Prompt Injection Explained: How Attackers Manipulate AI Applications
Prompt injection has topped OWASP's LLM Top 10 for two consecutive editions, for a structural reason: instructions and data flow through the same …
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Field notes on AI security, access control, APIs and incident response — the boring fixes that actually stop incidents, written for the engineers who implement them.
Prompt injection has topped OWASP's LLM Top 10 for two consecutive editions, for a structural reason: instructions and data flow through the same …
Every Linux kernel CVE record carries two product entries: git commit ranges and kernel version ranges. We read all 7,987 kernel CNA records published …
An EPSS cutoff of 0.1 misses a quarter of CISA's KEV catalog today, and half of the entries added in the last 90 days. We tracked 113 KEV additions …
A static cloud key stored on a server is a credential that works until someone remembers to rotate it. Workload identity replaces that with a …
EPSS v5 (model v2026.06.15) replaced v4 in the daily feed on June 15, 2026. We diffed the last v4 file against the first v5 file: 26% fewer CVEs at or …
An OpenVEX statement suppresses a finding only when its products, subcomponents and purls line up with what the scanner found. Here is how the go-vex …
Most identity security programs were designed around human users logging in. Service accounts, API keys, and now AI agents don't fit that model, and …
CVE Record Format 5.2.0 added an optional packageURL field to affected entries. We counted it across all 400,445 published records: 1.6% carry one, 12 …
A CSAF VEX file never puts a purl next to a status. Product IDs in product_status point into the product_tree, often through relationships. Here is …
Prompt injection, MCP servers, AI agents and the data-leakage risks that come with putting LLMs into production.
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