AI Case Studies

ProKYC: Deepfake Tool for Account Fraud Attacks - AI Case Study

ProKYC: Deepfake Tool for Account Fraud Attacks - AI Case Study is an AI security case study covering type: incident; target: KYC verification services; acto...

Web-Scale Data Poisoning: Split-View Attack - AI Case Study

Web-Scale Data Poisoning: Split-View Attack - AI Case Study is an AI security case study covering type: exercise; target: 10 web-scale datasets; actor: Resea...

Botnet Domain Generation Algorithm (DGA) Detection Evasion - AI Case Study

Botnet Domain Generation Algorithm (DGA) Detection Evasion - AI Case Study is an AI security case study covering type: exercise; target: Palo Alto Networks M...

VirusTotal Poisoning - AI Case Study

VirusTotal Poisoning - AI Case Study is an AI security case study covering type: incident; target: VirusTotal; actor: Unknown. It includes 4 case steps.

Malware Prototype with Embedded Prompt Injection - AI Case Study

Malware Prototype with Embedded Prompt Injection - AI Case Study is an AI security case study covering type: incident; target: LLM malware detectors, LLM mal...

Poisoned Postmark MCP Server Email Exfiltration - AI Case Study

Poisoned Postmark MCP Server Email Exfiltration - AI Case Study is an AI security case study covering type: incident; target: Postmark MCP Server; actor: Unk...

ChatGPT Package Hallucination - AI Case Study

ChatGPT Package Hallucination - AI Case Study is an AI security case study covering type: exercise; target: ChatGPT users; actor: Vulcan Cyber, Lasso Securit...

Evasion of Deep Learning Detector for Malware C&C Traffic - AI Case Study

Evasion of Deep Learning Detector for Malware C&C Traffic - AI Case Study is an AI security case study covering type: exercise; target: Palo Alto Networks ma...

Data Destruction via Indirect Prompt Injection Targeting Claude Computer-Use - AI Case Study

Data Destruction via Indirect Prompt Injection Targeting Claude Computer-Use - AI Case Study is an AI security case study covering type: exercise; target: Cl...

Live Deepfake Image Injection to Evade Mobile KYC Verification - AI Case Study

Live Deepfake Image Injection to Evade Mobile KYC Verification - AI Case Study is an AI security case study covering type: exercise; target: Mobile facial au...

ChatGPT Conversation Exfiltration - AI Case Study

ChatGPT Conversation Exfiltration - AI Case Study is an AI security case study covering type: exercise; target: OpenAI ChatGPT; actor: Embrace The Red. It in...

ProofPoint Evasion - AI Case Study

ProofPoint Evasion - AI Case Study is an AI security case study covering type: exercise; target: ProofPoint Email Protection System; actor: Researchers at Si...

Bypassing Cylance's AI Malware Detection - AI Case Study

Bypassing Cylance's AI Malware Detection - AI Case Study is an AI security case study covering type: exercise; target: CylancePROTECT, Cylance Smart Antiviru...

AI ClickFix: Hijacking Computer-Use Agents Using ClickFix - AI Case Study

AI ClickFix: Hijacking Computer-Use Agents Using ClickFix - AI Case Study is an AI security case study covering type: exercise; target: Claude Computer-Use A...

Arbitrary Code Execution with Google Colab - AI Case Study

Arbitrary Code Execution with Google Colab - AI Case Study is an AI security case study covering type: exercise; target: Google Colab; actor: Tony Piazza. It...

Morris II Worm: RAG-Based Attack - AI Case Study

Morris II Worm: RAG-Based Attack - AI Case Study is an AI security case study covering type: exercise; target: RAG-based e-mail assistant; actor: Stav Cohen...

Living Off AI: Prompt Injection via Jira Service Management - AI Case Study

Living Off AI: Prompt Injection via Jira Service Management - AI Case Study is an AI security case study covering type: exercise; target: Atlassian MCP, Jira...

Data Exfiltration via Remote Poisoned MCP Tool - AI Case Study

Data Exfiltration via Remote Poisoned MCP Tool - AI Case Study is an AI security case study covering type: exercise; target: Model Context Protocol; actor: I...

AIKatz: Attacking LLM Desktop Applications - AI Case Study

AIKatz: Attacking LLM Desktop Applications - AI Case Study is an AI security case study covering type: exercise; target: LLM Desktop Applications (Claude, Ch...

Code to Deploy Destructive AI Agent Discovered in Amazon Q VS Code Extension - AI Case Study

Code to Deploy Destructive AI Agent Discovered in Amazon Q VS Code Extension - AI Case Study is an AI security case study covering type: incident; target: Am...