Supply-chain attacks and adaptive fuzzing show that AI systems and multimodal models degrade under stress, while vulnerability management shifts toward asset inventory. EU transparency rules extend watermarking obligations to local and open-source models.
A supply-chain attack on LiteLLM exposed terabytes of credentials from over 2,500 organizations, including Microsoft, Amazon, Cisco, Samsung and Salesforce. CloudSEK and Hudson Rock analyzed a 195TB file and found cloud keys, repository tokens, Kuber...
Anthropic, OpenAI, Google, Meta, Microsoft, and Mistral have all signed the EU Code of Practice on AI-generated content transparency. The requirement now covers local and open source models, mandating watermarks for text and code. For on-premise depl...
Artificial intelligence is accelerating both attacks and fixes, but the competitive advantage shifts from those with the best detectors to those who know exactly what runs in their containers. Supply chain transparency and SBOMs become the most concr...
A new evaluation framework pairs a unified taxonomy benchmark with self-adaptive multimodal fuzzing (SAMF) and shows that state-of-the-art MLLMs degrade under stress, revealing a gap between reasoning and factual grounding. RL alignment even worsens ...
