Insights, research, and best practices for AI security, red teaming, and vulnerability assessment from the Garak team and community.
As AI agents become increasingly autonomous and integrated into critical business processes, a new class of security threats has emerged that traditional cybersecurity approaches are ill-equipped to handle. Learn why 73% of deployed AI agents contain exploitable vulnerabilities and how organizations can protect themselves.
In May 2025, Trendyol's application security team made a concerning discovery: Meta's Llama Firewall, a safeguard designed to protect large language models from prompt injection attacks, could be bypassed using several straightforward techniques. Learn how Garak's comprehensive testing framework could have proactively caught these vulnerabilities before they became public issues.