… Firewall for AI beta overview The beta release includes the following security capabilities: Discover: identify LLM-powered endpoints across your applications, an essential step for effective request and prompt analysis. …
… Prompts can live anywhere in a request body, and different LLM providers structure their APIs differently. …
… Instead of one massive file, we generate a separate llms.txt file for each top-level directory in our docs and the root llms.txt simply points to these subdirectories. https://developers.cloudflare.com/llms.txt https://developers.cloudflare.com/r2/llms.txt https://developers.cloudflare.com/workers/… …
… In the paper, the authors describe a method in which they intercept the stream of a chat session with an LLM provider, use the network packet headers to infer the length of each token, extract and segment their sequence, and then use their own dedicated LLMs to infer the response. …
… Block unsafe prompts targeting your LLM endpoints with Firewall for AI Cloudflare's AI security suite now includes unsafe content moderation, integrated into the Application Security Suite via Firewall for AI. …
… Dans la publication, les auteurs décrivent une méthode permettant d'intercepter le flux d'une session de discussion avec un fournisseur de LLM, d'utiliser les en-têtes de paquets réseau afin de déduire la longueur de chaque jeton, d'en extraire et d'en segmenter la séquence, puis d'utiliser leurs p… …
… These LLMs help identify potential vulnerabilities in our own systems, so we can fix them – and they also show us what attackers are going to be able to do with the latest models. None of these LLMs has captured more attention than Mythos Preview, from Anthropic. …
… In both cases you would have trouble even booting vLLM in the first place. …
… In many cases, especially when calling LLMs, the difference can be in orders of magnitude — e.g. …
… Unweight: how we compressed an LLM 22% without sacrificing quality Running large LLMs across Cloudflare’s network requires us to be smarter and more efficient about GPU memory bandwidth. …