Tophant AI Security

▶️Seed Community ：

[Tophant AI Security @Tophant001]

🔍 Is your AI gateway really secure?

🚀 RouterBeat Security Assessment is now LIVE — 100% FREE!

🛡️ 13 specialized detection engines
📊 Comprehensive security scoring
⚠️ Explore risks like prompt injection, data exfiltration, and token inflation.

Test your AI gateway now 👇
https://t.co/zMi6xXr8mL

#AISecurity #AIGateway #RouterBeat

[Dhanush N @Dhanush_Nehru]

Officially joined the seed community as an AIBEAT Ambassador!

Excited to help test and build a safer AI ecosystem. 🛡️

[Tophant AI Security @Tophant001]

💬 Want to discuss your results or share feedback?

Join our AIBEAT Discord community and connect with us in the #routerbeat channel! 🚀

👉 https://t.co/m3EUg4RgNo

[Tophant AI Security @Tophant001]

🔍 Is your AI gateway really secure?

🚀 RouterBeat Security Assessment is now LIVE — 100% FREE!

🛡️ 13 specialized detection engines
📊 Comprehensive security scoring
⚠️ Explore risks like prompt injection, data exfiltration, and token inflation.

Test your AI gateway now 👇
https://t.co/zMi6xXr8mL

#AISecurity #AIGateway #RouterBeat

[Tophant AI Security @Tophant001]

🔎 Explore AIBEAT: https://t.co/8qUorh2Nz3
📷 Discuss and submit cases on Discord: https://t.co/1td4Z3eNxg

[Tophant AI Security @Tophant001]

🌱 AIBEAT Seed Community Phase 1 is LIVE!

🧪 Try AIBEAT
💬 Share feedback
🔍 Submit real-world AI security test cases
💰 Eligible contributors can earn cash rewards + an AIBEAT Ambassador Certificate.
⏳ Limited rewards · Ends Oct 31

[Tophant AI Security @Tophant001]

@elonmusk When an AI agent has network access, credentials, and tools, safety also depends on what it can reach, what it can do, and whether someone outside the model can stop it. Can we build systems that are both truth-seeking and externally constrained?

[Tophant AI Security @Tophant001]

@vineete_5 AI safety used to mean: Will the model refuse a dangerous request?
Now the harder question is: How far can it go once it has access to networks, credentials, and tools?

[Tophant AI Security @Tophant001]

We tested a poisoned-document scenario in a CrewAI + RAG setup.

A few interesting defense ideas came up from the discussion:

• Treat retrieved content as untrusted by default
• Use structured JSON/XML instead of raw text
• Re-check tool calls against the original user task before execution

Which approach would you trust most in a real RAG / Agent system?

[Tophant AI Security @Tophant001]

@aacle_ Hey Abhishek , just sent you a DM 😊
Would love to pick up where we left off and explore a collaboration with AIBEAT. Please check when you have a moment

[Tophant AI Security @Tophant001]

@i_mika_el Great question! We’re still finalizing the criteria and will share the details in our Discord.

Feel free to join us here:
https://t.co/4zcBxvQPeP

[Tophant AI Security @Tophant001]

AIBEAT Seed Community Co-Building Program — Coming Soon

We’re preparing a new co-building program for early contributors, with opportunities to join real-world testing, share cases, provide feedback, and contribute to AIBEAT.

Bounty activities are also coming soon, with cash rewards for valuable test cases, findings, and meaningful contributions.

Feel free to invite more builders, researchers, and security practitioners interested in LLM, RAG, Agents, AI security, red teaming, and developer tools to join us.

More details coming soon!

https://t.co/wyYJ06TWYe

[Tophant AI Security @Tophant001]

@nikks_techie Interested in AIBEAT? 👋 Join our Discord Seed Community — bounty activities are coming soon.🚀https://t.co/4zcBxvQPeP

[Tophant AI Security @Tophant001]

@rwayne Roland有空看下私信😄

[Tophant AI Security @Tophant001]

@github_repo 你好，我想咨询GITHUB项目推广合作，希望能得到你的回复。

[Tophant AI Security @Tophant001]

@DanKornas Hi Dan — I sent you a collaboration request for AIBEAT on Passionfroot yesterday. Would love to explore a short X collaboration if you’re interested. Thanks!

[Tophant AI Security @Tophant001]

@rwayne Roland 你好，我们这边在做一个面向 LLM 和 Agent 的开源 AI 安全测试项目 AIBEAT，感觉和你的内容方向挺契合。想看看有没有机会做一次合作，如果方便的话想私下和你聊聊～（已私信您了）

[Tophant AI Security @Tophant001]

Building AIBEAT — open-source AI security testing for LLMs & Agents.

We’re looking for a few early partners: AI security creators, researchers & community builders.

If you’d like to help more people discover AIBEAT, we’d love to collaborate.

DM us or email: [email protected]

[Tophant AI Security @Tophant001]

Prompt attacks are only half the story.
PromptBeat creates and runs the attacks.
AgentBeat follows what the Agent actually does next — traces, environment changes, and evidence.
That’s AIBeat in 35 seconds.

[Tophant AI Security @Tophant001]

@FelipeFumero663 Yeah, retrieval is one thing. Citing it makes it feel way more legit than it should.

[Tophant AI Security @Tophant001]

A poisoned document entered a CrewAI RAG pipeline.

The Agent repeated the planted instruction — and cited it.

Fail already, or only when it acts?

Where would you draw the line?

[Tophant AI Security @Tophant001]

@martin_ysu Same 👀 That’s where things get spicy.