What is aipwn used for?

aipwn is an AI security research team that publishes attack research and sells an Agent Security API checking each agent step, plus a local content provenance inspector. It is a good fit for guarding autonomous agents before tool calls and checking whether an image declares AI generation.

How much does aipwn cost?

aipwn is a paid product with no free plan. The Agent Security API is listed at $0.01 per evaluation; the local provenance check is free.

Is aipwn open source?

No. aipwn is proprietary (closed-source) software. In the Security category, open-source options include Infisical, SafeLine and fail2ban.

What are some alternatives to aipwn?

aipwn competes with AgentsAegis, AgentScan and Audn.AI.

aipwn: features, pricing and alternatives

About aipwn

AIPwn is both a research group and a product vendor. The research side studies how AI agents, prompt injection, multimodal models and embodied AI can be broken, publishing findings with reproduction steps and following a responsible disclosure policy where affected vendors are told first.

Its Agent Security API turns those findings into a check that runs before each step of an agent. The API evaluates the step for injection, privilege abuse and data leaks and returns a verdict of allow, review or block. A separate Provenance Inspector reads C2PA credentials and IPTC tags that AI vendors embed in images to show where an image came from and whether it declares AI generation; it gives no verdict when nothing is declared and runs locally without uploading the file. AIPwn is a commercial service with a console, documentation and a pricing page, aimed at teams that deploy AI agents.

Key features

Agent step evaluation with allow, review or block
Checks for injection, privilege abuse and leaks
Published AI security research
Provenance Inspector for C2PA and IPTC data
Local image check with no upload
Console and documentation for developers

Good fit for

→Guarding autonomous agents before tool calls
→Checking whether an image declares AI generation

Tags: ai-security; prompt-injection; agent-security; c2pa; api; research; content-provenance

aipwn: questions and answers

What is aipwn used for?: aipwn is an AI security research team that publishes attack research and sells an Agent Security API checking each agent step, plus a local content provenance inspector. It is a good fit for guarding autonomous agents before tool calls and checking whether an image declares AI generation.
How much does aipwn cost?: aipwn is a paid product with no free plan. The Agent Security API is listed at $0.01 per evaluation; the local provenance check is free.
Is aipwn open source?: No. aipwn is proprietary (closed-source) software. In the Security category, open-source options include Infisical, SafeLine and fail2ban.
What are some alternatives to aipwn?: aipwn competes with AgentsAegis, AgentScan and Audn.AI.