Prompt Injection Jailbreak Attacks Data Leakage Secure Tool Calling Secret Management AI Authentication AI Authorization RAG Security Agent Security AI Compliance
34 posts
Retrieval-Augmented Generation (RAG) has become the standard architecture for grounding Large Language Models (LLMs) in private knowledge. However, as organizations move to multi-tenant SaaS models, a critical security gap often emerges: the vector database itself. When multiple tenants share a s...
The rapid adoption of voice-first AI assistants has opened a new frontier for security vulnerabilities. While traditional text-based prompt injection attacks are well-documented, audio-based jailbreaks present unique challenges. Attackers can now embed malicious instructions in natural speech, ba...
The European Union's AI Act has introduced a rigorous regulatory framework, particularly for high-risk AI systems. Among the most critical requirements is the maintenance of comprehensive logs that allow for post-market monitoring and accountability. For developers and compliance officers, the ch...
Retrieval-Augmented Generation (RAG) systems have become the backbone of modern enterprise AI applications. However, as these systems grow in complexity, they introduce new attack surfaces that traditional security models often overlook. One of the most under-discussed risks in RAG architectures ...
As artificial intelligence advances, so do the threats to digital identity verification. The rise of generative AI has made deepfake technology increasingly sophisticated, allowing attackers to create hyper-realistic synthetic faces and voices that can bypass traditional static biometric checks. ...
The rise of Large Language Models (LLMs) and autonomous AI agents has fundamentally shifted the security landscape. We are no longer just protecting human users logging into applications; we are now dealing with software entities—AI agents—that must authenticate, authorize, and federate across di...
As Artificial Intelligence evolves from isolated models to complex, orchestrated ecosystems, the security perimeter has fundamentally shifted. In traditional monolithic architectures, we secured the application boundary. However, in modern Multi-Agent Systems (MAS), agents communicate dynamically...