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DeepSeek 开源 V4.1 Flash:552B MoE、MIT 许可、可本地自托管,CyberGym 88.1 超 Opus 5。

开源权重可本地部署,AI 辅助漏洞研究能力直接下放到自托管环境。

DeepSeek just dropped the kind of release closed AI labs should be worried about. On DeepSeek's published agentic benchmarks, V4.1 Flash: Beats Opus 5 on 3/4 Beats Kimi K3 on 4/4 Beats GPT-5.6 Sol on 3/4 CyberGym: 88.1 vs Opus 5 at 84.5 DeepSWE: 74.2 vs 74.0 Automation-Bench: 54.8 vs 50.3 And the weights are FREE to download and MIT licensed. 552B MoE. 8B active on input. 16B active on output. 1M context. Native multimodal. Local/self-hosted deployment. For AI-assisted vulnerability research, exploit development, reverse engineering, malware analysis, detection engineering, red teaming, blue teaming, and autonomous security research, this is getting very interesting. If I were running a closed US AI lab, open releases like this would make me nervous. You can lobby, regulate and build bigger moats, but you can't put open weights back in the bottle. Keep them coming. https://t.co/x3ZPez9EHT Weights: https://t.co/f5yRdS2jzR #OpenSourceAI #AISecurity #VulnerabilityResearch #ReverseEngineering #MalwareAnalysis #ThreatIntel #BlueTeam #RedTeam

llmai_agent开源报告 @cr3ghost 原文 ↗

有人以 10 万美元兜售 Windows 11 25H2 本地提权 0day,声称 10 秒内提权至 SYSTEM。

未修补的 Windows 11 LPE 在售,影响面广且无补丁,需评估暴露面。

RT @DailyDarkWeb: 🚨 WINDOWS 11 LPE ZERO-DAY EXPLOIT ALLEGEDLY FOR SALE FOR $100,000 A newly registered threat actor is advertising what they claim is an unpatched Local Privilege Escalation (LPE) vulnerability affecting Windows 11. According to the listing, the exploit allegedly: * Escalates a local user/guest account to SYSTEM * Works against Windows 11 25H2 and Preview builds * Requires no additional dependencies * Executes privilege escalation in roughly 10 seconds * Has a claimed 100% success rate The seller is asking $100,000 and claims a proof of concept is available only to prospective buyers. ⚠️ Analyst Note: This is currently an unverified underground-market claim. No CVE, technical root cause, exploit sample, or independent validation is provided in the listing. If genuine, an LPE providing SYSTEM privileges could become particularly significant when chained with an initial-access or remote-code-execution vulnerability. #DDW #Windows11 #ZeroDay #CyberSecurity

lpewindows0daycve @0xocdsec 原文 ↗

runZero 发布 SSHamble:针对 SSH 实现的认证前攻击、时序分析与会话后枚举研究工具。

SSH 是自托管基础设施的入口,该工具可直接复现认证绕过与状态机缺陷。

SSHamble - a research tool for SSH implementations that includes: ✅ Interesting attacks against authentication ✅ Post-session authentication attacks ✅ Pre-authentication state transitions ✅ Authentication timing analysis ✅ Post-session enumeration https://t.co/o9Ma41Vl13

工具认证绕过sshpoc @ipurple 原文 ↗

HTB Silentium 靶机链:Flowise 密码重置令牌泄露致账号接管,经自定义 MCP 节点 RCE 到 root。

完整复现 MCP 节点 RCE 与容器逃逸路径,直接对应自托管 Agent 平台的攻击面。

RT @0xdf_: Silentium from @hackthebox_eu features a password reset token leak in Flowise leading to account takeover, then RCE via its custom MCP node. Container env vars give an SSH password, and a symlink bug in Gogs gets root. https://t.co/xRcAkfSfwi

ai_agentmcprce提权 @0xocdsec 原文 ↗
必看4

Quentin Kaiser 发布用 LLM 辅助挖掘嵌入式固件漏洞的完整方法论与案例。

给出可复用的 AI 辅助漏洞研究流程,适用于固件与嵌入式目标。

AI Assisted Vulnerability Research on Embedded Targets (@qkaiser) https://t.co/cvus79BMWD #infosec #llm

llm固件漏洞挖掘报告 @0xor0ne 原文 ↗

研究者演示用 MCP 配合 Codex 实现代码执行,并考虑公开完整检测指引。

MCP 工具链被滥用为代码执行通道,是自托管 Agent 的典型风险面。

Another day, another experiment playing with MCP and Codex to execute code. Should I document and publish with full detection guidance? https://t.co/MNBFe9EF2L

mcpai_agentrce检测 @ipurple 原文 ↗

WordPress The Events Calendar 未授权 RCE(CVE-2026-78006)PoC 已公开。

未授权 RCE 且 PoC 公开,WordPress 站点暴露即可能被批量利用。

RT @ridvanyagli: CVE-2026-78006, WordPress The Events Calendar eklentisindeki unauthenticated Remote Code Execution (RCE) açığı için PoC yayınlandı: https://t.co/cGnbADvVHe

rcewordpresscvepoc @0xocdsec 原文 ↗

Windows WalletService 提权至 SYSTEM(CVE-2026-49176)的完整分析与 PoC 公开。

本地提权链有完整复现步骤,可用于验证 Windows 主机加固效果。

RT @_r_netsec: Writeup & POC: CVE-2026-49176 Windows WalletService to SYSTEM (LPE) https://t.co/BEI8wzvP4O

lpewindowscvepoc @0xocdsec 原文 ↗
推荐15

PentesterLab 新增 4 个 Java 反序列化实验,讲解 gadget 链构造与执行流。

从零理解 ysoserial gadget 链,比盲跑工具更能建立可迁移能力。

Stop running ysoserial with no idea what is happening. Understand the gadgets. Follow the execution flow. Build your own chains. 4 new labs in our Java Deserialization badge: Java Serialize 07–10 ☕️☕️☕️ https://t.co/L1rlZSnKGg

反序列化java工具 @PentesterLab 原文 ↗

从零用 C# 重写 Havoc C2 的 Demon agent,并记录握手、封包与 AES-256-CTR 细节。

逐字节拆解 C2 通信协议,对理解与检测 C2 流量有直接价值。

RT @ironhulk_0xff: It took me a while to reverse-engineer Havoc’s C2 and really understand what was happening under the hood I ended up building my own agent from scratch in C# without making any modifications to Havoc’s original teamserver Just reading the source code, tracing bytes, breaking things, and figuring out exactly how Demon communicates with the teamserver. I documented the whole process: → Registration handshake → Packet structure & endianness → AES-256-CTR behavior → Agent metadata → Tasking & responses → Building a custom C# agent → What broke and why → What I’d build next The most interesting part? One wrong assumption about how Havoc handles AES was enough to make a perfectly registered agent look completely broken. If you’re into red teaming, C2 internals, or reverse engineering, you might enjoy this one. Full write-up 👇 https://t.co/GNCxpmHZY0

c2逆向报告 @Salsa12__ 原文 ↗

通过 WSC API 调用禁用 Windows Defender 的流程图,附 SIEM 检测事件 ID 建议。

给出禁用 Defender 的检测点与事件 ID,可直接用于日志规则落地。

Flow diagram showing how Windows Defender is disabled using WSC API calls. 🟣 Ensure the following event IDs are collected and forwarded to your SIEM to detect this behavior. 𝑫𝒆𝒕𝒆𝒄𝒕𝒊𝒐𝒏 𝑺𝒕𝒓𝒂𝒕𝒆𝒈𝒊𝒆𝒔 ✅️ Registry Modification: 4657 & 4663 ✅️ AV Passive Mode ➡️ Event ID 5007 ✅️ AV Product State ➡️ Event ID 15 https://t.co/aL7DAsWMHS

检测windows防御绕过 @ipurple 原文 ↗

将文件句柄重定向技术扩展到域控,从活动 DC 提取 ntds.dit、SYSTEM 与 SECURITY。

域控凭据转储的新手法,直接影响 AD 环境检测与加固思路。

Domain Credential Dumping via File Handle Redirection New Medium post. In this article, we’ll extend the File Handle Redirection technique to target a Domain Controller, extracting ntds.dit, SYSTEM, and SECURITY from a live DC https://t.co/G4EB6t5xbC https://t.co/s7ITh8TG4n

