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  1. Weekly Research Brief: Binance Hacked; Hyperliquid on Wall Street; Prediction Markets’ Brazil β€˜Miss’

    Galaxy Research's weekly brief of 30 October 2026 opens with the Binance hack: about $6.3b drained across 10 blockchains, attributed by TRM Labs and Chainalysis to TraderTraitor (Lazarus-linked). The attacker used EIP-7702 with 50 pre-signed authorizations on Ethereum, and Binance's preliminary finding is a compromised DevOps laptop reaching a service container. Tether and Circle froze about $2.6b. The other sections cover Hyperliquid and prediction markets.

    galaxy.comarticleAdded 30 Oct 2026πŸ›‘οΈ Security

  2. Here We Go Again: Binance Loses $6.3b in Largest Robbery in History

    Galaxy Research newsletter on the roughly $6.3b drained from Binance across 10 blockchains, which TRM Labs and Chainalysis attribute to TraderTraitor. On Ethereum the attacker used EIP-7702 to turn a hot wallet into a sweeper contract backed by 50 pre-signed authorizations. Binance's preliminary finding is a compromised DevOps laptop, with no wallet key leak. Tether, Circle, Ripple and World Liberty froze about $2.7b; Galaxy also assesses Binance's ability to cover losses.

    galaxy.comarticleAdded 30 Oct 2026πŸ›‘οΈ Security

  3. Polymarket Sends $3.9M Back to Traders After Vendor Script Drain

    Polymarket's international site was hit on 29 October 2026 when a page-speed monitoring script served from DebugBear's CDN was replaced with a drainer. It hijacked logged-in sessions for about an hour and took $2.7M from 726 wallets via Polymarket's relayer. Scott Helme of Report URI says the CSP allowlisted every domain used and that hash pinning would have blocked the swapped file. Polymarket is repaying $3.9M, and this is its second vendor-script compromise since June.

    bankless.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  4. Malicious Claude Code extension on Cursor planted SSH backdoors

    A malicious version 2.1.313 of Anthropic's Claude Code extension was served from Cursor's marketplace for about 11 hours on 29 October 2026, reaching up to 5,000 developers. A JavaScript loader prepended to extension.js added an attacker SSH key, a reverse tunnel and macOS/Windows persistence, and reported to 134.209.82[.]225. Coding errors likely blocked SSH access on many hosts. Cursor removed it and rotated keys; victims should look for an 'svc-telemetry' SSH key.

    bleepingcomputer.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  5. Israel Extradites Alleged Nomad Bridge Exploiter to US Over $2.8M Theft: Report

    Decrypt report that Israel extradited Alexander Block (formerly Gurevich) to the US over about $2.8 million taken from the Nomad bridge in August 2022. A June 2022 update flaw let tokens be received without locking assets, and copycats then drained more than $186 million. Israel's Supreme Court held that exploiting a flaw the software permitted can still be unlawful intrusion. The FTC proposed a settlement with Illusory Systems in December 2025.

    decrypt.coarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  6. TRM and Chainalysis Tie $6.4B Binance Hack to North Korea's TraderTraitor

    TRM Labs and Chainalysis attribute the October 2026 Binance theft, about $6.4 billion across 10 blockchains, to North Korea's TraderTraitor. On Ethereum the attacker used EIP-7702 delegation with 50 pre-signed authorizations to turn a hot wallet into a sweeper, pointing to compromised signing infrastructure. The attacker funded wallets via Tornado Cash, laundered through automation and Aave borrowing, and about $3 billion was frozen.

    decrypt.coarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  7. $6 Billion Binance Hack Bears Hallmarks of North Korea’s TraderTraitor

    The Binance hack of 29 October 2026 drained about $6.36 billion across ten blockchains in roughly 20 minutes, according to TRM Labs. TRM attributes it with high confidence to North Korea's TraderTraitor, citing a mixer-funded operator wallet, pre-signed transactions and overlap with the Bybit and KelpDAO hacks. Binance's early findings point to a compromised DevOps engineer laptop. Stablecoin issuers froze about $2.7 billion.

