Nothing like watching your pipelines get owned before the coffee kicks in.
🧠Langflow's Public Backdoor
Langflow patched an old RCE but ignored their public flow builder. Unauth attackers can inject malicious pipelines for instant code execution. Slap actual auth on your endpoints and read the write-up on the bypass.
🔀 Dagu Directory Climbing
Running Dagu? A botched patch left `locateDAG` wide open. Authenticated users can climb directories to steal Kubernetes secrets or load YAML for instant RCE. Push the patch update or drop `%2F` payloads at the WAF.
🤖 ML Stack Collapse
40 CVEs just hammered the core ML stack (MLflow, vLLM, PyTorch, HuggingFace). Trivial vectors let attackers pop shells directly on your training clusters.
- Grab the new Sigma rules from this advisory dump.
- Jam them into your SIEM before your GPUs become a botnet.
📦 Poisoned Python Wheels
Your CI/CD is shipping pre-exploited artifacts. skia-python baked vulnerable libfreetype C libraries into Python wheels because pinned base images never update. Trusting pinned images blindly just automates CVE delivery.
- Force `apt update` before building wheels.
- Check the dependency advisory for downstream exposure.
🦕 Jurassic Edge Exploit
Partying like it's 1994: researchers found a 32-year-old pre-auth overflow in the GNU inetutils Telnet daemon. Stop laughing—this relic lives on in modern edge gear like Citrix NetScaler and TrueNAS.
- Attackers overflow the BSS segment for a free perimeter root shell.
- Nuke Telnet immediately and read the full autopsy.