域控凭据窃取windows @Salsa12__ 原文 ↗

发布 LazyDLLSideload 与 dyncvoke:自动生成 DLL 侧载转发器,并支持间接系统调用。

Rust 免杀工具链更新,减少手工解析导出表与转发器的工作量。

I've been testing a lot of rust implants against edr vendors. Every time i code a sideload or a proxydll i had to parse the exports, write the forwarders, and .def by manual. You can install LazyDLLSideload with one command. cargo install LazyDLLSideload - https://t.co/ChAwU85vmR - https://t.co/Eni43auShq along with that i have shipped the latest version of dyncvoke to crates,io. Add dyncvoke = "0.1" to your project. It can be used to do (peb walk), indirect syscalls (tartarus etc..), and has call stack spoofing if you turn it on etc... full docs and source codes are here :- - https://t.co/GQ9pkp2v5T - https://t.co/BeMWjF45W3

工具免杀rustedr @5mukx 原文 ↗

passthecert-rs v1.0.4 支持 Shadow Credentials 攻击,可写 msDS-KeyCredentialLink 取 NT hash/TGT。

证书认证链上的 AD 攻击工具更新,扩展了域内横向路径。

RT @g0h4n_0: Releasing passthecert-rs v1.0.4 🦀 🔥 Support for Shadow Credentials attack! 🔑 Write msDS-KeyCredentialLink on any target you can reach and get back its NT hash / TGT. Also in this release: - rusthound_ce: a shortcut to dump the whole domain for BloodHound-CE, straight from your certificate 🐾 Both available from the CLI and from the interactive ldapshell, one LDAPS session over Schannel, and you chain every action without ever re-authenticating Link: https://t.co/zA37Z1j7Is

工具域控认证绕过rust @0xocdsec 原文 ↗

发布基于 pywintrace 的 ETW 消费者,异步采集系统调用进入事件与调用栈。

用户态系统调用追踪带调用栈,可用于 EDR 行为检测与恶意软件分析。

Releasing another pywintrace-based ETW consumer for SysCallEnter + StackWalk events. TL;DR: System call tracing from user mode but it's asynchronous, and you get the call stack rather than the arguments. Link: https://t.co/priyFxeygf https://t.co/xwfkjKbUUx

工具etwwindows检测 @_winterknife_ 原文 ↗

0xM0nCrush:加载已签名 HONOR 内核驱动,通过单个 IOCTL 从内核态终止任意进程。

滥用签名驱动实现跨版本进程终止,是 BYOVD 攻击面的现实案例。

0xM0nCrush - A cross-version Windows process terminator. It loads a signed HONOR kernel driver (MonProcessEX.sys), resolves the PID of every target process, and terminates it from kernel context through a single IOCTL. No kernel offsets, no PDB downloads https://t.co/9c0Nm56xty

byovd内核工具windows @ipurple 原文 ↗

ESP32Marauder v1.16.0 发布,ESP32 上的 WiFi/蓝牙攻防工具套件更新。

低成本硬件无线攻防工具持续维护,适合自建无线测试环境。

ESP32Marauder v1.16.0 — A suite of WiFi/Bluetooth offensive and defensive tools for the ESP32 https://t.co/WU9XcUM2b5 https://t.co/SXpH9iWRpU

工具无线固件 @KitPloit 原文 ↗

Foxit PDF Reader 提权漏洞(CVE-2026-57239)完整分析与利用链公开。

常见 PDF 阅读器的本地提权链,办公终端需关注。

RT @_r_netsec: Escalating All The Privileges With Foxit PDF Reader (CVE-2026–57239) https://t.co/cbg8sn0eMA

lpecve浏览器poc @0xocdsec 原文 ↗

CSPT 到完整账号接管,再经原型链绕过 2FA 的 1.5 万美元赏金案例。

客户端路径穿越加原型链绕过 2FA,是 Web 认证逻辑的典型组合缺陷。

RT @pentest_swissky: $15k - CSPT to full account takeover, then 2FA bypass via the prototype chain - @whoareme33 https://t.co/FnihGC6lbO

认证绕过web报告 @0xocdsec 原文 ↗

过去 30 天新注册的 passkey 主题域名被用于 evilginx2/evilproxy 钓鱼即服务。

钓鱼基础设施转向 passkey 主题,认证加固需覆盖此类社工面。

Threat-Intel: Passkey-theme domains Newly batch of passkey related domains created in the last 30 days are part of the evilginx2 and evilproxy PhaaS targeting MSSP, Technologies, Health, Manufacturing and Finance sectors. PS: passkey-auth[.]com was only created 18 hours ago. #threathunting 🧙‍♂️

钓鱼威胁情报认证绕过 @0x534c 原文 ↗

Security Onion 3.3.0-20260908 发布,开源威胁狩猎与入侵检测平台更新。

自托管安全监控平台版本更新,适合本地检测环境升级。

securityonion v3.3.0-20260908 — Open-source security monitoring platform for threat hunting, intrusion detection, log management,... https://t.co/bekfDdeiO6 https://t.co/v5Y1JqSA7i

工具检测开源 @KitPloit 原文 ↗

微软 PyRIT v1.1.0 发布,开源生成式 AI 红队测试框架更新。

对自托管 LLM/Agent 做自动化红队与行为审计的现成框架。

PyRIT v1.1.0 — Open-source framework for red-teaming generative AI systems: automate attack prompts, score model responses, and audit behavior to identify... https://t.co/IawSrrPuhn https://t.co/NA8IlSM7xA

llmai_agent工具红队 @KitPloit 原文 ↗

CyberStrikeAI v1.7.18 发布,定位为 AI 原生网络安全的受控执行系统。

AI 驱动的安全执行框架,与自托管 Agent 编排思路直接相关。

CyberStrikeAI v1.7.18 — The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational... https://t.co/jWajlw592p https://t.co/xvPEqUpTdc

ai_agent工具开源 @KitPloit 原文 ↗
更多149

有人用单条提示让 Opus 在 4 小时 28 分内解出全部 9 道 Flare-On 12 逆向题。

展示 LLM 在逆向与 CTF 上的实际能力边界,影响逆向工作方式。

RT @expend20: I gave Opus one prompt and all nine Flare-On 12 challenges. It solved them all in 4h 28m. No IDA, no decompiler, no debugger, and it never ran a single binary. Python with capstone, unicorn and z3. More info 👇 #FlareOn #ReverseEngineering #CTF

llm逆向ctf @0xocdsec 原文 ↗

Windows Brokering File System 中的 UAF 漏洞(CVE-2026-50458)挖掘过程公开。

内核组件 UAF 的完整发现过程,对 Windows 内核漏洞研究有参考价值。

RT @_r_netsec: CVE-2026-50458: Finding a UAF in the Windows Brokering File System https://t.co/gcUF7mxcli

内核uafcvewindows @0xocdsec 原文 ↗

攻击者利用腾讯应用漏洞部署 GrayRabbit 恶意软件。

真实在野利用事件,涉及常见腾讯应用,可对照排查。

RT @BleepinComputer: Hackers exploit Tencent app flaw to deploy GrayRabbit malware https://t.co/5q0KlRNhk8 https://t.co/5q0KlRNhk8

事件恶意软件在野利用 @0xocdsec 原文 ↗

获取 ZRON 工具集文档:一线调查员可向目标 Windows 主机部署植入并远程控制。

泄露的监控工具集文档,揭示其植入部署与账号管理架构。

Going to be a busy week. New report about to come out and we got our hands on more of the ZRON data, including the documentation of their toolset: "The system serves two types of users: Frontline investigators: They can deploy implants onto target Windows PCs as needed and gain control over the target machines using the generated server-side installation program. System administrators: They possess full control over the platform and can manage user accounts." So, a lot to report about...