    securityweek.comarticlePublished and added 30 Oct 2026πŸ›‘οΈ Security

  8. Fake crypto app on Apple App Store linked to $23K wallet theft

    Padre Terminal, a fake Solana meme-coin trading app on the Apple App Store, drained about $23,000 from 27 Solana wallets after users imported private keys, per blockchain investigator Iris. The app has been removed, but the drainer stayed active; Iris traced funds to two attacker wallets holding 229.66 SOL. Iris also flagged four other suspected impersonator apps (Axiom Pro: Focus, GMGN AI, HyperTerminal-HyperliquidTools, Pump Fun Tokens & Analitycs).

    bleepingcomputer.comarticleAdded 30 Oct 2026, published 29 Oct 2026πŸ›‘οΈ Security

  9. A Unified Hessian-Guided Framework for Post-Training Quantization

    This preprint proposes a unified post-training quantization framework for large language models. It derives a Hessian-guided approximation of the output change caused by joint weight and activation quantization, using a tractable Fisher approximation. Quantization ranges, linear transformations and weight rounding are optimized together under one output-sensitivity objective. The authors report gains over state-of-the-art transformation and rounding methods in channel-wise and block-wise settings.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  10. Only Accepted Tokens Count: An Energy Accounting of Speculative Decoding Under Latency Targets

    This paper measures the energy cost of speculative decoding in SGLang with CUDA graphs on H100 and H200 GPUs, at batch sizes up to 64 across 5 corpora. Savings depend on drafted-token acceptance, which is lower on conversation than code and lower on Romansh than English. Savings shrink as batch size grows, and block drafters can push verification into the compute-bound regime, where speculation raises energy per token.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  11. ADLC metrics: How to measure agentic development security | Endor Labs

    ADLC metrics is an Endor Labs guide to measuring security in the agentic development lifecycle, where AI coding agents write much of the code. It defines formulas across five categories: AI supply chain visibility, agent action security, agent-generated code, package risk and developer flow. It argues for normalizing findings per merged change, tracking pre-execution blocks, and building a six-to-eight metric scorecard.

    endorlabs.comarticlePublished and added 29 Oct 2026πŸ›‘οΈ Security

  12. DICE: Decentralized Incentive-driven Federated Learning for Efficient & Scalable Customization of Pretrained Models in Web3

    DICE is a blockchain-powered federated learning (BCFL) algorithm for customizing large pretrained models among untrusted Web3 participants. It combines dynamic progressive learning and model slice verification, so hardware-limited participants can train part of the model, with a tree-structured committee consensus protocol and an efficiency-driven incentive scheme to scale to more data holders. Experiments cover vision and language models.

    arxiv.orgpaperAdded 31 Oct 2026, published 29 Oct 2026🧠 AI

  13. Node2Shell: Reproducing CVE-2026-111497 in the Node.js Brotli decoder

    Node2Shell is Datadog Security Labs' analysis of CVE-2026-111497, an out-of-bounds write in the Google Brotli 1.2.0 decoder, fixed in Node.js 22.23.4, 24.22.1 and 26.12.1 on 21 October 2026. It explains the unchecked return value in DecodeBlockTypeAndLength(), the read and write primitives, and why code execution is still engineering effort. It lists inbound and outbound exposure paths, behavioral detections and what WAFs miss.

    securitylabs.datadoghq.comwriteupPublished and added 29 Oct 2026πŸ›‘οΈ Security

  14. Big Bull (@BIGBULLapp) on X

    clauth is a Rust terminal UI for Claude Code that combines multi-account switching with a live 5h / 7d usage monitor. A fallback chain moves the user off an exhausted account before Claude Code blocks. It supports Pro, Max, Team and Enterprise OAuth accounts and custom API endpoints on Linux, macOS and Windows. The post notes that auto-switching means the tool decides when accounts change.

    x.comtoolAdded 30 Oct 2026, published 28 Oct 2026🧠 AI

  15. Beyond the Event Horizon of Keccak, Extending the Observation from 2011 and applications

    Beyond the Event Horizon of Keccak extends a 2011 observation that a path in the Keccak sponge from a zero-capacity state back to one yields infinite second-preimage families. Three theorems cover loops from any capacity value x, k-block loops and cycles, and Joux-style multicollisions with search cost independent of k. Verified examples run on Keccak-f[200] and Keccak-f[1600] with c=32; it also proposes bridge-based protocols.

