.png&w=256&q=75)
🤓 Latest Submissions
ARGUS: Multi-Agent AI Infrastructure SOC
AI infrastructure: decentralized GPU clusters, third-party inference APIs, and model supply chains — is now critical infrastructure, yet has no adequate security solution. Its threats operate below the visibility of traditional SOC tools: GPU Rowhammer bit-flips, remote code execution in inference frameworks (CVE-2025-30165), and malware hidden inside model weights (ReversingLabs 2025). A compromised compute node still passes every health check, the anomaly is purely behavioral. ARGUS is a multi-agent AI Security Operations Center built for this layer. Six agents coordinate through the Band platform: SENTINEL orchestrates and routes each incident; IRIS triages anomalies and severity; PHANTOM maps them to known CVEs and threat signatures; SKEPTIC adversarially challenges every attribution before it proceeds, our core differentiator, preventing false-positive containment of legitimate providers; ORACLE traces the blast radius across affected nodes and customers; and GUARDIAN proposes tiered containment that executes only after human approval. Every handoff flows through Band as a structured, timestamped, auditable trail — the compliance record regulators (DORA, SOX, HIPAA) are beginning to require. For enterprises running AI on compute they don't fully control, ARGUS replaces blind distributed trust with continuous multi-agent verification.
19 Jun 2026
