Protecting teams from AI-native social engineering attacks. Built by @Quantstamp.

Joined April 2026
Common Defense retweeted
SCOOP: Major U.S. banks are detecting unauthorized third-party AI agents inside customer accounts, including some attempting to take actions that appear to be independent of user instructions, sources told Axios. The findings have alarmed banking executives, who are racing to restrict access to their systems as AI moves at a velocity faster than financial institutions can respond, multiple industry and bank executives told Axios. Several banks are now preparing for worst-case and even “day after” scenarios, including how to rapidly secure or restore customer accounts if things go wrong, the people said. Several bank executives told Axios they're struggling to distinguish between human users and AI agents. One executive said banks also struggle to determine whether agents are authorized by customers or potentially operating without their permission, more akin to rogue agent behavior. Read my latest for Axios here: axios.com/2026/10/22/ai-agen…
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Common Defense retweeted
Goodnight (tomorrow will be worse)
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Common Defense retweeted
if you want to know the type of stuff we're dealing with here's an example the link is a planetscale oauth flow set to send credentials to an attacker we're seeing hundreds of completely different attempts every day
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Common Defense retweeted
I don't recommend anyone scramble to move their funds to new wallets today. But we should take the risks to cryptography from AI-accelerated math seriously, and minimize our exposure to not just quantum-vulnerable cryptography, but also potentially AI-vulnerable cryptography. The core new area of risk from this viewpoint is, unfortunately, ML-DSA / FHE / lattices. (and it's also another reason, along with quantum, why ECDSA might fall even faster than expected, hence the "fresh address" recommendation) So far most people have been in the mode of thinking "elliptic curves broken, hashes safe, lattices safe". But there is a good chance that the concrete security of lattices will take serious hits from the next two years of AI math. The basic threat model is: factoring is something that naively takes 2^(n/2) time, but over decades smart people have found and optimized number field sieves, and degraded that to 2^O(n^(1/3)), which is why RSA keys and signatures need to be ~400 bytes (and not 64 bytes). What if there are skeletons in the closet like that, both for elliptic curves and lattices, that we are simply not smart enough to discover - but bots soon will be? This is a major part of the reason why for the past year ethereum's lean roadmap has been going in the "hash-only" direction: no lattices, no ML-DSA, no Falcon, no lattice-based commitments inside ZK proofs, etc. Signatures in lean ethereum are all hash-based, either WOTS or SPHINCS-. For signatures and proofs, we already know how to go hash-only. The bigger challenge is for *public-key encryption* - and this goes far beyond blockchains. Secure communication, anonymizing protocols, lots of things need public-key encryption. And unfortunately there are long-standing mathematical theorems showing why public-key encryption cannot be done with hashes alone. You have to have some kind of trapdoor object that has at least one form of usable "structure" - either group theory (incl. isogenies) or lattices or code-based or potentially in the future even more newfangled and spooky things (local mixing?). But for anything that has structure, you should assume that AI will make at least some progress in breaking that structure. Here, one reasonable inference is that if you want to make something plausibly long-term secure, multiply the key sizes by 10. To me that's a very plausible world and something not at all extreme to predict. If AI will bring us 50 years of math in 2 years, then that 50 years of math may very plausibly include a "naive factoring -> GNFS" level of improvement to our ability to break lattices. In that world, lattices will still exist, but they will have to be significantly bigger to guarantee the same level of safety. And at those new larger sizes, hash-based constructions will beat lattice-based constructions on concrete efficiency in every use case where hash-based constructions are possible at all. Theoretically, of course it's possible that hashes are broken too (eg. P = NP would imply that). But I think P = NP is very unlikely. And intuitively, it's much more likely that a mathematical object has exactly no exploitable structure (like hashes are intended to), than that a mathematical object has exactly ~3 forms of exploitable structure (for elliptic curves: associativity, Schoof, pairings) and not some secret fourth form of structure we have not yet discovered that greatly degrades its security (for elliptic curves, ECDLP and pairing security). Similar for LWE, SVP, RLWE and the zoo of lattice problems. For this reason, we do not yet see any reason to worry and start padding the byte size of hashes (if we start to worry more, we would pad the round count first before doing anything to the byte size). Concrete TLDR, my own personal views: * Hash-based > lattice-based, in those situations where hash-based is possible at all * For anything lattice-based, be much more paranoid on param sizes. Remember that blockchains are only a small portion of the cryptography story; this point goes far beyond blockchains and applies to eg. access to websites, secure messaging, Tor / VPNs ... * For privacy protocols, strongly favor NOT putting encrypted notes onchain. Instead, send them offchain through some third-party mechanism. * If it's not difficult for you, keeping your funds in addresses which have not yet been used to make a transaction is a good idea. If it's easy for you, do it. **But be careful about migrations; I personally have lost more money in botched migrations than I have lost in all hacks combined**. * For multisig wallets, doing confirmations offchain is better than onchain, because this way the signatures of signer wallets do not get exposed to the public, so if ECDSA falls to AI much faster than expected, at least the multisig "gracefully degrades" to a 1-of-1 where the 1 is whoever was gathering the signatures - a much better place to be than "anyone can take the money" firefly.social/post/x/210783…