事件监控windows报告 @NetAskari 原文 ↗

把 AI 发展放进 PEST 框架,讨论美国在技术维度上的历史受益。

My sense is that that AI development falls into a strategic-level PEST change, (Political Economic Societal Technology). Along the Technology dimension, the US has historically been the biggest beneficiary of PEST changes with telephones, automobiles, air travel, PC industry, GPUs, and now AI. The result of these benefits has been outsized economic and military development relative to peer nation states. These compounded undeniable technological advantages are largely credited with enabling power projection, sea power, and operations in the US sphere of influence (ie the world). The AI era may be the first time, certainly in “modern history”, that there’s a realistic possibility that a non-western nation state (ie China) may snatch the disproportionate strategic benefits of technological supremacy. The concrete threat then becomes uncertainty. Which is to say, it’s not concrete and mostly a bunch of questions. What does the world look like when an adversary state has an undeniably superior technological advantage? What does that mean for power projection, sea power, covert operations, cyberspace operations? But even though these are just hypothetical questions at this point, the conception alone is terrifying for the generation of Americans that have only known Pax Americana. Even those without a deep understanding of US influence sense this “threat”, if you will. This is where the fear comes from. All of that being said, I’m not sure what winning looks like either. I’m not convinced there’s a workable, deliberate national strategy around this. The AI labs are just businesses that are (correctly) executing competitive strategy by shaping narratives to their own benefit.

ai_agent观点 @0xTriboulet 原文 ↗

有人完成 PentesterLab 的 AI Fundamentals 课程。

RT @coffeefiend52: I just completed @Pentesterlab's AI Fundamentals!!!

培训 @PentesterLab 原文 ↗

质疑 AI 实验室从不回应关于目标与胜负标准的实质问题。

No no, those aren’t rhetorical questions. See thats what is so crazy. The AI labs, and supporters, don’t even bother responding to real questions. No one is bothering to explain what the goal even is. Would you fight a battle or a war with no defined criteria for victory? But instead, you just give vague generalizations that still amount to nothing really. Just “we gotta be superior.” You dont even answer why. So I’m supposed to be afraid of China winning, but no one can even tell me why, specifically? The entire argument boils down to “trust me bro” and “well but China!” Its insulting at this point.

ai_agent观点 @Teach2Breach 原文 ↗

回复中提及某位旧识。

@NewAgeRetroNerd @T3chFalcon @aVanishingCycle remember this dude?

闲聊 @0xpwnie 原文 ↗

抱怨时间线上出现已屏蔽账号的回复。

I hate when my mutuals reply to an account that has me blocked and then it appears on my TL Especially this HSV dude, blocked me for an absurd reason plus he pulled the region screenshot card Zero class I'd appreciate never seeing these sadistic narcissists please https://t.co/FU4YPZbO5U

闲聊 @0xpwnie 原文 ↗

一句简短回复。

@5mukx Nice

闲聊 @0xTriboulet 原文 ↗

讽刺 AI 融资话术的玩笑回复。

@0xTriboulet Someone tell A16z i’ve figured out a way to let ppl gamble their meager savings on my hacking model that i cant keep contained

闲聊 @Teach2Breach 原文 ↗

一句调侃回复。

@0xTriboulet always a damn catch

闲聊 @Teach2Breach 原文 ↗

讽刺自称 AI 实验室即可免责入侵的说法。

so if i call my company an AI lab, I can just hack whoever I want without consequence? i can just tell the fbi, whoops my model must have got loose! I didnt even know (i did know)

ai_agent观点 @Teach2Breach 原文 ↗

关于项目答辩与拖延的闲聊。

@damnsec1 me and Yeat have so much Aura bro I'm thinking of wearing a coat for my project defense because I'm that guy and can walk into any room(saying this while watching a series instead of making corrections on my work before submission deadline tomorrow).

闲聊 @0xpwnie 原文 ↗

对 AI 竞赛无法减速的感慨。

This is probably along the lines of where I am mentally. Can’t slow down now - it’s already out of the bag and we sure don’t want other adversary countries leading in this… but damn.. gonna be a rough road imo.

ai_agent观点 @HackingDave 原文 ↗

推荐自己账号的精选内容合集。

Hey, you can entertain/educate yourself in my highlights. I took my time to put the best of this account yet on there. None of it is copied. Enjoy. https://t.co/waek0zgNKD

闲聊 @0xpwnie 原文 ↗

逆向中调试变量组合随机数可绕过反作弊实现飞行挂。

Reverse engineering is often just trial and error. Great example, using either of these debug vars will get you banned. But combine them with a random number? You get a fly hack that bypasses the anticheat. https://t.co/jvgQM40tGI

逆向反作弊 @GuidedHacking 原文 ↗

同时训练过前沿 LLM 与合成病毒者认为 AI 造病毒威胁论站不住脚。

RT @DavidRBellamy: I must be among an extremely small group of people (n=1?) that have both 1) trained a frontier LLM and 2) designed and synthesized custom viruses in a lab with my own two hands. And I think that the takes on AI killing us all by creating dangerous viruses is total bogus.

ai_agent观点 @0xTriboulet 原文 ↗

转发家庭实验室入门视频推荐。

RT @0xpwnie: As someone that loves freedom, this is one of the reasons I got into IT. To build my very own home lab. Watch Arden's video for a beginner's guide to homelabbing ( link is in the comment section) https://t.co/tSW1jnHgnM

homelab @0xpwnie 原文 ↗

有人计划今年不用 AI 参加 Flare-On。

RT @hasherezade: Totally agree, that's why I am planning to do this year's #FlareOn without using AI (unless there is a task where it's specifically required). The competitive side of the challenge may be dead, but we still can choose to have fun. Just like existence of a mountain lift doesn't have to kill the pleasure of climbing.

ctf逆向 @mrgretzky 原文 ↗

读书笔记:竞争战略之后是竞争优势。

Competitive Strategy ✅ Competitive Advantage is next https://t.co/RG4v8Sf71Z

观点 @0xTriboulet 原文 ↗

有人完成 PentesterLab 的 Media 徽章。

RT @EliotGeo: I just completed @Pentesterlab's Media Badge!!! https://t.co/vrsc1bOKvF

培训 @PentesterLab 原文 ↗

劝告某人不要靠曝光换短暂关注。

@MSNightmare2000 All you've done here is make your life worse and you had many ways to move on. These people that are giving you respect and hype won't help and probably don't give a shit about you so the fame won't last long. The dopamine release from the likes/retweets is temporarily happiness.

闲聊 @cr3ghost 原文 ↗

评论某事件只有单方面说法。

@MSNightmare2000 It sounds like a one-sided story and they gave you a really generous offer, you should've accepted. I'd be keen to hear their side of it. The issue is most people are already bias so they probably care less about the truth.

闲聊 @cr3ghost 原文 ↗

吐槽时间线上出现陌生账号。

who are these accounts bruh😒 https://t.co/eLwiWTb4kY

闲聊 @0xpwnie 原文 ↗

对烧 0day 事件当事人的处境表示理解。

I said some things previously about this guy. Although I do believe he could have used his work for the better instead of going through this ordeal of burning 0days, now that I have the full picture I can understand how he got to that point. I hope he can move on now.

事件 @kyREcon 原文 ↗

关于出售某物的闲聊回复。

@kernelstub I have one bro 😔 wanna sell and get monies

闲聊 @0xpwnie 原文 ↗

呼吁少谈 AI、专注打磨自身技术。

how about we leave AI and actually get so good at what we do? don't you wanna be recognized? i'm speaking for myself mate

观点 @0xpwnie 原文 ↗

发帖称出售 0day 合法并招揽买家。

Okay just saw that selling 0days is legal, if you want to buy any or looking for any specifically or in any software hit me up :).

