AI Security Case Studies
In-depth analysis of real-world AI security incidents, breaches, and attacks. Learn from actual cases with detailed forensic analysis and lessons learned.
75+
Case Studies
$500M+
Total Financial Impact
2M+
Users Affected
15
Industries Covered
Featured Case Study
Critical Impact
$25M
Financial Loss
GenAI SecurityCriticalFinancial Services
Deepfake CEO Fraud: $25M Wire Transfer Scam
Comprehensive analysis of a sophisticated deepfake attack that resulted in a $25M fraudulent wire transfer using AI-generated video calls. This case study examines the attack methodology, detection failures, and provides actionable recommendations for preventing similar incidents.
Oct 28, 2024
2 weeks duration
Financial Services
GenAI SecurityCritical Impact
Comprehensive analysis of a sophisticated deepfake attack that resulted in a $25M fraudulent wire transfer using AI-generated video calls.
Industry:Financial Services
Financial Impact:$25M
Users Affected:1 Company
Duration:2 weeks
10/28/2024
Read Analysis DeepfakeSocial EngineeringFinancial FraudCEO Fraud
Multi-Cloud SecurityHigh Impact
Detailed forensic analysis of a breach affecting AI training pipelines across AWS, Azure, and GCP, resulting in theft of proprietary ML models.
Industry:Healthcare
Financial Impact:$8.7M
Users Affected:100,000+
Duration:3 months
9/20/2024
Read Analysis Multi-CloudData ExfiltrationML ModelsHealthcare
Agentic InfrastructureCritical Impact
Investigation of a sophisticated attack on autonomous trading systems that resulted in $50M in market manipulation through AI agent compromise.
Industry:Financial Trading
Financial Impact:$50M
Users Affected:Multiple Firms
Duration:1 month
8/15/2024
Read Analysis Trading BotsMarket ManipulationAgent SecurityFinancial
LLM SecurityHigh Impact
Analysis of a coordinated attack that poisoned training datasets for multiple open-source language models, affecting downstream applications.
Industry:Open Source AI
Financial Impact:$12M
Users Affected:1M+
Duration:6 months
7/10/2024
Read Analysis Data PoisoningSupply ChainOpen SourceTraining Data
GenAI SecurityMedium Impact
Legal and technical analysis of a case involving extraction of copyrighted content from generative AI models through adversarial prompting.
Industry:Media & Entertainment
Financial Impact:$5.2M
Users Affected:Multiple Content Creators
Duration:4 months
6/25/2024
Read Analysis CopyrightModel ExtractionContent TheftLegal