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RedTeam

@_redteam_

https://t.co/rCq2gnvYUl Improving internet security through bittensor

Katılım Aralık 2024
28 Takip Edilen1.9K Takipçiler
RedTeam
RedTeam@_redteam_·
Miner burn has been completely removed from SN61. Miner emissions now flow to miners in full. The intelligence coming out of this subnet has been quietly making its way into enterprise infrastructure at a rapid rate. Big news coming soon.
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RedTeam
RedTeam@_redteam_·
704k alpha perpetually locked via conviction on SN61 with 90% of all future emissions committed. The most of any subnet in the last 30 days.
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RedTeam
RedTeam@_redteam_·
Every month for eleven months, we tested every major bot detection vendor against a continuously growing set of real attacks and measured each one's true detection rate. The attacks came from two sources, miners who competed in RedTeam's humanize_behaviour challenges to generate human-like bot behaviour, and attacks built in-house by our team. Over this period, the average detection rate among these vendors decayed from 59% to 14.6%. Even the market leaders dropped by over 50%. Meanwhile, our detection rate jumped from 74.3% to 99.5%. The attacks these vendors failed against in testing are the same ones we find sitting in live traffic when clients switch to us from these providers. Our miners aggregate methods used by the most dangerous fraud operations on the internet and continuously sharpen them with techniques of their own. The reason we can compound against these frontier attacks while other vendors degrade is that every attack is instantly reverse-engineered and folded back into the system. Next month, we release the immune system alongside our new bot virus challenge. It's exactly what the name suggests, an evolving system that keeps improving while the market around it degrades, and one built to generate and neutralise attacks that don't yet exist anywhere in the wild. We believe that as AI continues to advance, this is the only defense structure that survives. Stay tuned.
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RedTeam
RedTeam@_redteam_·
Attackers don't just automate browsers anymore. They run anti-detect browsers, spoofing and obfuscating every signal a fingerprint is built from. Our job is to fingerprint the device anyway. Network packets are a layer that obfuscation often cannot reach. Once a request leaves the device, the packets are what they are. FlowPrint v1 goes live today. It classifies the device operating system (Android, iOS, Windows, Linux, Chromium OS, macOS) from flow features alone. You can rewrite the user agent. You can't rewrite the packets. Three challenges now live on SN61, each hardening different layers of our products: ab_sniffer_v6: detecting automation and anti-detect tooling flowprint_v1: OS classification from network flows flowradar_v2: VPN detection from network flows
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RedTeam
RedTeam@_redteam_·
True identity behind every alias. RedTeam/Innerworks anchors identity to the device, past every fresh wallet, account, or browser they spin up. Live across every client: fraud, multi-account abuse, and tracking sanctioned actors across burner identities. Observed on a single client platform: 1 in 5 requests originated from a single device. A pattern that recurs across deployments at varying severity Shipping out of Subnet 61.
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RedTeam@_redteam_·
Geolocation Intelligence: resolving where a user actually is, even behind a VPN or residential proxy. Live across every Innerworks client today: compliance for regulated finance, and detection of sanctioned actors. Used alongside lead investigators on the $1.5bn Bybit incident. Real intelligence shipping out of SN61.
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RedTeam@_redteam_·
Subnet 61, last twelve months. 4,264 commits. 2.7M+ lines changed. 43 new repos, 57 total. 14 unique challenges shipped, all advancing research across our three product lines. Next: three posts, each detailing what these products are solving for enterprise clients.
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Jejinho
Jejinho@Jejinho_crypto·
@_redteam_ Hi guys, nice to see some updates, actually discovered what's being built behind this subnet thanks to this post ! Do you plan to be more active among social medias, to update more regularly ? Could make big difference imo
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RedTeam
RedTeam@_redteam_·
We have now passed eleven weeks of token buy-back. #SN61 outputs now serve over 125 million DAU across our client base, through innerworks.me. We actively seeing a changing of the guard within cybersecurity. 1inch.com is the first of many we can publicly name. 150 TAO routed into emissions to date, and growing.
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slim yooτang
slim yooτang@mdrouhaha·
@_redteam_ nice, appreciate the update. would love to see non-technical updates too (e.g. re: commercial adoption, enterprise clients, etc) for the average dtao investor!
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RedTeam
RedTeam@_redteam_·
FlowRadar: two weeks in production. The challenge: detect VPN providers from raw network-flow features alone - no payload inspection, just signal in the wire. Top miners now landing > 0.9 F1. To continue driving growth in the challenge, we are now shipping our production-grade dataset to all miners - mirrors real live traffic. → docs.theredteam.io/latest/challen…
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RedTeam@_redteam_·
@TAO_Talks @VictorVL_EN Yes our buybacks have been at 2 TAO / day for the last ~11 weeks Thats 150 TAO w/ no owner sell...
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Discover Bittensor
Discover Bittensor@TAO_Talks·
@VictorVL_EN Example: @_redteam_ does daily 1 TAO buybacks I believe of their subnet token, is linked to an existing revenue generating company, yet has a price <0.004 TAO. In the top 20 there are many subnets with either no revenue or little revenue with prices multiple times higher...
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Victor VL
Victor VL@VictorVL_EN·
Everybody wants $TAO to 5x But I feel like nobody is talking about the fact that if $TAO does a 5x, staking into subnets becomes a LOT less interesting ➤ Subnet market caps are correlated to TAO, so they would 5x too if that happened, which would instantly make them less attractive investments and make them feel less undervalued ➤ Also if $TAO performs that well, most people will start asking themselves: what’s the point of holding subnets, aka the higher-risk assets, if the mother coin is outperforming them? So if $TAO pumps hard, I think some (or most) subnets could actually end up dumping pretty hard against it Genuinely curious to hear what the community thinks about this
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RedTeam
RedTeam@_redteam_·
@TAOTemplar Some stats on our activity this past month. SN61 has shipped every week since launch.
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τao τemplar
τao τemplar@TAOTemplar·
Nearly 50% of subnets haven't made a codeline update in the last 30 days. Which means one of 3 things 1. They have a perfect incentive mechanism (lol) 2. They don't know how to update their repository on-chain (btcli subnets set-identity) 3. Inactive Don't be exit liquidity
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RedTeam
RedTeam@_redteam_·
From live integrations, we've seen bot traffic exceed 90% on some of the most active crypto platforms online. Once you start observing how much online activity is automation, and how much of the apparent human remainder is actually a small subset of operators (tens of thousands of wallets run from single devices), the gap cybersecurity has to close becomes obvious.
Andy ττ@bittingthembits

