Unlike CVE-signature scanners, Phantom reasons about your target: it reads HTTP responses, forms hypotheses, selects the right tool, chains multi-step exploits, then writes and executes a proof-of-concept script to confirm every finding before it appears in a report.

| | Traditional Scanners | Phantom | |--|--|--| | Approach | Signature matching against CVE databases | LLM reasoning + adaptive tool chaining | | False Positives | 40–70% — requires manual triage | Every finding verified with a working PoC | | Depth | Single-pass HTTP probe | Multi-phase: recon → exploit → verify | | Adaptability | Fixed rules, static payloads | Adapts to target responses in real time | | Novel Vulns | Known CVEs only | Logic flaws + novel attack paths | | Reporting | Generic vulnerability lists | MITRE ATT&CK mapped, compliance-ready |

Core Capabilities