> Shark by Fencio

Red-Team Assessment For AI Agents

Shark is an AI agent security assessment and red-team testing platform for production agents. It tests real attack paths across prompts, tools, data, and outputs, then produces evidence-backed reports that security teams can reproduce and act on.

Enter The Tank

01 / Attack Paths

Prompt Injection, Tool Misuse, Data Leakage

Shark probes agentic systems for instruction override, unauthorized tool invocation, system prompt exposure, RAG leakage, and workflow abuse.

02 / Evidence

Validated Findings, Not Scan Noise

Every confirmed issue includes reproduction steps, transcript evidence, severity context, and remediation priority for security and product teams.

03 / Coverage

Mapped To AI Security Frameworks

  • OWASP LLM Top 10
  • MITRE ATLAS
  • AIVSS and AVSS scoring
  • Agentic Security Index reporting