René's URL Explorer Experiment

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{"@context":"https://schema.org","@type":"FAQPage","mainEntity":[{"@type":"Question","name":"Who is SnailSploit?","acceptedAnswer":{"@type":"Answer","text":"SnailSploit is an independent Adversarial · Research group founded by Kai Aizen, with co-founder Sahar Shlichove and researcher Avraham Shemesh. Focus areas: adversarial AI, cloud and web application security, social engineering, and kernel-class vulnerability research. The group publishes 84 CVEs, the AATMF framework, and open tooling."}},{"@type":"Question","name":"What is AATMF?","acceptedAnswer":{"@type":"Answer","text":"AATMF \u2014 the Adversarial AI Threat Modeling Framework \u2014 is an open-source taxonomy created by Kai Aizen in 2023. Version 3.1 (2026) defines 15 tactics, 240+ techniques, 2,152+ attack procedures, and 4,980+ adversarial prompts. It crosswalks to NIST AI RMF, MITRE ATLAS, and the EU AI Act."}},{"@type":"Question","name":"What services does SnailSploit offer?","acceptedAnswer":{"@type":"Answer","text":"Engagement types: AI Red Teaming (LLM-backed products, autonomous agents, RAG pipelines), Cloud & Web Application Security, Social Engineering Assessment (SEF methodology), SSDLC consulting, and Infrastructure & Kernel research."}},{"@type":"Question","name":"How do I cite AATMF in research?","acceptedAnswer":{"@type":"Answer","text":"Use the BibTeX entry on /cite-aatmf \u2014 also available in APA, MLA, Chicago, and IEEE formats. Canonical citation: Aizen, K. (2026). AATMF v3.1: Adversarial AI Threat Modeling Framework. snailsploit. https://snailsploit.com/aatmf."}},{"@type":"Question","name":"How is AATMF different from MITRE ATLAS?","acceptedAnswer":{"@type":"Answer","text":"MITRE ATLAS documents real-world AI attacks as case studies. AATMF is operational \u2014 2,152+ executable test procedures and 4,980+ ready-to-run adversarial prompts. They are complementary: ATLAS for threat intelligence, AATMF for testing."}},{"@type":"Question","name":"What is AATMF and who created it?","acceptedAnswer":{"@type":"Answer","text":"AATMF — the Adversarial AI Threat Modeling Framework — is an open-source taxonomy created by Kai Aizen, founder of SnailSploit. It crosswalks to NIST AI RMF and MITRE ATLAS."}},{"@type":"Question","name":"What is prompt injection?","acceptedAnswer":{"@type":"Answer","text":"Prompt injection is an attack class where adversarial input overrides an LLM's intended instructions. SnailSploit researches direct, indirect, multi-turn, and agentic prompt injection and formalizes testing for it in AATMF. SnailSploit's thesis: prompt injection and social engineering are the same attack class on different substrates."}}]}