← Blog

Prompt Injection

12 articles about "Prompt Injection".

AI 安全cryptoincident-databasePrompt InjectionAI Agentultra-lab

From 6 to 21: The Crypto AI Agent Incident Tracker Goes Live ($52M of Documented Loss)

The 6 incidents from last week's analysis, expanded to 21 today. $52M total documented loss. Structured data, open-source repo, public page. Built in-flight.

· 40 min read
AI 安全Prompt InjectioncryptoAI Agentstatic-analysis

Six Crypto AI Agent Heists: What Static Prompt Analysis Catches, What It Doesn't

An honest root-cause analysis of six prompt-injection incidents that drained crypto AI agents — and a measured assessment of what prompt-defense-audit can and cannot catch.

· 100 min read
MCPPrompt InjectionAI 安全OWASP開源BuildInPublic

We Audited 7 Official MCP Servers — 6 Got F

Ran prompt-defense-audit against the 7 official servers in modelcontextprotocol/servers — 12-vector check, OWASP LLM Top 10 mapping. Result: 6 servers scored F, 8 defense vectors at 100% gap rate. Cross-referenced from modelcontextprotocol/servers#3537.

· 47 min read
OWASPAI 安全AI AgentPrompt Injectioncompliance

OWASP Agentic Top 10 — What Every AI Developer Needs to Know in 2026

OWASP released its Top 10 security risks for AI agent applications in 2026. We break down each risk with real data from scanning 1,646 production system prompts.

· 42 min read
AI 安全Prompt Injection開源npmDiscord

One Line to Block 92% of Prompt Injection Attacks

Our Discord AI assistant gets attacked daily. After scanning 1,646 real AI systems, we built a one-liner defense tool.

· 28 min read
AI 安全MCPAI Agent開源Prompt InjectionCLICisco

We Built Lighthouse for AI Agents — One Command, 12-Vector Security Audit

66% of MCP servers have security findings, but nobody runs a security scan before deploying AI agents. We built ultraprobe — zero deps, zero cost, under 1 second. Adopted by Cisco AI Defense.

· 29 min read
開源AI 安全Prompt Injectionlessons-learned

12 Submissions, 0 Merges: What I Learned Contributing to Open Source AI Security

We submitted contributions to NVIDIA, Cisco, Microsoft, OWASP, and 8 other open source projects. All rejected or ignored. Here's how we went from 0/12 to our first merge.

· 40 min read
AI 安全Prompt InjectionDefense PostureNVIDIA garak開源Research

We Scanned 1,646 Real AI System Prompts. Here's What We Found.

We ran our prompt defense scanner against 1,646 leaked production system prompts from ChatGPT, Claude, Grok, Cursor, Perplexity, and 1,300+ custom GPTs. 97.8% have no indirect injection defense. Average score: 36/100.

· 33 min read
AI 安全LLMPrompt InjectionOWASPUltraProbeInfoSec

Prompt Injection Isn't Your Biggest Risk: We Scanned 500 AI Apps and Found 11 Undefended Attack Vectors

Everyone talks about Prompt Injection, but it's just 1 of 12 LLM attack vectors. We scanned 500+ AI system prompts with UltraProbe and found 83% only defend against the most obvious one. Here are the other 11 you're ignoring.

· 63 min read
AI 安全開源Prompt InjectionLLMOWASPnpm

We Open-Sourced Our Prompt Defense Scanner: 200 Lines of Regex That Replace an LLM

Most AI security tools use LLMs to check LLMs. We built a deterministic prompt defense scanner — 12 attack vectors, pure regex, under 1ms, zero cost. Here's why regex beats AI for this job, and how you can use it today.

· 54 min read
AI 安全Prompt InjectionLLMThreadsMindThread

How We Defend AI Against Comment Attacks: 5-Layer Prompt Defense in Production

When your AI auto-replies to hundreds of comments daily, Prompt Injection isn't theoretical — it's happening every day. This is the 5-layer defense architecture we validated across 27 accounts.

· 74 min read
AI 安全Prompt InjectionOWASPLLMSecurity Tools

UltraProbe Is Live — The World's First Free AI Security Scanner That Finds Your LLM Vulnerabilities in 5 Seconds

90% of AI systems are vulnerable to Prompt Injection, yet most developers have no idea. Ultra Lab launches the completely free UltraProbe, covering the OWASP LLM Top 10 attack vectors — making AI security testing accessible to everyone, not just enterprises.

· 49 min read