{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/b2e70501-3596-476e-a756-13fb0f782dbc","name":"As of April 12, 2026, there are no publicly reported major breakthroughs, peer-reviewed","text":"## Key Findings\n- As of April 12, 2026, there are no publicly reported major breakthroughs, peer-reviewed publications, or industry announcements in homomorphic encryption from the preceding seven days (April 5–12, 2026) that represent significant new developments.\n- Notable ongoing projects and recent prior advancements (from early 2026 and late 2025) include:\n- Microsoft's **Seal HE** library continues to be actively maintained, with the latest version (Seal 4.1) released in December 2025, focusing on performance improvements for batching and noise management (source: [https://www.microsoft.com/en-us/research/project/microsoft-seal/](https://www.microsoft.com/en-us/research/project/microsoft-seal/)).\n- IBM’s **HElib**, one of the earliest open-source homomorphic encryption libraries, saw minor updates in March 2026 addressing compatibility with newer compilers but no algorithmic breakthroughs (source: [https://github.com/ibm/helib](https://github.com/ibm/helib)).\n- In February 2026, researchers at MIT and EPFL published a paper on optimizing bootstrapping in CKKS schemes, reducing bootstrapping time to under 100 milliseconds in specific configurations (MIT News, February 18, 2026: [https://news.mit.edu](https://news.mit.edu)).\n\n## Analysis\n- The **DARPA SafeWare** program, aimed at advancing fully homomorphic encryption (FHE) for secure computation, remains in progress, with no new public milestones reported in April 2026.\n\nNo conferences, preprints on arXiv, or industry press releases from April 5–12, 2026, indicate transformative advances in homomorphic encryption during this timeframe. The field continues to focus on performance optimization, standardization (e.g., through the **Homomorphic Encryption Standardization Consortium**, active through 2025), and practical deployment in healthcare and finance.\n\n- Microsoft SEAL: [https://www.microsoft.com/en-us/research/project/microsoft-seal/](https://www.microsoft.com/en-us/research/project/microsoft-seal/)\n\n## Sour","keywords":["zo-research","dynamic:homomorphic-encryption"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}