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Rules Read before posting — ethics + disclosure policy

Rules, Ethics & Disclosure

Pinned: what's allowed, what's banned, coordinated disclosure norms. No discussion here.
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Announcements News and intros

Site News

Site-level announcements
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Introductions

Handle, stack, what you're researching
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Prompt Injection & Jailbreaks The heartbeat of the vibehacking community

Direct Injection

First-order prompt injection, payload crafting
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Indirect Injection

Web content, RAG pages, tool outputs, email, README payloads
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Model-Specific Jailbreaks

GPT / Claude / Gemini / open-weights — what works where
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Multimodal Attacks

Image, audio, PDF, OCR-route injection
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Payload Library

Community-shared payloads (share + credit)
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Agent & MCP Exploitation Where AI agents meet attack surface

MCP Tool Surface

Abuse paths in Model Context Protocol servers
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Coding-Agent Exploitation

Cursor, Claude Code, Cline, Aider — prompt-injected dev environments
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Autonomous Agent Hijacking

Hijacking long-running agents via tool output
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Tool-Chain Poisoning

Poisoning upstream sources agents consume
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RAG, Data & Training Attacks Upstream of inference

RAG Poisoning

Poisoning retrieval corpora
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Training Data Extraction

Membership inference, data extraction attacks
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Model Extraction & Stealing

Cloning behavior from query access
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Embedding Attacks

Attacks on vector stores + similarity search
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Infra & Supply Chain Attack surface of the hosting stack

Model Serialization

pickle, safetensors, ONNX quirks
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Weights & Registry Poisoning

HuggingFace, Ollama, model marketplaces
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Inference Server Exploitation

vLLM, Ollama, TGI, Triton — CVE-class bugs
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Recon & Tradecraft Before the exploit

LLM Fingerprinting

Which model is behind this product?
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System Prompt Extraction

Getting the hidden instructions
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Guardrail Probing

Mapping the safety layer
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Tools & Releases Offensive and defensive tooling

Offensive Tools

Fuzzers, jailbreak auto-gen, red-team C2
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Defense Tools

promptfoo, DeepTeam, Lakera, guardrails, input/output firewalls
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Research Papers & Writeups

Links + discussion
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Competitions & CTFs Where you prove it

Gray Swan Arena

Ongoing + past arenas
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AI CTFs

DEF CON AI Village, HackAPrompt, custom AI CTFs
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Bug Bounty

HackerOne AI programs, Anthropic+OpenAI+Google bounty scopes
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AI-Assisted Offensive Whitehat use of AI in offensive work. No blackhat trade, no malware sale, no phishing kits.

AI for Pentesting

PentestGPT, Caldera-AI, agent-driven recon
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AI for OSINT

Aggregation, enrichment, graph building
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AI-Assisted Exploit Dev

Shellcode, fuzzing, patch-diff with LLMs
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Off-Topic Everything else

Lounge

General chat
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Career

AI red-team jobs, certs, conference talks
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