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.
6 docs tagged with "malware"
View all tagsData Poisoning via Malicious URLs: Infrastructure Compromise in ETL Pipelines
A deep architectural analysis of infrastructure compromise via malicious URIs embedded within Parquet and CSV training datasets. Mitigation via streaming static analysis.
GGUF & SafeTensors Metadata Exploitation: Bypassing Safe Serialization
A technical analysis of why transitioning from Pickle to SafeTensors and GGUF does not entirely eliminate supply chain risks. Learn how attackers weaponize JSON headers and metadata.
PyTorch Malware: The Structural Flaws of torch.load
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.
Steganography in AI: Hiding Malware in Jupyter Chart Pixels
Detecting advanced steganography attacks where adversaries hide executable payloads or Prompt Injections inside the Least Significant Bits (LSB) of images.
Typosquatting in Python: The Architecture of Supply Chain Compromise
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.