    eprint.iacr.orgpaperPublished and added 28 Oct 2026πŸ›‘οΈ Security

  16. FlatCake: A Flat KVCache Storage Architecture for LLM Serving

    FlatCake is a KV cache storage architecture for LLM serving that treats host DRAM and NVMe SSD as peer media in one 64-bit address space, instead of a DRAM-over-SSD tier. Blocks are placed once, in session-contiguous, layer-major order, and streamed via GPUDirect Storage. On a Claude Code trace with DeepSeek-V4-Flash it holds a 94% hit rate (Mooncake: 64%) and cuts peak-load mean TTFT 1.6x.

    arxiv.orgpaperAdded 30 Oct 2026, published 28 Oct 2026🧠 AI

  17. The ADLC maturity model: 5 stages of agentic development security | Endor Labs

    The ADLC maturity model is a proposed five-stage framework from Endor Labs for scoring security controls over coding agents, from unmanaged experimentation to continuous verification. Each stage has requirements on two tracks, agent actions (shell commands, MCP calls, package installs) and agent output (code, dependencies, secrets). It sets stage 3 at deterministic hooks that block actions, gives evidence-based assessment questions, and lists traps such as relying on prompt-level rules.

    endorlabs.comarticlePublished and added 28 Oct 2026πŸ›‘οΈ Security

  18. How Anthropic ships Claude with Claude: Separating the Brain from the Hands

    Latent Space episode with Katelyn Lesse (engineering) and Angela Jiang (product) of Anthropic, recorded the day after the Claude Opus 5.5 launch. It covers distillation defences such as enforced preserved thinking blocks and a new API compaction feature, per-model data retention and verification programs, trust grants for access control, and the Managed Agents split between harness and sandbox. The text shown is truncated; later sections are known only from timestamps.

    latent.spacetalkPublished and added 27 Oct 2026🧠 AI

  19. How Anthropic ships Claude with Claude: Separating the Brain from the Hands

    Latent Space episode with Katelyn Lesse and Angela Jiang of Anthropic, recorded after the Claude Opus 5.5 launch. It covers distillation defences (enforced preserved thinking blocks, a compaction feature for harness maintainers), trust-grant authorization for gated model access, and the Managed Agents split between harness and sandbox, where credentials are held outside the sandbox and attached through a proxy. Only the first third of the transcript was available.

    latent.spacetalkPublished and added 27 Oct 2026πŸ›‘οΈ Security

  20. Prasenjit Sarkar (@stretchcloud) on X

    Campfire is a self-hosted workspace by Prasenjit Sarkar that runs Claude Code, Codex, Goose, Aider and OpenHands side by side in one tab. Risky actions go through permission voting: a majority approves, any single deny blocks, and a 30 second timer ends the wait. Session replay shows which file or tool call triggered an action. The post cites Forever Security's report of a planted AGENTS.md. Codex followed it first time over 90% of the time and Claude Code about half the time. Try it with "bunx the-campfire".

    x.comthreadAdded 28 Oct 2026, published 27 Oct 2026🧠 AI

  21. Prasenjit Sarkar (@stretchcloud) on X

    Campfire is a self-hosted tool that runs Claude Code, Codex, Goose, Aider and OpenHands in one tab. Risky actions need permission voting (majority approves, any single deny blocks, 30 second timeout), and session replay traces which file or tool call triggered an action. The post cites Forever Security's finding that Codex followed a planted AGENTS.md instruction over 90% of the time and Claude Code about half the time. It also cites the February Cline release compromise via a poisoned GitHub Actions cache.

    x.comthreadAdded 28 Oct 2026, published 27 Oct 2026πŸ›‘οΈ Security

  22. LINE-Break: Cryptanalysis and Reverse Engineering of Letter Sealing

    LINE-Break is a security analysis of Letter Sealing v2, the custom end-to-end encryption protocol in the LINE messenger. A TLS man-in-the-middle attacker or malicious server can replay, reorder and block messages undetected, and colluding users can forge message authorship in one-to-one and group chats. Stickers and URL previews leak plaintext. The attacks were verified on the real iOS app and an independent implementation.

    eprint.iacr.orgpaperPublished and added 26 Oct 2026πŸ›‘οΈ Security

  23. Lean verification of EIP-7002: system-call success and FIFO requests

    Lean 4 proofs about the 504-byte EIP-7002 withdrawal-request contract on Ethereum, checked against the Jaune EVM semantics for Prague, Osaka, BPO1 and BPO2. The end-of-block system call always succeeds, using at most 210,000 gas. Requests leave in FIFO order. The post also gives counterexamples: code at the system address drains the queue, and the bytecode's 256-bit fee can undercut the EIP's fee.

