Cryptojacking in ML Infrastructure: Exploiting High-Bandwidth GPU Clusters
An architectural analysis of how attackers compromise Kubernetes Pods and Docker containers to execute XMRig and Ethminer payloads on enterprise GPUs.
An architectural analysis of how attackers compromise Kubernetes Pods and Docker containers to execute XMRig and Ethminer payloads on enterprise GPUs.
A deep architectural analysis of infrastructure compromise via malicious URIs embedded within Parquet and CSV training datasets. Mitigation via streaming static analysis.
A deep architectural analysis of the PyTorch .pt Zip archive format, the myth of safe state_dict loading, and the limitations of weights_only=True.
Detecting advanced steganography attacks where adversaries hide executable payloads or Prompt Injections inside the Least Significant Bits (LSB) of images.
A deep architectural breakdown of how Typosquatting exploits the pip installation lifecycle, utilizing setup.py for zero-click Remote Code Execution (RCE) during dependency resolution.