Cybersecurity AI (CAI) Dataset

We present CAI Dataset, a fourteen-month corpus of cybersecurity LLM trajectories collected through the open-source CAI agent framework, built in response to PentestGPT's finding that expert operator trajectories, not base-model capability, are the bottleneck for cybersecurity LLM performance. CA...

PT-2026-35970

Name of the Vulnerable Software and Affected Versions AgentFlow affected versions not specified Description The local web API fails to enforce application/json validation for non-JSON content types on the 'POST /api/runs' and 'POST /api/runs/validate' endpoints. This allows attackers to bypass...

CVE-2026-6829

nesquena hermes-webui contains a trust-boundary failure vulnerability that allows authenticated attackers to set or change a session workspace to an arbitrary existing directory on disk by manipulating workspace path parameters in endpoints such as /api/session/new, /api/session/update,...

OpenClaw: Node camera URL payload host-binding bypass allowed gateway fetch pivots

Summary OpenClaw accepted camera.snap / camera.clip node payload url fields and downloaded them on the gateway/agent host without binding downloads to the resolved node host. In OpenClaw's documented trust model, paired nodes are in the same operator trust boundary, so this is scoped as...

CVE-2025-57601

AiKaan Cloud Controller uses a single hardcoded SSH private key and the username proxyuser for remote terminal access to all managed IoT/edge devices. When an administrator initiates "Open Remote Terminal" from the AiKaan dashboard, the controller sends this same static private key to the target...