Search Results for "reason"

...RedAmon then uses an AI agent orchestrator to analyze this data, select appropriate tools, and perform exploitation steps such as credential brute forcing or CVE-based attacks. All discovered assets, relationships, and vulnerabilities are stored in a Neo4j knowledge graph, allowing the system to reason about the environment and make informed decisions during the attack process.

The claude-code-security-review repository implements a GitHub Action that uses Claude (via the Anthropic API) to perform semantic security audits of code changes in pull requests. Rather than relying purely on pattern matching or static analysis, this action feeds diffs and surrounding context to Claude to reason about potential vulnerabilities (e.g. injection, misconfigurations, secrets exposure, etc). When a PR is opened, the action analyzes only the changed files (diff-aware scanning), generates findings (with explanations, severity, and remediation suggestions), filters false positives using custom prompt logic, and posts comments directly on the PR. ...

...Default allow disallows nothing and bad things are blocked as they are discovered. This means that you are exposed to any bad things which you don't know about. The reason most networks are modeled on default-allow is that default-deny is hard to manage. What WhitewallManager aims to accomplish is to make default-deny and whitelists manageable with a sensible and efficient work flow. Currently it's a nightmare to manage a default-deny network.