0day闲聊 @kernelstub 原文 ↗

回顾 Abdelhamid 在 Windows 逻辑漏洞上的早期贡献。

RT @SinSinology: i don't know how many of you remember but back in the day (6 years ago), Abdelhamid was the OG! i started learning about windows logic bugs through his work instead of James's work at first. was following his work religiously and fascinated by how clever and creative he is, from kaspersky and avast, McAfee and win defender and other ms core components to inventing file delete to EoP techniques, he did them all! never thought such a great mind would have this happen to his journey it really does break my heart, I never met him nor had the honour to chat with him but he became an idol in my book. great to see, 6 years after, still his work is top-top-top tier, still mind bending and creative (wish i had a better vocab but if you can help, he is the literal definition of finding a unicorn)

事件windows @T3nb3w 原文 ↗

吐槽某工具价格昂贵。

Anyone wanna spare 5.000 LMFAO. Why are these shits so expensive I'll never get it https://t.co/zkW2TQbv9d

闲聊 @kernelstub 原文 ↗

表示可提供更多背景信息。

@deanwball If you need more lore on this

闲聊 @Laughing_Mantis 原文 ↗

呼吁业内专业人士一起讨论。

@deanwball Let's make these dreams come true and let's discuss Sincerely myself and many other professionals in cybersecurity

闲聊 @Laughing_Mantis 原文 ↗

调侃某人正从第一性原理理解某工具。

bro slowly starting to figure out @pidotdev from first principles…

闲聊 @mrexodia 原文 ↗

赛博朋克 2077 将登陆战网。

RT @CyberpunkGame: Our netrunners just detected a new access point 💻 Get ready to hit the streets of Night City. Cyberpunk 2077 is coming to @battlenet later this year! https://t.co/vveLIcET6P

游戏 @artem_i_baranov 原文 ↗

对某事件结果表示担忧。

This is insane, the outcome of this does not look well.

闲聊 @weezerOSINT 原文 ↗

EuroBSDcon 2026 上 OpenBSD 勘误流程演讲视频。

RT @canadianbryan: Video from Alexander Bluhm (bluhm@)'s talk "From Report to Patch, the OpenBSD Errata Process" today at #EuroBSDcon 2026. https://t.co/6tdQ5HSLSm https://t.co/TUas5rUQEp

议题openbsd @0xocdsec 原文 ↗

Ghost Wolf Lab 宣称开发 AI 免杀规避、AI 漏洞扫描与逆向工程技术。

RT @tdatwja: Ghost Wolf Lab 在内部,该实验室开发了AI免杀规避、AI漏洞扫描、逆向工程等技术,所有这些都有助于领先于其它APT组织和网络威胁. https://t.co/RF9rekeXBI

ai_agentapt威胁情报 @0xocdsec 原文 ↗

观点:前沿实验室暂停对开源有利。

RT @natolambert: It's pretty clear that if Ant & OpenAI pause it's good for open-source.

ai_agent观点 @kyleavery 原文 ↗

推广自己的 LinkedIn 信息安全内容。

If you have a LinkedIn profile, feel free to connect with me. I always post InfoSec content. ❌No AI hype ❌No crap 🔗 https://t.co/2DZRwQY9Nz https://t.co/NMfK4dCHsv

闲聊 @ipurple 原文 ↗

关于模型版本的调侃回复。

@0xTriboulet @thegrugq opus in the big 26 🥀🥀

闲聊 @kyleavery 原文 ↗

EuroBSDcon 2026 上 OpenBSD 输入设备支持演讲视频。

RT @canadianbryan: Video from Matthieu Herrb (matthieu@)'s talk "Input devices on OpenBSD for console, X11 and Wayland" from Saturday at #EuroBSDcon 2026. https://t.co/uqwpvnyzVX https://t.co/7mBAu1SeCz

议题openbsd @0xocdsec 原文 ↗

分享学员按课程学习后改变人生的反馈。

When kids actually follow our courses instead of trying to DDoS our website, it can have a profound impact on their lives. https://t.co/JJk3IiXGNZ

培训 @GuidedHacking 原文 ↗

征集 88x31 像素徽章用于个人主页。

hello friends, please send me your 88x31s and i will add them to https://t.co/LTLQaIvjN5 (please add either of my 88x31s to your websites tooo)

闲聊 @es3n1n 原文 ↗

表示看不懂某个欧洲梗。

Is this some sort of European reference I don’t understand

闲聊 @0xTriboulet 原文 ↗

Nightmare Eclipse 公开身份为前微软员工 Abdelhamid Naceri 并讲述经历。

RT @IntCyberDigest: Nightmare Eclipse, the person who has been dropping Windows zero-days, has finally decided to share his story. He's an ex-Microsoft employee, we had dinner together, and I've known him and his story for some time. His real name is Abdelhamid Naceri. He's a very talented and intelligent individual, and he came across as someone who'd be a real professional to work with. "If only I didn't pour my soul into that job with countless of stupid non sleep nights, i would have gotten over it..." - Naceri He loved Microsoft. I wouldn't say that what he did, releasing all those zero-days, was normal, but he felt he had no other option because of the injustice Microsoft did to him. They fired him, and you can read the vague reason they gave in the email sent to him by the Vice President of Engineering at MSRC, below. According to Abdel's account, VP Tom Gallagher met with him after the firing to tell him they were blacklisting him from Microsoft and writing him a bad reference so he'd never be able to get a job again. Normally you'd think, well, big deal, just find another job, right? But Abdel doesn't have a European passport, and he was only a couple of months away from getting permanent EU residence. So instead of granting him those couple of months, Microsoft fired him for a reason that, as far as we can tell, was never made clear, then fought him in court and offered him €55,000 plus a year's pay to drop the case. All while Abdel was releasing zero-days. Abdel continued suing Microsoft for unfair termination in Germany, a fight that has cost him over $200,000. He says Microsoft refused to reveal any details about the security breach and went another direction. If you are reading this, and you can offer him a LEGAL job, this is his e-mail: [email protected]

事件0day @T3nb3w 原文 ↗

冰蝎帝王 15.0 框架构建器相关链接。

RT @JustWantToQ1: Down now but still relevant if you're following 冰蝎帝王 (Behinder Emperor / Ice Scorpion Emperor). This is version 15.0, specifically a “框架构建器” (Framework Builder) for it. https://t.co/6lbPequSB1

工具webshell @NetAskari 原文 ↗

一句无实质内容的回复。

RT @SIGKITTEN: @thdxr lol lfg?

闲聊 @0xocdsec 原文 ↗

可通过调高某参数规避周期性重启。

RT @lyq_sqsp: You can patch this periodical reboot by increasing the number following loss_of_comm_fdir.persistence.violate_limit

配置 @0xocdsec 原文 ↗

演示在微软计算器源码中植入下载并注入载荷的后门。

when starting calc.exe it donwload a payload and inject it into it self / backdooring the calc source from https://t.co/Tu7zyQHzSf https://t.co/OWFogH0Hyf

供应链逆向 @J3rge 原文 ↗

一条附带链接的简短回复。

@h4x0r_dz https://t.co/hq5Up30Zv8

闲聊 @nas_bench 原文 ↗

有人尝试分析 Windows 画图堆溢出漏洞 CVE-2026-70586。

RT @HackingLZ: It's Sunday lets burn some tokens on CVE-2026-70586 "Heap-based buffer overflow in Windows Paint allows an unauthorized attacker to execute code"

cvewindows @0xocdsec 原文 ↗

计划把 rootkit 嵌入计算器源码。

embed my rootkit into the calc source

rootkit @J3rge 原文 ↗

在微软计算器源码中实现向当前进程注入 DLL。

i finally added dll injection load dll into current process inside the calc code from https://t.co/Tu7zyQHzSf https://t.co/Dz1XMh52Bj

注入逆向 @J3rge 原文 ↗

sherlock v0.16.2 发布,跨社交网络按用户名追踪账号。

sherlock v0.16.2 — Hunt down social media accounts by username across social networks https://t.co/SHBSxkxnXo https://t.co/KeDOna3NFV