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Common Defense retweeted
Today I call upon the blockchain industry to calmly begin planning for "bunker mode". My personal recommendation is to set in motion a controlled mass migration of assets to fresh addresses, i.e. addresses whose pubkeys remain hidden behind a hash. Holders, starting with large and sophisticated ones, should consider moving the bulk of their funds to addresses that have never signed a transaction. And when they do sign one, they should also move remaining funds to a new address (possibly generated from the same seed phrase). Don't rush. While I believe there is cause for action a rushed migration would do more harm than good. Don't panic either. Moving assets to protected addresses is a simple, preventative step which does not require new cryptography or new wallets. IMO it is now reasonable to brace for the possibility that ECDSA breaks before qday, in the worst case in months not years. By "break" I mean fast private key recovery (e.g. in one week) on available hardware (e.g. a large GPU cluster). Recent days have been humbling for human mathematical intuition. Long-held, unquestioned hypotheses have fallen. This includes the n log(n) bound for integer multiplication and the 3SUM conjecture. In hindsight, May's unexpected disproof of the Erdős unit distance conjecture was our warning shot. Yesterday's OpenAI drop made it clear that mathematical superintelligence is upon us. They say there are weeks where decades happen. We are about to live through weeks where centuries of mathematical progress happen. Could our magic 64-byte ECDSA signatures be too good to be true? Was it just security through obscurity all this time? Elliptic curves feel especially vulnerable to superintelligence. Curves carry rich structure, with room for fancy tricks like Schoof, Frobenius, pairings. (By contrast, hashes are designed to minimise algebraic structure.) Separately, as Ewin Tang can attest, an efficient quantum algorithm sometimes foreshadows an efficient classical one. We should be open to the possibility of a classical counterpart to Shor that breaks elliptic curves and RSA at once. Also noteworthy is the striking under-representation of cryptographic breakthroughs among the 722 mathematical results OpenAI published. I've witnessed first-hand the US government censoring academic quantum cryptanalysis results. Backroom interventionism is my base case. I urge large, sophisticated actors to lead by example. Project11's "risq list" (bitcoin-risq-list.projecteleven[.]com) is a great tracker of exposed BTC pubkeys. Binance, Bitbank, Robinhood, Bitfinex, and Tether have an opportunity to harden their cold storage. Next month I'll address institutions in London in a live Q&A (forum.ethereuminstitutional[.]org/london-2026). Again, please do not rush. Wallets holding under 50 BTC enjoy partial cover from "Satoshi's shield", i.e. his 20K exposed addresses that hold 50 BTC each. Load-bearing signers like oracles and L2 security councils should consider rotating ECDSA pubkeys with every signed message and/or multi-signing with a hash-based schemes like SPHINCS. Exiting bunker mode safely will require post-AI cryptography. My inclination is to go all-in on hash-based cryptography and avoid structured mathematical assumptions entirely, whether from curves, lattices, or isogenies. A single battle-tested hash (e.g. from the SHA or BLAKE families) yields plausible post-AI security. The Ethereum roadmap on strawmap[.]org fully embraces hash-based cryptography with end-to-end formal verification as a response to the quantum threat. Those timelines must now be revisited and accelerated in light of mathematical superintelligence. I'll be pushing for maximum defensive acceleration.
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Common Defense retweeted
We’re expanding our Cyber Verification Program to give security professionals broader access to our most capable models. Through this program, verified security professionals can access Claude Mythos 5.1, Opus 5.5, and Sonnet 5.5 with safeguards designed for defensive work. We’re also opening up new tiers to allow for authorized offensive work, like penetration testing and red-teaming. anthropic.com/news/cyber-ver…
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Common Defense retweeted
1/ How I infiltrated a Chinese organized crime syndicate that has laundered $1B+ across multiple exploits for Lazarus Group. Posing as a client, I gathered intel that helped action freezes for the Feb 2025 Bybit exploit and attribute illicit activity onchain.
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Common Defense retweeted
Common Defense is going to @token2049 Singapore. We're co-hosting an event with our friends at @Quantstamp @HypernativeLabs @Lukka and @Cloudflare. Meet the team by registering for our event below!