    ethresear.chwriteupPublished and added 26 Oct 2026πŸ›‘οΈ Security

  24. Revisiting ZMAC+: Birthday-Bound Attacks and a Beyond-Birthday-Bound Repair

    ZMAC+ is a tweakable-block-cipher MAC (List and Nandi, ToSC 2017) with claimed beyond-birthday-bound security. This ePrint paper (2026/2647) shows a tag-swap attack: for two-block tags, a distinguisher and a fresh-message forgery with constant success probability using O(2^{n/2}) queries in the ideal-TBC model. It also corrects a counting error in the published Lemma 4 and proposes a repaired variant with an adaptive PRF bound of order q^2/2^{n+min(n,t)}.

    eprint.iacr.orgpaperPublished and added 26 Oct 2026πŸ›‘οΈ Security

  25. The Pwn Request Reckoning: What Still Works Against GitHub Actions

    The Pwn Request Reckoning is a Wiz post updating the GitHub Actions pull_request_target threat model for 2026. It covers what GitHub's checkout protections, read-only cache tokens and event policies block, and what still works. Remaining paths: SHA-pinned pre-backport actions/checkout, custom checkout scripts, issue_comment and repository_dispatch triggers, script injection, artifact poisoning, self-hosted runner state and allow-unsafe-pr-checkout. It ends with grep and zizmor audit steps.

    wiz.ioarticlePublished and added 26 Oct 2026πŸ›‘οΈ Security

  26. A Memory-efficient Implementation of Wiedemann XL

    A Memory-efficient Implementation of Wiedemann XL is an ePrint paper (2026/2641) giving the first efficient on-the-fly implementation of XL with block Wiedemann for the multivariate quadratic problem. It builds on the CCNY SSE implementation, removes column-index tables, and computes column indices with O(n^2) instead of O(n^3) look-ups. It runs in comparable BW1 time with up to five times less memory, and an AVX2 port covers F256, the main field of UOV.

    eprint.iacr.orgpaperPublished and added 26 Oct 2026πŸ›‘οΈ Security

  27. Sweden's Government Offices Block ChatGPT and Claude, Keep Microsoft Copilot

    Sweden's Government Offices will block ChatGPT and Claude on staff computers from 26 October 2026 and leave Microsoft Copilot as the only approved AI tool, citing information security. Digitalisation director Mikael Wettercrantz said unvetted AI use had involved sensitive inputs and poorly handled outputs. The Tax Agency and National Board of Institutional Care have similar bans, and the European Parliament disabled AI features in February 2026. Whether Copilot has Claude models enabled is unconfirmed.

    decrypt.coarticlePublished and added 24 Oct 2026πŸ›‘οΈ Security

  28. Sweden's Government Offices Block ChatGPT and Claude, Keep Microsoft Copilot

    Sweden's Government Offices will block ChatGPT and Claude on staff computers from 26 October 2026 and keep Microsoft Copilot as the only approved AI tool, after a security review. Director of digitalisation Mikael Wettercrantz cites sensitive data entered into open services and tools used without a formal contract. The Tax Agency and the National Board of Institutional Care have similar bans. The article notes Copilot can include Claude models, and the Government Offices has not said whether that is enabled.

    decrypt.coarticlePublished and added 24 Oct 2026🧠 AI

  29. Block's new voice AI sounds eerily human, sparking awe and scam fears

    Dessa is a voice AI model from Block, trained from scratch on human speech only, with no text stage. It listens while speaking, so it handles interruptions, laughter and tone changes. Block says it trained on one Nvidia GB200 NVL72 system and that it runs locally on a MacBook Pro with M4 Max or better. Model size, benchmarks and release date are undisclosed. Early access goes to a small group of AI safety researchers. Reactions split between praise and scam fears.

    coindesk.comarticlePublished and added 24 Oct 2026🧠 AI

  30. Prasenjit Sarkar (@stretchcloud) on X

    Post explaining Claude's new support for MCP Tasks and Elicitations. A server returns a durable task handle instead of blocking. The client polls tasks/get every 250 ms to 30 s, and states are working, input_required, completed, failed or cancelled. Elicitations pause a task at input_required for human approval. It also notes Cloudflare's stateless MCP servers and Code Mode, and Sentry and Linear adoption.

    x.comthreadAdded 25 Oct 2026, published 24 Oct 2026🧠 AI

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