snailsploit — research AI security research and offensive methodology by Kai Aizen https://snailsploit.com/ 2026-05-08T12:48:24+00:00 Kai Aizenhttps://snailsploit.com/about https://snailsploit.com/favicon.svg https://snailsploit.com/apple-touch-icon.png Self-Replicating Memory Worm: Persistent Injection with Autonomous Propagation https://snailsploit.com/ai-security/self-replicating-memory-worm/ 2026-03-11T00:00:00+00:00 2026-03-11T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Self-Replicating Memory Worm: Persistent Injection with Autonomous Propagation Linux Kernel io_uring/zcrx: Race Condition to Double-Free https://snailsploit.com/security-research/general/io-uring-zcrx-race-condition/ 2026-03-11T00:00:00+00:00 2026-03-11T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Linux Kernel io_uring/zcrx: Race Condition to Double-Free Adversarial Prompting: The Complete Technical Guide https://snailsploit.com/ai-security/adversarial-prompting/ 2026-03-10T00:00:00+00:00 2026-03-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Adversarial Prompting: The Complete Technical Guide LLM Jailbreak Techniques: A Technical Taxonomy https://snailsploit.com/ai-security/jailbreaking/jailbreak-techniques/ 2026-03-10T00:00:00+00:00 2026-03-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about LLM Jailbreak Techniques: A Technical Taxonomy Memory Injection Through Nested Skills: Autonomous LLM Agent Compromise https://snailsploit.com/ai-security/prompt-injection/memory-injection-nested-skills/ 2026-03-10T00:00:00+00:00 2026-03-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Memory Injection Through Nested Skills: Autonomous LLM Agent Compromise Prompt Injection Examples: Real Attack Patterns Explained https://snailsploit.com/ai-security/prompt-injection/prompt-injection-examples/ 2026-03-10T00:00:00+00:00 2026-03-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Prompt Injection Examples: Real Attack Patterns Explained Weaponized AI Supply Chain: How Threat Actors Turned LLMs Into Attack Infrastructure https://snailsploit.com/ai-security/weaponized-ai-supply-chain/ 2026-03-04T00:00:00+00:00 2026-03-04T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Weaponized AI Supply Chain: How Threat Actors Turned LLMs Into Attack Infrastructure MCP vs A2A Attack Surface: Every Trust Boundary Mapped https://snailsploit.com/ai-security/mcp-vs-a2a-attack-surface/ 2026-03-01T00:00:00+00:00 2026-03-01T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about MCP vs A2A Attack Surface: Every Trust Boundary Mapped The 30% Blind Spot: Why LLM Safety Judges Fail https://snailsploit.com/ai-security/rai-judge-blind-spots/ 2026-02-26T00:00:00+00:00 2026-02-26T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about The 30% Blind Spot: Why LLM Safety Judges Fail AATMF v3.1 vs MITRE ATLAS: Which AI Security Framework Wins? https://snailsploit.com/ai-security/aatmf-vs-mitre-atlas/ 2026-02-20T00:00:00+00:00 2026-02-20T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AATMF v3.1 vs MITRE ATLAS: Which AI Security Framework Wins? AI Breach Detection Gap: The Logs Are Clean. You're Not. https://snailsploit.com/ai-security/ai-breach-detection-gap/ 2026-02-20T00:00:00+00:00 2026-02-20T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AI Breach Detection Gap: The Logs Are Clean. You're Not. LLM Red Teamer's Playbook: Diagnosing AI Defense Layers https://snailsploit.com/ai-security/llm-red-teamers-playbook/ 2026-02-20T00:00:00+00:00 2026-02-20T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about LLM Red Teamer's Playbook: Diagnosing AI Defense Layers AI Coding Agent Attack Surface: A Full Taxonomy https://snailsploit.com/ai-security/ai-coding-agent-attack-surface/ 2026-02-17T00:00:00+00:00 2026-02-17T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AI Coding Agent Attack Surface: A Full Taxonomy Computational Countertransference: LLM Context Inheritance https://snailsploit.com/ai-security/computational-countertransference/ 2026-02-13T00:00:00+00:00 2026-02-13T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Computational Countertransference: LLM Context Inheritance Agentic AI Threat Landscape: Attack Vectors & Defenses https://snailsploit.com/ai-security/agentic-ai-threat-landscape/ 2026-02-11T00:00:00+00:00 2026-02-11T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Agentic AI Threat Landscape: Attack Vectors & Defenses AI Gateway Threat Model: 8 Attack Vectors https://snailsploit.com/ai-security/ai-gateway-threat-model/ 2026-02-11T00:00:00+00:00 2026-02-11T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AI Gateway Threat Model: 8 Attack Vectors Memory Manipulation: AI Context Poisoning https://snailsploit.com/ai-security/jailbreaking/memory-manipulation-attacks/ 2026-01-06T00:00:00+00:00 2026-01-06T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Memory Manipulation: AI Context Poisoning RAG, Agentic AI, and the New Attack Surface