3+ hour, 48+ min ago  (1574+ words) The immediate action is simple: patch to a fixed version. The careful work is harder: identify whether your fleet has the dangerous configuration combination, avoid unsafe production "proof of concept" testing, check Kubernetes and gateway templates instead of only checking…...

15+ hour, 2+ min ago  (1613+ words) CVE-2026-22778 is a critical vulnerability in v LLM's multimodal processing path. In affected deployments, an attacker can combine a heap-address disclosure with a heap overflow in the video-decoding stack and potentially execute code on the inference server. The details are…...

1+ week, 3+ day ago  (1663+ words) Bleeping Computer summarizes the impact as out-of-bounds read and write in V8 that remote attackers can exploit through crafted HTML pages to execute arbitrary code inside the browser sandbox. It also notes that this kind of memory access can expose sensitive…...

1+ week, 3+ day ago  (1695+ words) A model load should not silently become a shell. That convenience is also why the boundary is security-sensitive. Loading a model may involve more than parsing static tensors. It can pull files from a remote repository, deserialize metadata, choose architecture…...

1+ week, 4+ day ago  (1643+ words) An autonomous security agent finding 21 zero-days in FFmpeg is not just another vulnerability headline. It is a warning about the new shape of software security work: discovery is getting cheaper, proof is getting easier to generate, and the operational burden…...

2+ week, 12+ hour ago  (1333+ words) A simplified version of the vulnerable pattern looks like this: The exploitability question should be framed as a permission graph: A narrow Redis role can turn an RCE advisory into a contained patching task. A broad default user can turn…...

2+ week, 1+ day ago  (1698+ words) That is the whole risk in one sentence: no current password, no user interaction, no preexisting account, and no complicated exploit chain required by the public advisory language. If the camera management interface is reachable by the wrong network path,…...

2+ week, 2+ day ago  (1612+ words) That combination changes the operational priority. This is not a theoretical edge-case bug that can wait for the next routine maintenance window. It is an authentication bypass in a VPN component, it has public technical analysis, it has active exploitation…...

2+ week, 2+ day ago  (1686+ words) That does not mean version updates are useless. Upgrading removes known vulnerable code paths and should still be the first step. It does mean that production guidance should not stop at "upgrade and move on." For agent systems, the safer…...

2+ week, 3+ day ago  (353+ words) Penligent inventories what can be attacked by probing the live app in blackbox mode, mapping endpoints, parameters, and behavior with no source access. Unproven issues are dropped. Verified findings ship with impact, reproduction steps, and remediation guidance. AI pentesting is…...