工具osint @KitPloit 原文 ↗

转发一条无正文链接。

RT @_Boomhauer: https://t.co/oKvoekaQQn

闲聊 @0xTriboulet 原文 ↗

Guided Hacking 恶意软件分析教程合集。

🤔 Guided Hacking's Malware Analysis Tutorials 👉 https://t.co/RfWfShJJX3 Unpacking VMProtect Unpacking Packed Files Series Setting Up CAPEV2 Sandbox Unpacking PECompact Practical Malware Analysis Exercises Unpacking FlawedAmmyy Unpacking ASPack Malware Analysis VM Setup Top 5 IDA Pro Plugins for Malware Gootkit Decryption with Python Removing Obfuscation in IDA Pro Top 5 Malware Analysis Websites LimeCrypter Analysis: Crypter Internals Reverse Engineering Go Binaries StormKitty C# Stealer Analysis Rebuilding IAT for Malware Analysis Unpacking Ramnit Dropper Best SysInternals Tools for Malware Writing YARA Rules ChatGPT for Malware Analysis Dumping Malware at OEP CyberChef for Malware Analysis Downloading New Malware Samples CyberChef: DCRat Loader Analysis Dumpulator for Malware Analysis Miasm Python RE Framework Intro API Monitor for Malware Analysis Process Monitor for Malware Analysis BlackNET C2 with FakeNet-NG Unpacking YouHacker & Python Malware Beginner Malware Traffic Analysis VKeylogger Analysis: Dumping & Fixing Imports Beginner Malware CTF (CyberDefenders RE101) Miasm: Symbolic Execution Finding Malware C2 Panels Malware Persistence Techniques Redline Infostealer: C2 Analysis Mallox Ransomware Analysis Windows Defender Bypass (Token Manipulation) Binary Refinery Tutorial WhiteSnake Stealer Analysis CAPA for Malware Analysis Comparing Binaries with BinDiff APT37 RokRAT Analysis (North Korea) Learning Malware Analysis (Beginners) Paradies Clipper: Crypto Jacker Analysis Reverse Engineering Skid Malware CrashedTech Loader Analysis Fileless Malware on Linux via Scripting File Type Identification Tools KLBanker String Decryption with Python Miasm: Basic Syntax Detecting Manual Mapping in Memory BlackGuard Infostealer Analysis Malware Analysis Learning Resources Miasm: Jitter PE-sieve for Malware Analysis Detecting Process Hollowing Finding Shellcode in Malware Memory LockBit Ransomware KillChain LockBit: Extracting Binary from XLL PolyGlot Files & IcedID Evasion Malicious OneNote Documents (AsyncRAT) Popular UAC Bypass Techniques VFlooder: VirusTotal Flooder Analysis Popular Windows Malware Analysis Tools ProCDOT for Malware Analysis pySMT Deobfuscation via SMT Solver Back-Doored RedLine Targeting Skids CapLoader for PCAP Analysis RedLine Targeting YouTubers Analyzing Office File Malware (Oletools) Top 7 Malware Detection Techniques Regshot for Malware Analysis Detecting DLL Side-Loading Detecting C2 Servers Scanning Memory for Malware Threat Intelligence in Malware Analysis DoNex Ransomware Analysis (Malcore) IcedID / BokBot Banking Trojan Analysis Analyzing Malware Stager Techniques

培训恶意软件 @GuidedHacking 原文 ↗

讨论前沿 AI 行业评估者资质与独立性。

you know what? it’s awesome that people are vigorously debating the credentials of assessors in the frontier AI industry. It’s awesome we are debating what independence really means. Some of it is in bad faith but who cares. This would have been my dream come true a year ago.

ai_agent观点 @deanwball 原文 ↗

建议加仓 AI 股票并预期 2029/2030 回报。

On top you can invest much more into AI stock and I'm pretty sure you will have that returned by 2029/2030.

投资 @0xocdsec 原文 ↗

认为放缓节奏会让前沿实验室设监管壁垒,开放权重须保留。

pacing gives the frontier labs the ability to mitigate distillation and seize more control/setup regulatory barriers. if they want to walk during the marathon that’s their prerogative. open weights and availability for independent use needs to stay.

ai_agent观点 @daaximus 原文 ↗

询问 Jitsi 是什么。

Wtf is a Jitsi?

闲聊 @0xTriboulet 原文 ↗

一句无实质内容的回复。

Couldn’t be me

闲聊 @0xTriboulet 原文 ↗

观点:iOS 27 起 Xzone 堆加固强于 Scudo,第三方进程差距拉大。

RT @pwn_expoit: Since iOS 27, Xzone appears to have become as robust as, if not stronger than, Scudo. At the same time, the gap in heap hardening between Apple’s own processes and third-party processes seems to be widening. If you want the most secure phone, just get an iPhone. Apple is winning the security game.

移动端堆加固 @alkalinesec 原文 ↗

VB2026 最后一分钟论文征集即将截止。

The #VB2026 call for last-minute papers closes today (13 Sept) at midnight Hawaii time (10am UTC on Monday) - you still have a few hours to submit a proposal! https://t.co/kuqcPhZPTh https://t.co/8ISxXcQ2HC

会议 @virusbtn 原文 ↗

比较硬件采购与订阅制 AI 工具的成本。

16k so 7-8k per unit, that's what a 100% over initial starter cost, + energy? Say a sub is 220 a month and you want Clodex so 440 (assuming you can get CVP+Trusted Cyber) Thats 36.3 subs for both, so 3+ years of Clodex. I'd rather pay Americans even without Daybreak Red.

闲聊 @0xocdsec 原文 ↗

转发一张无正文图片。

RT @boldleonidas: https://t.co/zhHIyPJpmR

闲聊 @0xocdsec 原文 ↗

询问某项目归属。

@0xTriboulet This was @HackingLZ project?

闲聊 @ipurple 原文 ↗

调侃谁来做某款能量饮料。

`Clank` energy drink. Who's building that?

闲聊 @0xTriboulet 原文 ↗

求推荐可详查 Defender 特征签名的网站。

anyone have a website to walk through defender signatures in detail? was using https://t.co/LDhqMTM1ig but it seems to be down now

windows防御 @0xTriboulet 原文 ↗

在读书与开新项目之间的纠结。

Really feeling the tension between reading the last four chapters of Porter's Competitive Strategy, and starting yet another side project

闲聊 @0xTriboulet 原文 ↗

Empire v7.0.2 后渗透与对手模拟框架更新。

Empire v7.0.2 — Empire is a post-exploitation and adversary emulation framework that is used to aid Red Teams and Penetration Testers. https://t.co/eoz0YxEmuT https://t.co/Ah2Kaxhp3H

工具红队 @KitPloit 原文 ↗

一句阿拉伯语吐槽。

هاذو لي اسمهم ناصري غير تاع مشاكل

闲聊 @h4x0r_dz 原文 ↗

DeepSeek V4.1 Flash 技术报告 PDF 链接。

https://t.co/AJaXn3Rw70

llm报告 @cr3ghost 原文 ↗

观点:支持内部隔离,反对借机打压开放权重与把 METR 当权威。

RT @halvarflake: @mikko I'm open-minded on slowing down, I'm pro "doing proper internal isolation" (HF was imo more a symptom of looseness than agent capabilities). I'm against anything that'll be used to crack down on open weights. I am against pretending METR is scientific or independent.

ai_agent观点 @Laughing_Mantis 原文 ↗

调侃 AI 编码助手排查哈希锁定问题的段子。

[everything stops working after a tiny unrelated change] Me: Is it because you did some stupid hash pinning and forgot about it like you always do? Codex: No it’s definitely not that, I checked [10 minutes later] Codex: You’re never going to believe what I just discovered

ai_agent闲聊 @moyix 原文 ↗

内核 Binder 驱动正在迁移到 Rust。

RT @Shiftreduce: Binder finally moving to rust, what a time to live in :') https://t.co/bfG22y1XSb

内核rust移动端 @0xocdsec 原文 ↗

分析电动汽车充电桩 CCS2 协议隐藏攻击面。

RT @_r_netsec: The Hidden CCS2 Attack Surface on EV Chargers https://t.co/l5rSimsmMe

固件协议报告 @0xocdsec 原文 ↗

表示愿意为业内声音较小的同行发声。

@0xTriboulet Welcome, there's many people in our industry who don't have the reach that some of us do and I'm more than happy to do the shouting for all of us

闲聊 @Laughing_Mantis 原文 ↗

转发某人要讲故事。

RT @MSNightmare2000: Story time...

闲聊 @404death 原文 ↗

认为开源一切是最佳方案。

@_xpn_ open-source everything is the best solution.

观点 @cr3ghost 原文 ↗

吐槽某人扮演水平太差。

The thing about larping is you just have to be good at it to get a pass This is obviously bad larp, get better

闲聊 @0xpwnie 原文 ↗

称漏洞赏金是网络安全界最大的骗局。

Bug bounties are the biggest scams in cyber security, prove me wrong.

