-: Zero-Knowledge Proof-Based Gradient Aggregation for Federated ...
In this work, we introduce zkFL, which leverages zero-knowledge proofs to tackle the issue of a malicious aggregator during the training model aggregation process. To guarantee the correct …
ZK Rollup Guide: Zero-Knowledge | RaaS | Custom Blockchains
May 20, 2025 · What Is a ZK Rollup? A ZK rollup, short for zero-knowledge rollup, is a scaling solution that enhances blockchain efficiency by processing transactions offchain while maintaining robust …
List of 18 Zero Knowledge Tools (2025)
Explore 18 of the best Zero Knowledge Tools across the most popular web3 ecosystems including Ethereum, Solana, and more! Zero Knowledge Tools include SNARK, Halo, Bulletproofs, Marlin.
DEX Aggregators: What They Are and Top Projects for 2025
May 20, 2025 · Learn about how DEX aggregators find the best crypto swap prices and minimize slippage through Smart Order Routing, and discover the top projects for 2025.
Recent works utilize secure aggregation with zero-knowledge proofs (ZKP) to guarantee input privacy and integrity in FL. Nevertheless, they sufer from extremely low eficiency and, thus, are impractical …
Best ZK Rollup Projects: Top 7 Zero Knowledge Coins (2025)
Jan 27, 2026 · Popular ZK Rollup projects in the crypto space are Loopring (LRC), ImmutableX (IMX), Syscoin (SYS), and Polygon zkEVM For Layer-2.
Swing | Cross-Chain Liquidity & Bridge Aggregation Solution
Swing is building cross-chain crypto liquidity and bridge aggregation infrastructure for the internet. Learn more about the future of web3 cross-chain crypto liquidity.
NEBRA launches its zero-knowledge proof aggregator on Ethereum
Aug 15, 2024 · Zero-knowledge proofs platform NEBRA has launched its Universal Proof Aggregation solution, bringing the benefits of ZKP verification to the crypto industry. NEBRA UPA, which went live …
Layer-1 And Layer-2 Blockchain Scaling Solutions, Explained
Aug 22, 2023 · Layer-1 encompasses the fundamental blockchain structure, while Layer 2 comprises scaling solutions built upon it, enhancing speed, capacity.
What is ZKL: A Comprehensive Guide to Zero-Knowledge Language …
Dec 25, 2025 · Explore the innovative zkLink protocol, which utilizes zero-knowledge rollup technology for multi-chain liquidity aggregation, solving liquidity fragmentation across blockchain networks. …
Ethereum Scaling 101: A Quick Dive Into Understanding Layer 2 and ...
Jan 29, 2024 · Optimistic Rollups and Zero-Knowledge Rollups are Layer 2 solutions. Optimistic rollups work on the basis of trust and use fraud proofs within a certain time period.
ZK Rollups: The Next-Gen Layer-2 Blockchain Scaling Approach
Zero-Knowledge Proofs: After the off-chain computation, the ZK rollup operator generates a zero-knowledge proof. This proof is a cryptographic construction that demonstrates the validity of the …
How Zero Knowledge Tools Are Redefining Privacy Across Crypto …
Nov 28, 2025 · Zero-knowledge proofs have shifted from theory to scalable reality. This piece explores how ZK evolved over 40 years and why it is becoming core to the future of crypto.
LI.FI - Crypto Aggregation Theory (ft. Bridges)
In this article, we narrow down the scope of crypto aggregation theory to bridge aggregation: specifically analyzing the complex state of the bridge industry, how bridge aggregators work, why bridge …