI agents operate using static API keys, tokens, and other reusable credentials? They might bypass traditional identity controls, creating a governance blind spot.
Vault Coverage Is the Missing Metric in NHI Programs
Most vault programs track a numerator without a denominator. See how vault coverage turns secrets management into a measurable, reportable control.