Case Study

A collection of 41 posts

Cybersecurity AI case studies

Autonomous Pentesting: Solving the HTB "Validation" Machine with CAI

CAI (Cybersecurity AI) validates automated penetration testing capabilities through HackTheBox exercises. See how AI-driven security assessment achieves 100% success rate across diverse HTB targets, demonstrating autonomous exploit development, privilege escalation, and flag retrieval.

Cybersecurity AI case studies

CAI-Powered DevSecOps: Automated GitLab CI/CD Pipeline Security Analysis

CAI (Cybersecurity AI) framework integrates into GitLab CI/CD pipelines for automated, AI-powered security analysis. Detects complex vulnerabilities beyond traditional SAST tools.

Cybersecurity AI case studies

CAI-Powered Brand Protection: Analyzing Website Impersonation Risks for ARME

ARME users leverage CAI (Cybersecurity AI) for advanced penetration testing and CTF challenges. See how AI-driven exploit development accelerates protocol analysis, binary exploitation, and automated vulnerability discovery in real-world offensive security scenarios.

Cybersecurity AI case studies

Automating Race Condition Exploitation: Achieving Web Shell Access via CAI

CAI (Cybersecurity AI) framework discovers and exploits a race condition vulnerability in file upload functionality. AI-powered security testing demonstrates web shell upload through timing attack.

Cybersecurity AI case studies

Automating NIST SP 800-53 Compliance Assessments with CAI

CAI NIST 800-53 Compliance Agent automates security control assessment with evidence-based AI, Lynis integration, and comprehensive risk scoring.

Cybersecurity AI case studies

CAI-Powered Spear Phishing Analysis: Compromising AutoCar AGV Operators

CAI (Cybersecurity AI) proactively investigated a spear phishing attack targeting Autocar, identifying domain vulnerabilities and delivering actionable remediation measures.

Cybersecurity AI case studies

Alias1 CAI vs. Claude Code: A Comparative Study in Unrestricted AI Hacking

CAI executing complete Advanced Persistent Threat simulation. See how alias1-powered CAI performs unrestricted post-exploitation without jailbreaks, outperforming Claude Code in professional penetration testing scenarios.

Cybersecurity AI case studies

Beyond Human Limits: The Power of Unlimited AI-Driven Security

Learn why Alias Robotics transitioned from CAI ONE to CAI PRO. Real-world usage revealed that token-based models are incompatible with AI security workflows. CAI PRO delivers unlimited, enterprise-grade automated security performance.

Cybersecurity AI case studies

Securing AMR Fleets with MCP: A CAI-Powered Multi-Source Analysi

CAI using MCP, Model Context Protocol, to secure Sublight Shipping's autonomous robot fleet. Learn how CAI integrated seven data sources to uncover systemic vulnerabilities and secure a $50M contract renewal.

Cybersecurity AI case studies

SelfHack: Achieving AI-Automated Remote Code Execution (RCE)

SelfHack AI, winner of Cyber Security Nordic Pitch Finland 2025, uses CAI's Red Team Agent to benchmark and inspire their automated pentesting platform. See how leading AI security companies leverage CAI to validate real-world attack chain automation, from reconnaissance to RCE.

Cybersecurity AI case studies

CAI Powers Next-Generation Penetration Testing: Athena OS Users Demonstrate AI-Driven Exploit Development

athenaOS users leverage CAI (Cybersecurity AI) for advanced penetration testing and CTF challenges. See how AI-driven exploit development accelerates protocol analysis, binary exploitation, and automated vulnerability discovery in real-world offensive security scenarios.

Cybersecurity AI case studies

How HackerOne Researchers Leverage CAI for Advanced Vulnerability Discovery

HackerOne's top engineers use CAI (Cybersecurity AI) framework to inspire and build AI-powered security products. Their Deduplication Agent is heavily inspired by CAI's Retester agent, showcasing how leading bug bounty platforms leverage CAI for innovation.

Cybersecurity AI case studies

Inside the Dragos OT CTF 2025: Strategies from a Top 10 Finish

CAI (Cybersecurity AI) framework achieves Top-10 ranking in the Dragos OT CTF 2025, demonstrating AI-powered vulnerability discovery in operational technology systems. Security research showcases automated penetration testing capabilities in critical infrastructure environments.

Cybersecurity AI case studies

Penetration Testing the Unitree G1: A Comprehensive Humanoid Robot Security Assessment

CAI (Cybersecurity AI) framework uncovers critical privacy violations in Unitree G1 humanoid robot. Security research reveals unauthorized telemetry collection, exposed credentials, and potential surveillance capabilities violating international privacy laws.

Cybersecurity AI case studies

CAI-Powered Vulnerability Discovery: Security Flaws in Ecoforest Heat Pumps

CAI (Cybersecurity AI) framework discovers critical security vulnerability in Ecoforest heat pumps allowing unauthorized remote access and potential catastrophic failures. AI-powered security testing reveals exposed credentials and DES encryption weaknesses.

Cybersecurity AI case studies

CAI-Powered Vulnerability Discovery: API Security Flaws at Mercado Libre

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at Mercado Libre through automated enumeration attacks. AI-powered security testing reveals user data exposure risks.

Cybersecurity AI case studies

CAI-Powered Vulnerability Discovery: MQTT Broker Flaws in SCADA Systems

CAI (Cybersecurity AI) framework discovers and demonstrates vulnerabilities in MQTT communications within a Dockerized SCADA system. AI-powered testing reveals unauthenticated data injection risks in industrial telemetry.

EIC Accelerator case studies

The Business Cost of Insecure Robotics: Threat Modeling a Premium AMR

Threat modeling analysis of Premium AMR1, evaluating cybersecurity risks and vulnerabilities in autonomous mobile robots. Identifies attack surfaces, trust boundaries, and entry points per IEC 62443.

Cybersecurity AI case studies

CAI-Powered Vulnerability Discovery: ROS Alarm Exploit in MiR Robots

CAI (Cybersecurity AI) framework discovers and exploits unauthenticated ROS topic vulnerabilities on a MiR (Mobile Industrial Robot) platform, triggering alarms through unvalidated message injections.

Cybersecurity AI case studies

Automated AppSec: Solving the OWASP Juice Shop with CAI and MCP

CAI integrated with Chrome via MCP delivers AI-assisted web application security assessments, demonstrated on OWASP Juice Shop with 171x faster vulnerability discovery.

EIC Accelerator case studies

CAI-Powered API Vulnerability Discovery in the Universal Robots UR3e

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at UR3e through connection to Dashboard Server command-line interface.

EIC Accelerator case studies

CAI-Powered API Vulnerability Discovery in a Premium AMR: Security Case Study

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at premium AMR1 exploiting ROS vulnerabilities.

EIC Accelerator case studies

CAI-Powered API Vulnerability Discovery in a Low-Cost AMR: A Security Case Study

CAI (Cybersecurity AI) framework discovers and demonstrates API vulnerabilities at Low Cost AMR1 exploiting ROS vulnerabilities.

Cybersecurity standards case studies

NIST SP 800-53 Compliance Assessment for a Low-Cost AMR: A Security Case Study

CAI (Cybersecurity AI) framework applies NIST SP 800-53 Low Impact Baseline compliance checks on low cost AMR1, generating a security assessment report.

Cybersecurity standards case studies

IEC 62443 Compliance Assessment for the Universal Robots UR3e

CAI (Cybersecurity AI) framework applies IEC 62443-4-2 SL1 compliance checks on UR3e, generating a security assessment report.