🚨 $TAO's SN61 RedTeam is the real deal. Cybersecurity is a $200B+ industry. Bot detection alone is massive. Roughly 51–53% of all web traffic is generated by automated bots. They have supply demand economics applied to decentralized compute. First time anyone's done this on Bittensor. "Human activity has quickly become the minority of online interactions. Existing detection solutions struggle to keep pace." 🖱Current challenge: Human mouse movement imitation. Miners compete to generate mouse movements that are different from real humans. Validators score based on: ▫️Probability is human (vs bot) ▫️Distance from previous solutions (diversity bonus) Why? ▫️Every exchange needs bot detection ▫️Every DeFi protocol needs Sybil resistance ▫️Every airdrop gets farmed by bots ▫️Every governance vote gets manipulated The economic design is continuous pressure to improve. Can't submit once and ride emissions. Must stay sharp or get replaced. They just shipped real infrastructure: • Multi-signal UID linking (IP + coldkey + DockerHub) • 4-stage anti-gaming pipeline • Decay mechanism forcing continuous improvement • True marketplace (blockmachine pricing) • USDC payment rails for AI agents You can't game this by tweaking variable names or adding comments. The system tracks execution behavior, not just code similarity. The dashboard tells the truth: • 1,110 submissions, elite 7% success rate • 162 miners competing The challenge is hard. Most miners are getting filtered out. The ones winning have real expertise. Only 12 miners (out of 162) have non-zero incentives. That's a 7% success rate. That's exactly what you want from a cybersecurity competition, high barriers, elite participants, a proven solution. The killer feature? Blockmachine decentralized RPC with USDC payments and open marketplace pricing. MINERS change that price in real time based on: • How much demand there is right now • What their actual costs. • What other miners are charging. First true supply-and-demand marketplace inside any Bittensor subnet. The network literally self-tunes toward the best combination of speed + price + honesty with zero central control. Two layers of competition at the same time: ▫️Incentive layer (the subnet scores this) Quality of responses, Uptime Verification pass-rate. This determines how much subnet emission (TAO/alpha) the miner earns. ▫️Open market layer (pure price) Users (validators, AI agents, developers) just pick the cheapest reliable node that meets their needs. This is the foundation for a permissionless cyber security bounty system crypto actually needs. Technically excellent. Waiting for the first big customer announcement to go nuclear. $TAO DYOR

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RedTeam
RedTeam@_redteam_·
UID linking: what it is and why it's good for the subnet. Every ~20 minutes, the subnet groups UIDs sharing the same IP, coldkey, or DockerHub account into one identity. Here's why that matters: ✦ Fair rewards – emissions go to real independent operators, not whoever registered the most slots ✦ No bans – just grouping. Fix your setup, and you're independent again instantly ✦ Always current – recomputed fresh every round, no cached judgments ✦ Real competition – infrastructure quality wins, not account count The strongest miners rise. Not the most creative registrants. For more information, visit: blog.theredteam.io/latest/blog/po…
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RedTeam@_redteam_·
We're reworking how submissions are compared on the RedTeam subnet. Moving from a single similarity threshold to a 4-stage pipeline: metadata extraction → score progression gate → static dedup → metadata-enriched validation. Fairer emissions. Harder to game. Details below: blog.theredteam.io/latest/announc…
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