Practical guides on penetration testing, vulnerability research, and AI-powered security tools.
150 articles
A suspended management platform can coexist with other interfaces still authorized to operate. Mapping that authority helps determine what remains available and what evidence to request before resuming service.
Disabling an integration can leave trust relationships that still need review. The Qubole case helps separate new authentication, existing sessions and evidence of data access.
A release built by a project’s automation still requires review of the code it was authorized to publish. The bee-js and Swarm Desktop case also separates replacing software from recovering the environment that executed it.
A fixed version in inventory can coexist with another editor still open and elevated. Acceptance needs to identify the running executable, loaded plugins and observed authority boundary.
Saving a payment card simplifies future purchases and requires clear retrieval boundaries. This analysis proposes evidence by customer, field and function before accepting recovery.
An MCP integration can carry a session’s authority across several projects. The Mittwald case shows why recovery needs to connect credentials, permissions and reopening decisions.
A code project can carry instructions outside the files a team usually reviews. This analysis of Doctor Web’s research proposes evidence separating acquisition, opening and authorized execution.
A package recorded in a lockfile and a process that executed its code provide different evidence. Response needs to connect the release with its entrypoint and the authority available on the host.
A familiar destination does not establish that an operation was authorized. NotC2 research helps assess the identities and service relationships that can complete an action.