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Common Defense retweeted
"Several vulnerabilities" in the Linux kernel lwn.net/Articles/1097401/
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Common Defense retweeted
Thank you to everyone who joined us at Security Night in Seoul with @Zircuit and @CommonDefenseAI! It was great to meet so many builders during Korea Blockchain Week and hear what you're shipping next~ we hope you left with good conversations and some swag 😎
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Common Defense retweeted
[SECURITY NOTICE] Bitget Hot Wallet Incident — September 24, 2026 At 18:31 UTC on September 24, 2026, Bitget's security systems detected unauthorized transfers from some of our hot wallets. Our security team activated emergency response protocols immediately. What we have confirmed: -Estimated funds affected: approximately $351.6 million -Cold wallets remain fully secure. Bitget operates a three-tier wallet architecture — the breach contained only a portion of the hot wallet and warm wallet layers. -User funds are safe. The full amount of this loss falls within the coverage of Bitget's User Protection Fund, which currently holds over $464 million Actions we have taken: -Emergency response team activated within minutes of detection -Abnormal transfer addresses identified, flagged, and reported -Withdrawals temporarily suspended as a precautionary measure, pending security review -Law enforcement and on-chain security firms have been formally notified and are engaged What this means for you: -Your account balances are accurate and your assets are protected -Deposits and trading remain fully operational Withdrawals are temporarily paused and will be restored as soon as the security review is complete -What comes next: We will provide updates on an hourly basis across this channel and all official platforms. A full incident report — including root cause analysis and corrective actions — will be published within 24 hours. We will not speculate on the attack vector until the investigation is complete. Bitget has navigated multiple market cycles. We will not run from this. Every dollar and every decision will be accounted for, transparently and in full. Updates will be posted here and across all official Bitget channels as they become available. — Gracy Chen, CEO, Bitget
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Common Defense retweeted
Bitget Wallets Suspected of Security Breach, Over $170M in Assets Moved and Swapped to ETH Breaking: MLM monitoring indicates that Bitget may be experiencing an ongoing wallet security incident, with three hot wallets and one cold wallet suspected to have been compromised. More than $170 million worth of assets have reportedly been moved out and swapped into ETH, with activity linked to 0x770b10b273fC44Fe9197D6bF20F145c2e98463Ee. The affected wallets are said to still hold about $530 million in assets. The attack vector and total losses remain unconfirmed, and Bitget has not yet publicly responded.
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Common Defense retweeted
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x cheaper (w/ output tokens free) • Frontier composable intelligence optimized for decisions AFAICT the shortest path to AI-based economic revolution
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Common Defense retweeted
How to check whether you were affected in Revolut’s blunder in handing over customer passports, driver’s licences, addresses, phone numbers etc In-app: —> Account (top left of screen) —> Chats
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Common Defense retweeted
AI has made scams cheaper, faster, and more convincing. How should the defense stack change? Alex Murashkin from @CommonDefenseAI is joining ETHTaipei 2026. His work spans operational and smart contract security, with experience across bridges, L2 systems, and the infrastructure surrounding them. In “Trust No Message: Scam Detection and Defense in the Age of AI,” Alex will break scam defense into two lines: catching malicious messages at the communication layer, and hardening the host so that anything slipping through can do less damage. From rules and safe-sender lists to lightweight ML and AI for harder cases, the talk looks at how layered defenses can help Web3 teams respond as scams become easier to produce at scale. Sep 13 · 11:00–11:30 · Genesis Stage Explore ETHTaipei 2026: ethtaipei.org/ Join us in Taipei: luma.com/8z5ys4rl
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Common Defense retweeted
🚨 ALERT: Moonwell suffered an $8.7M exploit on Base, per PeckShield.
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Common Defense retweeted
On August 22 an attacker exploited a vulnerability in the Cosmos EVM precompile layer and drained a single account on TAC. We halted the chain at block 24,671,475 to stop it. The defect is not in TAC-specific code. It sits in the shared Cosmos EVM module, and several other chains running that module were hit by the same class of attack within a day. This was a drain, not a mint. No tokens were created and total supply is unchanged: 2,985,651,403 TAC was moved from one account to another. Only $TAC was affected, and all other assets on TAC are intact. We are finalising the technical post-mortem and the relaunch plan, and expect to publish both tomorrow. The plan is built to normalize $TAC balances and include all the necessary Cosmos fixes to safely restore the network. We are working with SEAL 911 and with exchanges on the funds that moved. Updates come only from @TacBuild and our official Telegram channel.
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Common Defense retweeted
A recruiter offered me $218k to $245k a year yesterday. Halfway through the interview he asked me to clone a repo and run it on my machine. It was malware. Here is how three minutes of paranoia saved my crypto wallet.
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