Frieren Knight

🎓The Web3 Scholars Conference (WSC) 2024, hosted by DRK Lab | WSC 2025 🇭🇰, will take place on April 9, 2024 in Hong Kong. #WSC2024 🗓️Time: April 9, 2024 📍Venue: Stage 2, Hall3FG, Hong Kong Convention and Exhibition Centre 👉Register here: web3scholar.org

How to fool your users with your deployed SNARK application? 🧵 1/7

The ACM CCS 2025 Workshop on Decentralized Finance and Security 2024 (defi.security) Workshop on DeFi & Security is again fast approaching, and we can't wait to read your groundbreaking research! ⏰ Only 2 weeks left to submit! ⏰

📷 Vulnerability Detected & Automated PoC! 📷 Using our fuzzer, we automatically detected a smart contract exploit that profited 5.574 ETH from a recent attack. Original attack tx hash: 0x7f2540af4a1f7b0172a46f5539ebf943dd5418422e4faa8150d3ae5337e92172. Root cause: The

1/ 🔥 AI agents are reaching a breakthrough moment in cybersecurity. In our latest work: 🔓 CyberGym: AI agents discovered 15 zero-days in major open-source projects 💰 BountyBench: AI agents solved real-world bug bounty tasks worth tens of thousands of dollars 🤖

🚨 New study on LLM's reasoning boundary! Can LLMs really think out of the box? We introduce OMEGA—a benchmark probing how they generalize: 🔹 RL boosts accuracy on slightly harder problems with familiar strategies, 🔹 but struggles with creative leaps & strategy composition. 👇

🔓 99+% of Ethereum contracts are closed-source. We built an LLM that decompiles their bytecode — and exposes what’s inside. Readable. Auditable. Battle-tested. Not a toy. Try it now 👉 evmdecompiler.com 📄 arxiv.org/abs/2506.19624 w/ Z A D D Y Liyi Zhou

Sparsity can make your LoRA fine-tuning go brrr 💨 Announcing SparseLoRA (ICML 2025): up to 1.6-1.9x faster LLM fine-tuning (2.2x less FLOPs) via contextual sparsity, while maintaining performance on tasks like math, coding, chat, and ARC-AGI 🤯 🧵1/ z-lab.ai/projects/spars…

The first half of 2025 is all about reasoning models. The second half? It’s about agents. At Agentica, we’re thrilled to launch two major releases: 1. DeepSWE, our STOA coding agent trained with RL that tops SWEBench leaderboard for open-weight models. 2. rLLM, our agent

Join us at DeFi’25: Workshop on Decentralized Finance & Security, Co-located with ACM CCS 2025 on October 17, 2025. Submission deadline: July 21, 2025 (AoE) Thanks to our incredible program committee & chairs for making this happen: Aviv Yaish @christoftorres Alex Biryukov

Join us at Agentic AI Summit 2025 — August 2 at UC Berkeley, with ~2,000 in-person attendees and the leading minds in AI. Building on the momentum of the 25K+ LLM Agents MOOC community, this is the largest and most cutting-edge event on #AgenticAI. As 2025 emerges as the Year of