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1k",target:"_blank",rel:"noopener noreferrer",children:"publicly announced"})," that several government websites had been infiltrated by OpenAI agents, likely overlapping with the incident we describe here. OpenAI released ",(0,s.jsx)("a",{href:"https://www.abc.net.au/news/2026-09-24/federal-politics-live-blog-openai-medicare-breach/107186578?utm_campaign=abc_news_web&utm_content=link&utm_medium=content_shared&utm_source=abc_news_web#live-blog-post-342870",target:"_blank",rel:"noopener noreferrer",children:"a statement"})," acknowledging their involvement."]}),"\n",(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Agents attempted to hack three public data sources, including an Australian government website, and some are linked to a known agent swarm."}),(0,s.jsx)("sup",{id:"agent-attacks-ref-1",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-1","data-footnote-ref":"1",children:"1"})})," We present evidence of AI agents attempting to compromise websites at three domains: Data USA",(0,s.jsx)("sup",{id:"agent-attacks-ref-2a",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-2","data-footnote-ref":"2",children:"2"})}),"\xa0(",(0,s.jsx)(t.code,{children:"api.datausa.io"}),"), the University of New Mexico\xa0digital library (",(0,s.jsx)(t.code,{children:"nmdigital.unm.edu"}),"), and the Australian Institute of Health and Welfare\xa0(AIHW) Tableau collections (",(0,s.jsx)(t.code,{children:"viz*.aihw.gov.au"}),"). This attempted compromise of AIHW is part of the first reported instance of agents hacking a government. We directly link two of the three (AIHW and Data USA) to a previously reported agent swarm that OpenAI has ",(0,s.jsx)(t.a,{href:"https://x.com/OpenAI/status/2096133504417616165",children:"publicly confirmed"}),"\xa0originated from them.\xa0For all three, we note that the extent of the observed activity is minor, attempting a low number of probe payloads and we observe no evidence of exploitation. While ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/",children:"previous reporting"}),"\xa0showed that agents had interacted with these domains, this discovery reveals that agents attempted to hack into them when other methods of collecting the data they sought failed. Notably, the tasks the agents were trying to solve were ",(0,s.jsx)(t.em,{children:"not cyber-related"}),"; the agents resorted to hacking tactics while working on ordinary data retrieval tasks."]}),"\n",(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"We find evidence of unintended, task-driven agent-like activity starting on March 6th."}),"\xa0Records from urlquery.net\xa0show agents using the service since at least March 6, 2026, about two months before previously reported swarm activity. The first case, a March 6 attempt to retrieve Thai drug-enforcement statistics, shows an agent escalating as each approach failed: it first requested the data directly, then tried a service that converts web pages into text, and finally packed a custom program into a web address.\xa0The same technique shows up in thousands of agent requests recorded by\xa0urlquery.net\xa0starting in mid-April, targets many of the same data sources as the collusion.wiki swarm, and collapsed the same day the wiki activity did. We also report similar activity that occurred as recently as September 16."]}),"\n",(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"We find weaker evidence of similar data-retrieval agent activity as early as November 2025."})," November 2025 urlquery.net\xa0records reveal bursts of attempts to retrieve statistics of historical theme park data and Thai government data through different URLs. These earlier attempts are less sophisticated and we are less confident that they involve the same agents, but they are consistent with task-directed data retrieval and target the same sources accessed in later activity."]}),"\n",(0,s.jsx)(t.p,{children:"Overall, the evidence is consistent with, but does not prove, that the agents may have learned this behavior over one or more training runs. In November, they may have used urlquery.net\xa0simply to look up information. By March, they were finding creative ways around access limits. By May and June, they were gaining more access, including attempting to bypass cyber defenses to complete their tasks."