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ShadowRay 2.0 Exploits Unpatched Ray Flaw to Build Self-Spreading GPU Cryptomining Botnet

21.11.2025
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ShadowRay 2.0 Exploits Unpatched Ray Flaw to Build Self-Spreading GPU Cryptomining Botnet
ShadowRay 2.0 exploits an unpatched Ray flaw to spread cryptomining and DDoS malware across exposed GPU clusters.

ShadowRay 2.0 Exploits Unpatched Ray Flaw to Build Self-Spreading GPU Cryptomining Botnet

ShadowRay 2.0 is exploiting an unpatched vulnerability in Ray—the open-source distributed computing framework—to build a self-spreading botnet that hijacks GPU clusters for cryptomining and DDoS attacks. This isn't just another cryptojacking script; it's a sophisticated, self-replicating threat that automatically propagates across exposed Ray instances.
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The malware specifically targets Ray clusters left exposed to the internet without authentication, leveraging the unpatched flaw to gain initial access. Once inside, it deploys multiple payloads: a Monero cryptominer that maxes out GPU resources for profit, and a DDoS module that can be weaponized for coordinated attacks.
What makes ShadowRay 2.0 particularly dangerous is its worm-like capability to scan for and infect other vulnerable Ray instances, creating a rapidly expanding botnet. Security researchers warn that this could lead to widespread resource hijacking across cloud and on-premise GPU clusters, impacting AI/ML workloads, rendering farms, and scientific computing infrastructure.
The attack demonstrates how attackers are increasingly targeting distributed computing frameworks—not just traditional servers—to build massive, resource-rich botnets. Ray's popularity in AI/ML and data processing makes it a high-value target for cryptojacking campaigns.
Organizations using Ray are urged to immediately implement network segmentation, enable authentication, and monitor for unusual GPU activity. Until a patch is available, the primary defense is proper configuration and access controls.
#DDoS attacks#botnets#malware#cryptojacking#Ray vulnerabilities
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