JANUS synthesizes cross-layer defenses for deserialization attacks
On 16 Java and PHP deployments, held-out attack success fell to 6.2% while 98.4% of benign tests still passed.
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- Mentions · 7d0
- Mentions · 30d1
- All mentions2
- First seenOct 1, 2026
- Last mentioned16d ago
Timeline
2 articles · newest firstShow HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
Janus is a Go binary that runs GGUF models on AMD, Intel, and Nvidia GPUs via Vulkan.
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Appears with
- Vibra-Ingennorganization · 1
- Nvidiavendor · 1
- Intelvendor · 1
- AMDvendor · 1
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