Framework Explorer
Browse 72 PPML frameworks across cryptographic design, security models, and ML operation support.
42 2PC frameworks 22 3/4PC frameworks 8 n-PC frameworks 75 MPC design entries
| Framework | Year | Parties | HE | OT | GC | ZK | SS | Setting | Security | Train | Infer | Theory | Exper |
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| Framework | Year | Linear | Conv | Truncation | ReLU | SoftMax | Sigmoid | Norm | GeLU |
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| Framework | Year | Ring/Field | Parties | Online-only | Pre-proc | Dealer | Outsrc | C-S | Hi-Tput | Lo-Lat | Mixed |
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| ✓ — | ✓ — | ✓ — | ✓ — | ✓ — | ✓ — | ✓ — | ✓ — | ||||
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Legend: ✓ Available ◐ Partial / Primitives only ✗ Not supported — Not applicable Click a row to expand details DM = Dishonest Majority · HM = Honest Majority · SuperHM = Super Honest Majority