PT-2026-45652

Name of the Vulnerable Software and Affected Versions Kiteworks versions prior to 9.3.0 Description Kiteworks is a private data network PDN. An Insecure Direct Object Reference IDOR—a flaw where an application provides direct access to objects based on user-supplied input—exists in Kiteworks Secu...

Bloodroot: When Watermarking Turns Poisonous for Stealthy Backdoor

Backdoor data poisoning is a crucial technique for ownership protection and defending against malicious attacks. Embedding hidden triggers in training data can manipulate model outputs, enabling provenance verification, and deterring unauthorized use. However, current audio backdoor methods are...

PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility

With the growing demand for protecting the intellectual property IP of text-to-image diffusion models, we propose PCDiff -- a proactive access control framework that redefines model authorization by regulating generation quality. At its core, PCDIFF integrates a trainable fuser module and...