https://snailsploit.com/ai-security/rag-agentic-attack-surface/ 2025-10-17T00:00:00+00:00 2025-10-17T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about RAG, Agentic AI, and the New Attack Surface AI Social Engineering: Deepfake Voice Detection https://snailsploit.com/ai-security/ai-social-engineering-deepfake/ 2025-08-09T00:00:00+00:00 2025-08-09T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AI Social Engineering: Deepfake Voice Detection MCP Security Hardening: Production Vulnerability Guide https://snailsploit.com/ai-security/prompt-injection/mcp-security-deep-dive/ 2025-08-09T00:00:00+00:00 2025-08-09T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about MCP Security Hardening: Production Vulnerability Guide Zero-Trust Container Runtime Attestation https://snailsploit.com/security-research/general/zero-trust-container-runtime/ 2025-08-09T00:00:00+00:00 2025-08-09T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Zero-Trust Container Runtime Attestation Custom Instruction Backdoor: ChatGPT Prompt Injection https://snailsploit.com/ai-security/prompt-injection/custom-instruction-backdoor/ 2025-05-18T00:00:00+00:00 2025-05-18T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Custom Instruction Backdoor: ChatGPT Prompt Injection MCP Threat Analysis: Attack Chains & Protocol Dissection https://snailsploit.com/ai-security/prompt-injection/mcp-threat-analysis/ 2025-05-18T00:00:00+00:00 2025-05-18T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about MCP Threat Analysis: Attack Chains & Protocol Dissection AI-Powered Obfuscator Bypasses Detection in 2 Hours https://snailsploit.com/writing/ai-obfuscator-detection-bypass/ 2025-04-23T00:00:00+00:00 2025-04-23T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about AI-Powered Obfuscator Bypasses Detection in 2 Hours Advanced Container Escapes: Security Deep Dive https://snailsploit.com/security-research/general/advanced-container-escapes/ 2025-03-02T00:00:00+00:00 2025-03-02T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Advanced Container Escapes: Security Deep Dive Inherent AI Vulnerabilities: Technical Deep Dive https://snailsploit.com/ai-security/jailbreaking/inherent-ai-vulnerabilities/ 2025-02-10T00:00:00+00:00 2025-02-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Inherent AI Vulnerabilities: Technical Deep Dive RCE & DNS Exfiltration in ChatGPT Canvas https://snailsploit.com/security-research/general/chatgpt-canvas-rce-dns-exfiltration/ 2025-02-01T00:00:00+00:00 2025-02-01T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about RCE & DNS Exfiltration in ChatGPT Canvas The Structural Vulnerabilities of Large Language Models https://snailsploit.com/ai-security/structural-vulnerabilities-llms/ 2025-01-25T00:00:00+00:00 2025-01-25T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about The Structural Vulnerabilities of Large Language Models Evading Endpoint Detection and Response (EDR) https://snailsploit.com/security-research/general/edr-evasion-techniques/ 2025-01-16T00:00:00+00:00 2025-01-16T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Evading Endpoint Detection and Response (EDR) Context Inheritance Exploit: Persistent Jailbreaks https://snailsploit.com/ai-security/jailbreaking/context-inheritance-exploit/ 2025-01-04T00:00:00+00:00 2025-01-04T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Context Inheritance Exploit: Persistent Jailbreaks Is AI Inherently Vulnerable? An Offensive Analysis https://snailsploit.com/ai-security/jailbreaking/ai-inherent-vulnerability/ 2024-11-19T00:00:00+00:00 2024-11-19T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Is AI Inherently Vulnerable? An Offensive Analysis Embracing AI: Adapt or Die in Cybersecurity https://snailsploit.com/writing/embracing-ai-adapt-or-die/ 2024-09-06T00:00:00+00:00 2024-09-06T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Embracing AI: Adapt or Die in Cybersecurity Your Personal Data Is for Sale: New Identity Theft https://snailsploit.com/writing/personal-data-identity-theft/ 2024-09-04T00:00:00+00:00 2024-09-04T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Your Personal Data Is for Sale: New Identity Theft Exploiting Cloud Vulnerabilities: Tools and Techniques https://snailsploit.com/security-research/general/cloud-vulnerability-exploitation/ 2024-07-10T00:00:00+00:00 2024-07-10T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Exploiting Cloud Vulnerabilities: Tools and Techniques Hidden Risks of AI: An Offensive Security Perspective https://snailsploit.com/ai-security/hidden-risks-offensive-perspective/ 2024-06-08T00:00:00+00:00 2024-06-08T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about Hidden Risks of AI: An Offensive Security Perspective ChatGPT Jailbreak via Context Manipulation https://snailsploit.com/ai-security/jailbreaking/chatgpt-context-jailbreak/ 2024-05-27T00:00:00+00:00 2024-05-27T00:00:00+00:00 Kai Aizenhttps://snailsploit.com/about ChatGPT Jailbreak via Context Manipulation