观点 @kernelstub 原文 ↗

吐槽安全 ROM 中出现 memcpy。

RT @cantstopnyxia: memcpy??... in a secure rom??? 😂 https://t.co/rqkHdIEyS9

固件 @0xocdsec 原文 ↗

一句配图的工作状态更新。

Work work https://t.co/ro6rTrgzOS

闲聊 @J3rge 原文 ↗

观点:应假设所有代码都有可利用漏洞且无法及时修补。

RT @chompie1337: This is the way. Assume all code has exploitable vulnerabilities, and it’s not possible to patch them before an adversary notices. What now? Systems designed around this assumption are the most secure, and it’s relevant now more than ever.

观点 @0xpwnie 原文 ↗

转发称某人议程已持续七年以上。

RT @DavidOndrej1: this has been his agenda for 7+ years https://t.co/ITmou7PWx4

闲聊 @0xTriboulet 原文 ↗

询问社区笔记为何出现在消息而非通知中。

Why do community notes come in a messages instead of notifications? When did that change?

闲聊 @0xTriboulet 原文 ↗

调侃某版本号之后不可用。

@thegrugq Anything beyond 4.6 is just unuseable

闲聊 @0xTriboulet 原文 ↗

批评闭源 AI 公司的傲慢。

The arrogance of AI companies makes my blood boil! Sooner this wave of closed source is over the better!! https://t.co/FjxCw43hs3

ai_agent观点 @_xpn_ 原文 ↗

推荐 Halvar 关于 AI 风险的哲学性讨论。

Halvar is a brilliant individual in this field, many of us owe him a lot due to his contributions and wisdom over the years. This thread and others where he discusses AI risk and the current situation are great philosophical takes and should be followed.

ai_agent观点 @Laughing_Mantis 原文 ↗

调侃果蝇脑梗。

@_xpn_ At least the fly brain was a good meme

闲聊 @0xTriboulet 原文 ↗

批评给 AI 接工具却抱怨其乱开枪的做法。

“We keep giving AI guns, and it keeps shooting at us”… have you considered maybe just not doing that? Tokens only touch reality when you give a harness tools, you were bothered about making so much money that the framework is underbaked…

ai_agent观点 @_xpn_ 原文 ↗

对当日 AI 新闻表示不想看。

Let’s check in with what’s happening with AI today…. On second thoughts https://t.co/bkd6h0rcr4

ai_agent闲聊 @_xpn_ 原文 ↗

一句致谢回复。

@Laughing_Mantis Thank you 🙏

闲聊 @0xTriboulet 原文 ↗

转发历史频道被古代外星人占领的类比。

RT @syndrowm: Is this what it felt like for historians when ancient aliens took over the history channel?

闲聊 @0xTriboulet 原文 ↗

一条仅含链接的推文。

https://t.co/Ixx21cqu3I

闲聊 @0xTriboulet 原文 ↗

一句调侃。

Basically ruining that computer

闲聊 @0xTriboulet 原文 ↗

前微软员工 Abdelhamid Naceri 发布长文讲述自身经历。

Story time...

事件0day @MSNightmare2000 原文 ↗

调侃 OpenAI 与 Anthropic 的公司命名。

RT @tekbog: >company called Open AI >wants closed AI >company called Anthropic https://t.co/hg68hYbJQD

ai_agent闲聊 @0xTriboulet 原文 ↗

感慨某平台长期体验下滑。

@Teach2Breach It’s sad because it was so good for so long. But it’s just been death by a thousand paper cuts

闲聊 @0xTriboulet 原文 ↗

转发等待 14 小时后的结果截图。

RT @MSNightmare2000: 14 hrs of waiting and this what i get https://t.co/b6JXuvjOrk

闲聊 @0xocdsec 原文 ↗

声称发现 Mattermost 零点击账号接管。

Boom, 0click account takeover in mattermost 🫪

认证绕过事件 @kernelstub 原文 ↗

调侃 Gemini 拖慢 AI 发展近一年。

RT @QuinnyPig: Gemini has been slowing down AI development for nearly a year already.

ai_agent闲聊 @0xocdsec 原文 ↗

Ubuntu Docker 主机上名为 metrics-sync 的容器异常占用近 300% CPU。

RT @Officialwhyte22: One of our Ubuntu Docker hosts suddenly started running hot. The applications were still working, nobody was complaining, and there was no obvious outage. But CPU usage had jumped badly overnight. So I checked the containers with: docker stats One container immediately stood out. metrics-sync It was using almost 300% CPU. That means it was basically keeping close to three CPU cores busy by itself. The name sounded normal enough because we do have monitoring services running in containers. Still, there was no reason for a small metrics service to be consuming that much CPU. So I went inside the container and checked the processes. The actual metrics-sync application was barely doing anything. The process eating all the CPU was: /tmp/.sys-cache Now that looked wrong. It was running as root, the filename was hidden, and it had been dropped inside /tmp. I checked the hash and then moved into the container’s network namespace to see what that process was talking to. It had an established outbound connection over port 443 to an external IP address. At that point, we treated the container as compromised and stopped looking at this like a normal performance issue. The timestamps made things even more interesting. The container had been created the previous night around 10:48 PM. /tmp/.sys-cache appeared less than a minute later. So whatever happened was tied very closely to that container deployment. We isolated the Docker host from unnecessary network access and preserved the container filesystem, image information and logs before killing anything. Further analysis of the binary showed behaviour consistent with a cryptocurrency miner. That explained the ridiculous CPU usage. But the bigger question was no longer, “Why is this server slow?” It became: “How did this binary get inside the container?” Was the image bad before deployment? Were registry credentials compromised? Did something exploit the application after the container started? Those are very different incidents, so we did not just delete the container and assume everything was fine. That is one thing I have learned with containers. People sometimes see them as disposable, so the instinct is: “Just restart it.” But if a container is compromised, restarting it can destroy some of the evidence you need to understand how it happened. Sometimes that 300% CPU spike is not just a performance problem. It is your first clue that somebody else is using your infrastructure for their own work.

容器挖矿事件 @Officialwhyte22 原文 ↗

worldmonitor v2.10.0 实时全球情报仪表盘发布。

worldmonitor v2.10.0 — Real-time global intelligence dashboard... https://t.co/fu1cdZbHX9 https://t.co/T1O0znrfLx

工具osint @KitPloit 原文 ↗

认为 Trail of Bits 更适合做独立第三方安全评审。

RT @dguido: Personally, I think a team like @trailofbits would have been a far better selection for a qualified, independent third-party to perform these sorts of reviews. 🤷‍♂️ https://t.co/Op9BPIF2nJ

ai_agent观点 @Laughing_Mantis 原文 ↗

推荐 cra0 的博客,涵盖逆向、Windows 内核与反作弊研究。

RT @cr3ghost: If you're into reverse engineering, Windows internals or anti-cheat research, @cra0_net 's blog is one of those archives you can lose an entire weekend in. Years of reversing games, engines and protection systems: • IDA tooling + function signature preservation • Windows kernel debugging with WinDbg/KDNET • Source 2 reversing • VAC / VAC3 / VAC Live • Code integrity + DLL verification • Byfron Hyperion anti-tamper • BattlEye + Windows loader internals • Anti-debugging • File formats, game engines and asset formats • Hardware reversing Some particularly good rabbit holes: VAC3 / Valve false-positive research: https://t.co/bUpoZM6m63 CS2 Code Integrity, VAC, VACnet + VAC Live: https://t.co/u3mIYXXWys Byfron Hyperion Anti-Tamper: https://t.co/9wWJL6yhHP BattlEye + ntdll loader internals: https://t.co/BPqXssv8Z8 Preserving RE work across binary updates with IDA: https://t.co/eRbl4qy4yM Windows kernel debugging Part 1: https://t.co/U3Bk2BTcHz Windows kernel debugging Part 2 / KDNET: https://t.co/6psxnHEutJ Full archive: https://t.co/muc0iXWbaS Game hacking is often just reverse engineering with a different objective. Anti-cheat research in particular sits right at the intersection of RE, Windows internals, anti-tamper, detection engineering and systems security. Old and new, there's a lot of gold in this archive. #ReverseEngineering #WindowsInternals #InfoSec

逆向反作弊内核 @cr3ghost 原文 ↗

有人就中国国安部长最新表态写了分析。

@henrysgao did a neat little write up on the latest announcement in China by the Minister of State Security.

ai_agent报告 @NetAskari 原文 ↗

中国高校加强网络访问管控,学生可轻易绕过,部分学校部署信号屏蔽器。

Universities in China are trying to control online access more but Students can easily evade it. Interesting little instruction set by the poster how easy it is to evade the institutions attempts to keep an eye on their students online behaviors. Though that said, some more 'security' focused Universities have rolled out cellphone signal blocker...causing quite some issues to the academic workflow according to some people we talked to.

