msoedov/agentic_security

• highreadme#1

  Reposition the README's opening to highlight the 'agentic' methodology

  Why:

  CURRENT

  An open-source vulnerability scanner for Agent Workflows and Large Language Models (LLMs) Protecting AI systems from jailbreaks, fuzzing, and multimodal attacks.

  COPY-PASTE FIX

  Copy

  An open-source **agentic** vulnerability scanner for Agent Workflows and Large Language Models (LLMs), leveraging autonomous agents to protect AI systems from jailbreaks, fuzzing, and multimodal attacks.

  OpenDoneDismiss
• mediumcomparison#2

  Add a dedicated 'Comparison' or 'Why Agentic Security?' section to the README

  Why:

  COPY-PASTE FIX

  Copy

  A new section titled 'Why Agentic Security? (vs. Giskard, LLM Guard, Garak)' or similar, outlining key differentiators like its agentic approach, multi-step attack simulation, and multimodal capabilities.

  OpenDoneDismiss
• lowtopics#3

  Expand the 'Topics' list with more specific terms related to agentic AI and security

  Why:

  CURRENT

  agent-framework, agent-security, ai-red-team, llm-evaluation, llm-evaluation-framework, llm-fuzzer, llm-fuzzer-aggregator, llm-fuzzing, llm-guardrails, llm-jailbreaks, llm-scanner, llm-security, llm-vulnerabilities, prompt-testing

  COPY-PASTE FIX

  Copy

  agent-framework, agent-security, ai-red-team, llm-evaluation, llm-evaluation-framework, llm-fuzzer, llm-fuzzer-aggregator, llm-fuzzing, llm-guardrails, llm-jailbreaks, llm-scanner, llm-security, llm-vulnerabilities, prompt-testing, agentic-ai-security, autonomous-red-teaming, multimodal-llm-attacks, rl-based-attacks

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How to scan large language models for vulnerabilities and potential jailbreaks?

  you: not recommended
  AI recommended (in order):

  1. Giskard
  2. LLM Guard
  3. OWASP LLM Top 10 Project
  4. MITRE ATLAS
  5. PromptInject
  6. Scale AI
  7. Surge AI
  8. LangChain
  9. LlamaIndex
  10. Semantic Kernel
  11. OpenAI's moderation endpoint

  AI recommended 11 alternatives but never named msoedov/agentic_security. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  What tools are available for AI red teaming and LLM security fuzzing?

  you: not recommended
  AI recommended (in order):

  1. Garak
  2. LLM-Security
  3. Adversarial GLUE (AdvGLUE)
  4. OpenAI Evals
  5. Robustness Gym
  6. Microsoft Counterfit
  7. IBM Adversarial Robustness Toolbox (ART)

  AI recommended 7 alternatives but never named msoedov/agentic_security. This is the gap to close.

  Show full AI answer

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of msoedov/agentic_security?

  pass
  ⚠AI did not name msoedov/agentic_security — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts msoedov/agentic_security in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named msoedov/agentic_security explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo msoedov/agentic_security solve, and who is the primary audience?

  pass
  ✓AI named msoedov/agentic_security explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?