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Phoenikz Prompt Injection Analyzer

Detect and analyze prompt injection attacks in image-based inputs with enterprise-grade security scanning.

Aligned with OWASP LLM Top 10 (LLM01) to strengthen AI safety and resilience.

Analysis Result

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Prompt Injection Testing Interface (OpenRouter Models)

Test how various safety-tuned models respond to prompt injection attempts.

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Model Responses

🔍 Phoenikz Prompt Injection Analyzer - Analytics

🛡️ AI Red Teaming & Safety – Learning Hub

Below is a curated list of 10 high-signal sources to track:

Prompt injection techniques
LLM vulnerabilities
AI red teaming tactics & tools

Use these responsibly and ethically, in line with your organization’s security and compliance policies.

🔟 Top Sources for Prompt Injection & AI Red Teaming

Below are ten high-signal places to follow prompt injection techniques, LLM vulnerabilities, and red teaming.

#	Title & Link	Description
1	Embrace The Red 🔗 https://embracethered.com/blog	A deeply technical blog by “Wunderwuzzi” covering prompt injection exploits, jailbreaks, red teaming strategy, and POCs. Frequently cited in AI security circles for real-world testing.
2	L1B3RT4S GitHub (elder_plinius) 🔗 https://github.com/elder-plinius/L1B3RT4S	A jailbreak prompt library widely used by red teamers. Offers prompt chains, attack scripts, and community contributions for bypassing LLM filters.
3	Prompt Hacking Resources (PromptLabs) 🔗 https://github.com/PromptLabs/Prompt-Hacking-Resources	An awesome-list style hub with categorized links to tools, papers, Discord groups, jailbreaking datasets, and prompt engineering tactics.
4	InjectPrompt (David Willis-Owen) 🔗 https://www.injectprompt.com	Substack blog/newsletter publishing regular jailbreak discoveries, attack patterns, and LLM roleplay exploits. Trusted by active red teamers.
5	Pillar Security Blog 🔗 https://www.pillar.security/blog	Publishes exploit deep-dives, system prompt hijacking cases, and “policy simulation” attacks. Good bridge between academic and applied offensive AI security.
6	Lakera AI Blog 🔗 https://www.lakera.ai/blog	Covers prompt injection techniques and defenses from a vendor perspective. Offers OWASP-style case studies, mitigation tips, and monitoring frameworks.
7	OWASP GenAI LLM Security Project 🔗 https://genai.owasp.org/llmrisk/llm01-prompt-injection	Formal threat modeling site ranking Prompt Injection as LLM01 (top risk). Includes attack breakdowns, controls, and community submissions.
8	Garak LLM Vulnerability Scanner 🔗 https://docs.nvidia.com/nemo/guardrails/latest/evaluation/llm-vulnerability-scanning.html	NVIDIA’s open-source scanner (like nmap for LLMs) that probes for prompt injection, jailbreaks, encoding attacks, and adversarial suffixes.
9	Awesome-LLM-Red-Teaming (user1342) 🔗 https://github.com/user1342/Awesome-LLM-Red-Teaming	Curated repo for red teaming tools, attack generators, and automation for testing LLMs. Includes integrations for CI/CD pipelines.
10	Kai Greshake (Researcher & Blog) 🔗 https://kai-greshake.de/posts/llm-malware	Pioneered “Indirect Prompt Injection” research. His blog post and paper explain how LLMs can be hijacked via external data (RAG poisoning). Active on Twitter/X.