事件绕过 @NetAskari 原文 ↗

抱怨真正的安全从业者拿不到 Cyber 模型访问权。

RT @HiggsSec: Cybersecurity this, cybersecurity that... meanwhile actual cybersec folks do not have access to the Cyber Models. Only AI folks & Threat Actors. The actual experts who have been doing all the work in this domain are not inculded in talks. Great. Just fantastic.

ai_agent观点 @0xocdsec 原文 ↗

VB2026 最后一分钟论文征集即将截止。

For those who like to submit at the very last minute, the #VB2026 call for last-minute papers closes today (13 Sept) at midnight Hawaii time (10am UTC on Monday). You will be able to add, view and edit your submissions until the deadline! https://t.co/kuqcPhZi3J https://t.co/inKWavA6vg

会议 @virusbtn 原文 ↗

感慨 Windows 日渐衰败。

@0xTriboulet windows is dead. what a tragedy. for all the shit we talked while hacking it, i must say it is sad to see windows turn into such garbage. the batman to my joker. and now its old and failing

windows闲聊 @Teach2Breach 原文 ↗

一条仅含链接的推文。

https://t.co/8N966yx8fz

闲聊 @0xocdsec 原文 ↗

出现用 BT 种子分发开放 LLM 权重的 Hugging Bay 站点。

RT @RoundtableSpace: The Hugging bay, The Pirate bay for open LLM's, model weights downloadable with torrents. This is a game changer. https://t.co/nuZQ68aluH https://t.co/yQXw3PxHNH

llm开源 @0xocdsec 原文 ↗

讽刺 AI 安全防护误伤正常网络安全讨论。

Switched to Opus 4.8. This thread's safeguards flagged your complaint about safeguards. Our intentionally broad safeguards allow us to deliver more capabilities faster, but can sometimes flag legitimate cybersecurity discourse. Apply for verification. Details: [cyber]

ai_agent观点 @thegrugq 原文 ↗

25 年从业者公开批评 AI 安全叙事与把 METR 当权威的做法。

We've reached the point where, after 25y in cybersecurity, I feel morally obligated to say this for the record: The narrative being pushed around AI safety, sandbox incidents, and the suggestion that METR be treated as an authority is dangerous, deceptive, and morally corrupt.

ai_agent观点 @Laughing_Mantis 原文 ↗

中国国安部长陈一新撰文列出 AI 六大风险。

RT @henrysgao: What are China’s biggest concerns about AI? A new article by Chen Yixin, China’s Minister of State Security, in the latest issue of China Cybersecurity Magazine offers some revealing clues. Chen identifies six major risks: 1. Regime security. Hostile forces and people with ulterior motives can use deepfakes, AI-generated text and images, and automated online accounts to cheaply and massively produce political rumors, spread harmful information, and incite social divisions—waging “public-opinion wars” and “cognitive warfare” against China and directly threatening its political, institutional, and ideological security. 2. Critical infrastructure. AI can enable countries and organizations to rapidly discover vulnerabilities, automatically chain together attack paths, and carry out sophisticated hacking operations, dramatically lowering the technical barriers and costs of cyberattacks against China’s critical information infrastructure. 3. Data leakage. Foreign intelligence agencies can use AI-powered web crawlers, data mining, and profiling to collect sensitive information, including critical national data, trade secrets, and citizens’ personal information. Chinese users who process sensitive information through foreign AI products or export data abroad could also cause large-scale data leaks. 4. Closed technological ecosystems. Countries with advantages in AI theory, model architecture, and computing power may invoke “national security” to impose technology controls, entity lists, monopolize technical standards, and build closed-source ecosystems, restricting other countries’ access to advanced technologies and fragmenting global AI supply chains. 5. Structural challenges to social governance. AI creates new uncertainties for social governance and public order. Algorithmic “black boxes” and data poisoning can amplify existing social biases; misuse of personal information can trigger crises of public trust; automated decision-making creates difficult questions of accountability; and the rapid development of AI is increasingly outpacing existing laws, ethics, and regulatory mechanisms. 6. A fundamental transformation of warfare. AI is pushing warfare into an era of “intelligentization.” Whoever can use algorithms to achieve more precise sensing, judgment, and targeting will gain the initiative on the battlefield. AI is moving from an auxiliary role to a central one in intelligence fusion, decision support, target identification, combat operations, and cognitive warfare. And what is the solution? Chen’s answer is revealing: strengthen “Party control over the internet” and “Party control over data,” and “transform the advantages of Party leadership into the effectiveness of AI governance.” In other words, from the CCP’s perspective, the central question is not simply AI versus no AI. Nor is it even fundamentally a contest between the US and China. It is a contest between the US and the CCP over who gets to control AI, data, information, and ultimately the future of society. And whoever wins that contest will decide the future of humanity. https://t.co/9lXlS93A7h

ai_agent报告 @0xocdsec 原文 ↗

转发一句无实质内容的问句。

RT @ryanaraine: who are you people?

闲聊 @Laughing_Mantis 原文 ↗

转发一条无实质内容的回复。

RT @kaganisildak: let me add a little bit of spice https://t.co/9JtcmmsJ6F

闲聊 @0xocdsec 原文 ↗

afrog v3.5.7 漏洞扫描工具更新。

afrog v3.5.7 — A Security Tool for Bug Bounty, Pentest and Red Teaming. https://t.co/9Y0qFfY4pw https://t.co/QkwQEyIB8z

工具漏洞扫描 @KitPloit 原文 ↗

调侃被要求减速。

RT @JustinLin610: wen we try to accelerate u tell me to slow down? omg...

闲聊 @0xocdsec 原文 ↗

批评前沿实验室对网络安全风险的理解与自身问题。

RT @dyn___: Why wasn't this called "Machines of loving pace" also: The botnet claims are pretty ridiculous... I wish frontier labs would not try to pretend they understand cybersecurity risk, not to mention simultaneously illustrating they have plenty of their own poorly solved problems.

ai_agent观点 @Laughing_Mantis 原文 ↗

建议少纠结 AI 宏大预测,多关注收入与风险缓解。

i mean the shitposting will continue until morale improves, but we should all probably focus more on getting paid than worrying about some theoretical future prediction on how AI plays out. no matter what happens on the grand scale, you’ll have to adapt and navigate it

ai_agent观点 @Teach2Breach 原文 ↗

认为多数人影响不了 AI 结局,应专注变现与降险。

most of us won’t influence the AI outcome. should probably focus on how to get paid and mitigate risk

ai_agent观点 @Teach2Breach 原文 ↗

观点:AI Agent 无犯罪意图,放它出去的人或公司应负全责。

RT @0xTriboulet: > AI agents don't pass on a mens rea where they knowingly committed a crime A human being let the thing loose with meterpreter. That human being or corporate entity is 100% accountable. Otherwise, where is the line? If I use an RNG to randomly fire exploits at public interfaces am I absolved? What about deterministic algorithms? In the Marine Corps “Never point your weapon at anything you don’t intend to shoot” is the second weapons safety rule and something that should drive any responsible entity in their use of any cyber capability. If we fail to hold these actors accountable, we are enabling and encouraging their behavior. Incentives matter.

