Jeff Liu (@liujeff) profile picture
Palo Alto, CA
Joined May 2008
Photo by Jeff Liu (@liujeff)Photo by Jeff Liu (@liujeff)Photo by Jeff Liu (@liujeff)
today we're releasing apex-flash-1, our first open-weights model for security research post-trained on real vulnerabilities we found and got paid for. we are also releasing the abliterated variant for researchers who want fewer refusals in their own authorized workflows. how we built it: cantina.security/apex-flash
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be the first to trade $PRL with up to 3X leverage only on Margin.Trade
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Replying to @mdudas
btw new product just dropped @margin_trade
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I interviewed @emerald_card users at Breakpoint @SolanaConf : βœ… Apple / Google / Alipay βœ… fund it from a TG bot βœ… 30+ reward partners (and growing) βœ… wild travel discounts not your usual crypto card πŸ‘‡
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At SVM Summit Singapore, we’re unveiling our Japan GTM playbook in a fireside with: @kudasai_japan – Japan’s top crypto voice and Head of Global Expansion from @wormhole Moderated by @MargieFengLOL from Solayer Hear their alpha on taking Web3 mainstream in Japan πŸ‘‡
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after the leak of 200+ KOL price sheets... today we’re launching Tweet Value Card with @linkol_ai AI will tell you what each post is really worth. we ran @zachxbt’s leaked list through our model AI vs quoted price, some will surprise you πŸ‘‡
NEW LEAK: Price sheet of 200+ crypto influencers and their wallet addresses from a project they were recently contacted by to promote. From 160+ accounts who accepted the deal I only saw <5 accounts actually disclose the promotional posts as an advertisement.
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1/ Cross-chain bridges have been crypto's weakest link - over $2.7B stolen since 2021. From Ronin ($625M) to Wormhole ($320M) to Nomad ($190M), we've seen it all. We're proud to safeguard @solayer_lab's new SVM-native cross-chain bridge from day one, and here is what makes it different:
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Solv Protocol has fortified its security infrastructure. We’ve enhanced our security protocols with a unified, protocol-wide architecture across all vaults and strategies. With @fuzzland_ now appointed as our runtime Risk Guardian, Solv achieves 24/7 operational defenseπŸ‘‡
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1/ We’re proud to be selected as @SolvProtocol's official Risk Guardian β€” bringing 24/7 runtime protection to one of DeFi’s most advanced asset management infrastructures. Here’s how we’ve enhanced Solv's on-chain safetyπŸ‘‡
Solv Protocol has fortified its security infrastructure. We’ve enhanced our security protocols with a unified, protocol-wide architecture across all vaults and strategies. With @fuzzland_ now appointed as our runtime Risk Guardian, Solv achieves 24/7 operational defenseπŸ‘‡
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regarding the ResupplyFi hack, preliminary investigation shows that the ResupplyPair contract uses an empty ERC4626 wrapper as the price oracle. thus the hacker used only 2 crvUSD to borrow 10M reUSD.... 0xffbbd492e0605a8bb6d490c3cd879e87ff60862b0684160d08fd5711e7a872d3
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1/ Fuzzland is excited to partner with @Immunefi to integrate our always-on runtime security into Magnus, the unified SecOps command center for Web3.
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Excited to participate in Web3 Connect @consensus2025 πŸ‘ See you there: lu.ma/5whpvwnf
Excited to have such a brilliant group of panelists joining us at our Web3 Connect event in Toronto this Thursday! -@Mike0_Immunefi, Head of Sales & Customer Success at Immunefi - Teddy Pornprinya, Co-Founder & CBO at @plumenetwork - Jun Choi, COO at @osec_io - Jeff Liu, Co-Founder & CEO at @fuzzland_ If you haven't signed up yet, make sure to RSVP here: lu.ma/5whpvwnf
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700+ builders, investors, and founders are in. Your spot’s waiting. May 21 | Marriott Marquis NYC | lu.ma/SVMSUMMIT Co-hosted with @yalaorg & @SonicSVM, supported by @SolanaFndn Let’s build. See you there.
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SVM Summit Panel: Bridging TradFi and DeFi – The Road to Institutional-Grade Web3 We’re bringing together leaders from both worlds to discuss what it takes to make Web3 institution-ready: @biserdimitrov – @Citi @nickducofff – @SolanaFndn @roshunpatel – @hack_vc @gumdalf_ – @KaminoFinance Moderator: @martinonchains from Solayer Institutions are moving on-chain. This is where the future gets built. NYC | May 21 | Register now β†’ lu.ma/SVMSUMMIT
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1/ Security isn’t one-size-fits-all. At Fuzzland, we built Blaz+ to cover every surface attackers can hit β€” from smart contracts to social media. Built for founders, by hackers. Here’s what full-spectrum coverage looks like πŸ§΅πŸ‘‡
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Jeff Liu retweeted
good example of how auditors and *hackers* think differently: - threat model: inputs are generated by associated ix builder, so minimal checks is needed on chain. there is not attacking surface in this senario - svm: if the unsafe code fuck up, invalid memory access only leads to early termination - safety v.s. security: this code it totally secure, but not safe. you can crash it but you cannot exploit it (thanks to svm) i do sympathize devs wasting time reading LOWs and MEDIUMs in their audit report
Good example of how *not* to use unsafe - `from_raw_parts` instead of `.get_unchecked(data_offset..)` - does not mark his method as unsafe or explain why the assumption on the data should always hold - probably didn't even benchmark before making this change
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.@KiloEx_perp is hacked. $6M+ loss already. Likely due to price oracle access control issues.
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On our way to protect your projects in style.
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We are excited to introduce our BlockSim Toolkit, allowing users to test our threat monitoring system's performance like never before. Here is how our new features will empower you in Web3 Security πŸ‘‡
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