Shunfan (Shelven) Zhou

@zhou49

Lead Researcher @PhalaNetwork | Core Contributor @Dstack-TEE Advancing AI through Confidential Computing

上海, 中华人民共和国

dblp.org/pid/167/0431.h…

Joined January 2016

163 Following

766 Followers

Replies Reposts Media

Shunfan (Shelven) Zhou
@zhou49
Apr 30
The principle for TEE OS is to keep it minimal and clean.
Hang Yin
@bgmshana
Apr 30
Copy Fail (CVE-2026-31431) is nasty. But dstack is not affected. I checked our TDX host today: the vulnerable AF_ALG/algif_aead path simply isn’t there. This is a good reminder for TEE builders: what you don’t ship matters.
Quote
Brian Pak
@brian_pak
Apr 29
Time to talk about this one. CopyFail (CVE-2026-31431) — a 732-byte Python script that roots every Linux distro shipped since 2017. 🧵
Shunfan (Shelven) Zhou
@zhou49
Apr 16
"Subagents are a form of context management, useful for when you know in advance that a chunk of work will produce a lot of intermediate output you won't need again." Actually multi-agents are also a form of context management.
Thariq
@trq212
Apr 15
Article
Using Claude Code: Session Management & 1M Context
In my recent calls with Claude Code users, one theme keeps coming up: the 1M token context window is a double-edged sword. It lets Claude Code operate autonomously for longer and handle tasks more
Shunfan (Shelven) Zhou
@zhou49
Apr 16
Excited to share that our paper "Persistent BitTorrent Trackers" accepted at EuroS&P 2026! 🛡️ We use #dstack and #TEE to solve long-standing issues in P2P networks—making reputation portable and trackers censorship-resistant. Kudos FX Wicht, @Zhengwei_Tong @yaish_aviv
1
Shunfan (Shelven) Zhou
@zhou49
Nov 4, 2025
This partnership is verifiable through a proof of running instance on @PhalaNetwork cloud trust.phala.com/app/7a408d698a…
ChainGPT
@Chain_GPT
Nov 3, 2025
ChainGPT x @PhalaNetwork Partnership! 🧠 SolidityLLM, our open-source AI model for smart contract generation, is now live on Phala’s decentralized, privacy-preserving AI cloud. This integration enables: → Trustless model execution → Secure, transparent developer access → The
Shunfan (Shelven) Zhou
@zhou49
Oct 24, 2025
Trust Center completes the TEE attestation report. For the first time the users can know about which code they are interacting with behind those hashes. #TEE #dstack
00:00
Phala
@PhalaNetwork
Oct 22, 2025
No one has done this before. Trust Center is the first platform that gives PUBLIC, cryptographic proof your app runs as deployed. ✅ Hardware ✅ KMS ✅ OS ✅ Network ✅ Private Keys ✅ Source Code All verified. All in one report.