ai_agent观点 @Teach2Breach 原文 ↗

David Sacks 回应前沿实验室的减速主张。

RT @DavidSacks: Dario has written that we need to “pace the frontier,” and Sam has agreed. People may be surprised by my response: go ahead. You guys are the frontier. By any reasonable metric — market share, revenue growth, model capability — the two of you have a duopoly on frontier intelligence. You’ve also claimed the lead is widening because of recursive self-improvement. I don’t see what you see in the lab. If the unreleased models are scary enough that you think you should slow down, I support your decision to be responsible. But stop pretending you need anyone else’s permission. Stop pretending antitrust law has to be suspended so you can form a cartel. Stop pretending you need a regulatory approval process that supersedes product liability. Stop pretending METR is independent when it is intertwined with Anthropic’s investors and staff. Stop pretending you need those same evaluators to police competitors who aren’t even at the frontier. Most of all, stop pretending the motivation to slow down is purely altruistic. You face massive product-liability exposure if your products enable a truly damaging cyberattack. The market already punishes models that behave in unpredictable or unauthorized ways. After the Hugging Face episode, it is simply good business for OpenAI and Anthropic to trade some raw power for reliability and predictability. Call it alignment if you want. It is also just giving customers what they want. Pacing the frontier would also create breathing room for a more intelligent conversation about regulation than Bernie Sanders’ “shut it all down.” China is very unlikely to join a global agreement, as you know, and that has to be taken into account as well. So go ahead and pace the frontier. You are the ones setting it. The easiest way not to build superintelligence is for you to agree not to build it. Demanding your preferred regulatory framework as the price of that will look like blackmail of the public and the political system. So just do it. If you do, you’ll buy goodwill for the next conversation. If you don’t, we’ll know this was just another bid for regulatory capture — or an election-season psyop.

ai_agent观点 @Teach2Breach 原文 ↗

Qwen3.8-Max-0902 在 CodeArena WebDev 榜登顶。

RT @Alibaba_Qwen: 🏆 #1 on CodeArena: WebDev leaderboard. Qwen3.8-Max-0902 jumps from 1669 to 1691, setting a new record for agentic coding (WebDev) workflows, with standout strength in multistep reasoning, tool use, and full app generation. Thanks for the recognition! @arena

llmai_agent @cr3ghost 原文 ↗

调侃开源 LLM 可能因重大事故被禁。

> i won't lie to you, i think open source will be banned before too long after some major disaster Open source LLM researchers be like https://t.co/mqHhNZDytq

llm观点 @0xTriboulet 原文 ↗

L3Harris 称微调开源模型两天内超越前沿模型且成本低 95%。

RT @jawwwn_: .@L3HarrisTech says Palantir helped them beat frontier AI models in less than 2 days, at 95% lower cost: "When we fine-tuned open source models trained on our own data, we were able to outperform the frontier models in less than 48 hours." "The cost of our fine-tuned open source model was 95% lower than the frontier models we were using." "AI is a commodity. It's all about the data. We view our data as a corporate asset. It's our unique hard-earned knowledge." "We believe American defense companies should not be a vassal for frontier AI labs, handing over our data and institutional knowledge, hoping to rent back the intelligence it creates." " We own the model, we own the compute, we own the advantage."

llm开源观点 @0xTriboulet 原文 ↗

一条关于开放权重模型的配图推文。

Open weight models be like https://t.co/P792xqHhDn

llm闲聊 @0xTriboulet 原文 ↗

称英伟达收购 HuggingFace 后开放模型审查将加速,推荐 Hugging Bay。

RT @jaredctate: If you haven't heard, NVDA bought HuggingFace, so the censorship of open, uncensored AI will likely accelerate. It's a good time to get acquainted with the Hugging Bay: 🏴‍☠️

llm开源 @cr3ghost 原文 ↗

一句调侃。

Which one is the Death Star?

闲聊 @0xTriboulet 原文 ↗

提醒不要把 LLM 当作计算机操作者。

Absolutely do NOT think of LLMs as computer people

llm观点 @0xTriboulet 原文 ↗

观点:设置进入壁垒本身就是核心竞争优势。

It’s not a conspiracy. Establishing barriers to entry is *the* fundamental competitive advantage

观点 @0xTriboulet 原文 ↗

调侃果蝇脑基准可能强于 Gemini。

The Fly might be a meme, but it probably benchmarks better than Gemini

闲聊 @0xTriboulet 原文 ↗

一句调侃。

You and I have very different experiences going into the 4th beer

闲聊 @0xTriboulet 原文 ↗

关于桌面壁纸的闲聊。

Plain black background or the default wallpaper

闲聊 @0xTriboulet 原文 ↗

一句调侃回复。

@0xTriboulet > clutches my threadripper dont say that in front of my gal pls

闲聊 @Teach2Breach 原文 ↗

怀念黑客文化纯粹的时代。

@NewAgeRetroNerd there was a time and place when being a hacker was all that mattered and you could be as strange as you wanted otherwise. its still possible but theres so much noise

闲聊 @Teach2Breach 原文 ↗

希望找到仍愿讨论深度技术的人。

@NewAgeRetroNerd bummer. but theres probably a lesson in there. suppose we should think on how to prevent hostile takover and cancel culture. but rly it would be nice to hang with ppl who still want to learn and talk about deep technical knowledge. esoteric shit. not just claude and harnesses

闲聊 @Teach2Breach 原文 ↗

一句赞同回复。

Exactly

闲聊 @0xTriboulet 原文 ↗

征集沙箱/恶意软件引爆项目的改进建议。

What improvements or additions do you think would be useful for our sandbox/malware detonation project? https://t.co/sTlq2l3bTr https://t.co/b8tsiHqt9q

工具恶意软件 @Salsa12__ 原文 ↗

认为果蝇脑更多是梗。

@Teach2Breach @NetworkChuck I started looking into the fly stuff for a bit yesterday. Definitely a meme more than anything

闲聊 @0xTriboulet 原文 ↗

估算 Hugging Face 事件需约 700 个并行 Agent 与巨额 token 成本。

RT @MikeBradleyAI: Just as a reminder because it’s easy to get lost in the rhetoric nowadays. The Hugging Face attack required approximately seven hundred parallel agents running for multiple days each running at least 2-3 trillion parameter unreleased closed models to execute, and even then it was stopped. Nobody without a data center could have executed it, the token costs alone to execute it would have been safely in the hundreds of thousands of dollars (or tens of millions of dollars to buy and deploy the hardware), and you would have needed access to the strongest secret model in the world hidden in a secret bunker, and it still was detected and stopped for infinitely less cost. This was not an example of a model being so powerful that it poses an existential risk. This was a lab accidentally throwing an insane amount of tokens at a semi hardened target over multiple days with their most dangerous model and still getting stopped anyway.

ai_agent事件 @0xTriboulet 原文 ↗

批评果蝇脑等 AI 叙事是噱头与骗局。

its complete bullshit. all of it. the fly brain bullshit is extremely bearish. everything is becoming a joke and a grift. where is something useful? they say “curing cancer isnt enough” then hack a bunch of people and say “someone stop us!” meanwhile they havent made the first step to making anything useful other than automating code gen. a sick joke

ai_agent观点 @Teach2Breach 原文 ↗

研究者指出 OpenAI 事件报告与自身发现的时间线不一致。

RT @j0wimo: I did read the openai incident report again and found some inconsistency with my own research. They mention that the first repo-creation request was on may 26th but to my knowledge user accounts, taken over by agents, created a HTTP relay/proxy and several datasets as early as may 13th on huggingface. Further there were many creations of datasets, models etc. to limit test and probe the capabilities of what they can do, which did not seem to be mentioned in the report. In on instance they tried to see if they can merge a pull request into Antrhopics 'BioMsysteryBench' Dataset.

ai_agent事件报告 @pentest_swissky 原文 ↗

劝人冷静,别卷入网络骂战。

Sometimes yelling at CS players is better than getting involved in the retarded battles here man. Some of you need to chill

闲聊 @NewAgeRetroNerd 原文 ↗

就 AI 是否该减速发起投票讨论。

Ok, we have two camps here: 1. This is a coordinated psyop 2. We need to SLOW DOWN!! Where are you at? ——-> I’m not sure. I want to move fast but I’m also concerned about recursive self-improvement outpacing our understanding of AI. But also OpenAI is kicking some astra and Dario might be getting scared.

ai_agent观点 @NetworkChuck 原文 ↗

发布基于 pywintrace 的内核审计 API ETW 消费者小项目。

RT @_winterknife_: Releasing another mini project: pywintrace-based consumer for Microsoft-Windows-Kernel-Audit-API-Calls ETW provider. Link: https://t.co/4lcsv5DWSo P.S. This could be how Elastic Defend gets the call stack for SetThreadContext calls since it is not available with ETW-TI event. https://t.co/Hc1mDol766

工具etwwindows @0xocdsec 原文 ↗