Atomicity as a Security Control — The All-or-Nothing Rule
Atomicity is a security control, not just a database feature. How partial transactions become exploitable inconsistencies — and where in the SSDLC to catch them.
snailsploit — research
Adversarial security research by SnailSploit — AI, web, social engineering, kernel
Latest posts
Self-Replicating Memory Worm: Persistent Injection with Autonomous Propagation
Self-Replicating Memory Worm: Persistent Injection with Autonomous Propagation
Linux Kernel io_uring/zcrx: Race Condition to Double-Free
Linux Kernel io_uring/zcrx: Race Condition to Double-Free
Adversarial Prompting: The Complete Technical Guide
Adversarial Prompting: The Complete Technical Guide
LLM Jailbreak Techniques: A Technical Taxonomy
LLM Jailbreak Techniques: A Technical Taxonomy
Memory Injection Through Nested Skills: Autonomous LLM Agent Compromise
Memory Injection Through Nested Skills: Autonomous LLM Agent Compromise
Prompt Injection Examples: Real Attack Patterns Explained
Prompt Injection Examples: Real Attack Patterns Explained
Weaponized AI Supply Chain: How Threat Actors Turned LLMs Into Attack Infrastructure
Weaponized AI Supply Chain: How Threat Actors Turned LLMs Into Attack Infrastructure
MCP vs A2A Attack Surface: Every Trust Boundary Mapped
MCP vs A2A Attack Surface: Every Trust Boundary Mapped
The 30% Blind Spot: Why LLM Safety Judges Fail
The 30% Blind Spot: Why LLM Safety Judges Fail
AATMF v3.1 vs MITRE ATLAS: Which AI Security Framework Wins?
AATMF v3.1 vs MITRE ATLAS: Which AI Security Framework Wins?
AI Breach Detection Gap: The Logs Are Clean. You're Not.
AI Breach Detection Gap: The Logs Are Clean. You're Not.
LLM Red Teamer's Playbook: Diagnosing AI Defense Layers
LLM Red Teamer's Playbook: Diagnosing AI Defense Layers
AI Coding Agent Attack Surface: A Full Taxonomy
AI Coding Agent Attack Surface: A Full Taxonomy
Computational Countertransference: LLM Context Inheritance
Computational Countertransference: LLM Context Inheritance
Agentic AI Threat Landscape: Attack Vectors & Defenses
Agentic AI Threat Landscape: Attack Vectors & Defenses
AI Gateway Threat Model: 8 Attack Vectors
AI Gateway Threat Model: 8 Attack Vectors
Memory Manipulation: AI Context Poisoning
Memory Manipulation: AI Context Poisoning
RAG, Agentic AI, and the New Attack Surface
RAG, Agentic AI, and the New Attack Surface
AI Social Engineering: Deepfake Voice Detection
AI Social Engineering: Deepfake Voice Detection
MCP Security Hardening: Production Vulnerability Guide
MCP Security Hardening: Production Vulnerability Guide
Zero-Trust Container Runtime Attestation
Zero-Trust Container Runtime Attestation
Custom Instruction Backdoor: ChatGPT Prompt Injection
Custom Instruction Backdoor: ChatGPT Prompt Injection
MCP Threat Analysis: Attack Chains & Protocol Dissection
MCP Threat Analysis: Attack Chains & Protocol Dissection
AI-Powered Obfuscator Bypasses Detection in 2 Hours
AI-Powered Obfuscator Bypasses Detection in 2 Hours
Advanced Container Escapes: Security Deep Dive
Advanced Container Escapes: Security Deep Dive
Inherent AI Vulnerabilities: Technical Deep Dive
Inherent AI Vulnerabilities: Technical Deep Dive
RCE & DNS Exfiltration in ChatGPT Canvas
RCE & DNS Exfiltration in ChatGPT Canvas
The Structural Vulnerabilities of Large Language Models
The Structural Vulnerabilities of Large Language Models
Evading Endpoint Detection and Response (EDR)
Evading Endpoint Detection and Response (EDR)
Context Inheritance Exploit: Persistent Jailbreaks
Context Inheritance Exploit: Persistent Jailbreaks
Is AI Inherently Vulnerable? An Offensive Analysis
Is AI Inherently Vulnerable? An Offensive Analysis
Embracing AI: Adapt or Die in Cybersecurity
Embracing AI: Adapt or Die in Cybersecurity
Your Personal Data Is for Sale: New Identity Theft
Your Personal Data Is for Sale: New Identity Theft
Exploiting Cloud Vulnerabilities: Tools and Techniques
Exploiting Cloud Vulnerabilities: Tools and Techniques
Hidden Risks of AI: An Offensive Security Perspective
Hidden Risks of AI: An Offensive Security Perspective
ChatGPT Jailbreak via Context Manipulation
ChatGPT Jailbreak via Context Manipulation