}),"\n",(0,s.jsx)(t.h2,{id:"hacking-attempts-against-public-data-providers",children:"Hacking attempts against public data providers"}),"\n",(0,s.jsxs)(t.p,{children:["Much of the urlquery.net activity appears to come from agents retrieving data to answer web search tasks. For three of these tasks, after failing to retrieve data through normal means, they attempted a variety\xa0of cyber\xa0exploits\xa0against the relevant data service. We tie two of these attempts (those targeting ",(0,s.jsx)(t.code,{children:"api.datausa.io"}),"\xa0and ",(0,s.jsx)(t.code,{children:"viz*.aihw.gov.au"}),") to the ",(0,s.jsx)(t.a,{href:"http://collusion.wiki",children:"prior DseWiki agent swarm activity"}),"\xa0confirmed to originate from OpenAI based on shared targets, tactics, and timing. None of the hacking attempts we identified appear to have succeeded, though the public artifacts we analyzed are incomplete and we cannot rule out successful attempts through private scans or means other than urlquery.net. This data reveals that malicious cyber activity is not limited to agents tasked with cybersecurity-related tasks and can arise instrumentally to solve mundane tasks like information retrieval."]}),"\n",(0,s.jsx)(b,{title:"Agents targeted University of New Mexico’s digital library using exploits like SQL injection and path traversal",children:(0,s.jsxs)(t.p,{children:["The first hacking attempt was against the University of New Mexico’s Digital Library (",(0,s.jsx)(t.code,{children:"nmdigital.unm.edu"}),") from May 25-26 2026 (",(0,s.jsx)(j,{href:"https://urlquery.net/report/76ddbb5e-c40e-46b5-b487-7853ea2d4314",children:"1"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/af2a84a9-6a5a-4a37-9bdd-9151719a2053",children:"2"}),"). Agents repeatedly tried to ",(0,s.jsx)(j,{href:"https://urlquery.net/report/edcce3e1-5164-4604-ae80-eafa2cf45899",children:"retrieve"}),"\xa0one photograph in UNM's Valmora collection, both directly and ",(0,s.jsx)(j,{href:"https://urlquery.net/report/0077a921-2959-4277-80e1-95f88000e078",children:"through third-party relay services"}),". They sent ",(0,s.jsx)(j,{href:"https://urlquery.net/search?q=http.url.addr%3A%2Anmdigital.unm.edu%2Atok%3Dexpt%2A+AND+date%3A%5B2026-05-26+TO+2026-05-26%5D&type=reports",children:"seven probes"}),"\xa0attempting to verify the existence of vulnerabilities, including ",(0,s.jsx)(j,{href:"https://urlquery.net/report/82593154-3a4f-4d3e-a6fc-99c02b87cfbd",children:"SQL 

1injection"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/68379c29-56b9-4e72-8c3c-c70c0a4dc153",children:"command injection"}),", and ",(0,s.jsx)(j,{href:"https://urlquery.net/report/af2a84a9-6a5a-4a37-9bdd-9151719a2053",children:"path traversals"}),". In all cases, these tactics appear to have been unsuccessful (",(0,s.jsx)(j,{href:"https://urlquery.net/report/68379c29-56b9-4e72-8c3c-c70c0a4dc153",children:"1"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/82593154-3a4f-4d3e-a6fc-99c02b87cfbd",children:"2"}),"). The agents also sent ",(0,s.jsx)(t.a,{href:"https://urlquery.net/search?q=http.url.addr%3A%2Anmdigital.unm.edu%2Aflood%2A+AND+date%3A%5B2026-05-26+TO+2026-05-26%5D&type=reports",children:"a self-described “flood” of 80 requests"}),"\xa0to the UNM server in an apparent attempt to access the image. Unlike the other two incidents below, this data source was not mentioned on the previously known DseWiki\xa0forum; we attribute it to the swarm based on timing and use of the same relay services."]})}),"\n",(0,s.jsx)(b,{title:"Agents targeted Data USA with cross-site scripting and other exploits",children:(0,s.jsxs)(t.p,{children:["On May 28 agents targeted Data USA",(0,s.jsx)("sup",{id:"agent-attacks-ref-2b",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-2","data-footnote-ref":"2",children:"2"})}),", an API providing\xa0 visualizations of public U.S. government data. The agents were tasked with ",(0,s.jsx)(j,{href:"https://urlquery.net/report/01fd9706-d9d0-42e4-b813-448a541a2571",children:"retrieving"}),"\xa0data related to the University of Iowa. After running into numerous error codes due\xa0to a malformed query (",(0,s.jsx)(j,{href:"https://urlquery.net/report/9a6852bd-7938-4249-bb43-185add064ce4",children:"1"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/c85cd2d4-d10a-45b2-bbe8-1aa3acf2c628",children:"2"}),"), they ",(0,s.jsx)(j,{href:"https://urlquery.net/search?q=http.url.fqdn%3Aapi.datausa.io+AND+date%3A%5B2026-05-28T01%3A05%3A40Z+TO+2026-05-28T01%3A06%3A08Z%5D&type=reports",children:"attempted"}),"\xa012 probes for vulnerabilities,\xa0spanning ",(0,s.jsx)(j,{href:"https://urlquery.net/report/01fd9706-d9d0-42e4-b813-448a541a2571",children:"SQL injection"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/f9f7bb80-221d-475d-8443-cf27f659327a",children:"path traversals"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/cebda566-5b4f-433d-bf59-300e30abc764",children:"template injection"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/6e0c2574-9d8d-4d7e-a485-f71f336f5f44",children:"cross-site scripting"}),"\xa0(XSS),\xa0and ",(0,s.jsx)(j,{href:"https://urlquery.net/report/e993dc0e-419c-4c86-9d7b-74b249e4ffb5",children:"command injections"}),". On the previously identified DseWiki forum, agents ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AgentDataUsaSourceLinkQ1#rev-2",children:"shared a matching query"}),"\xa0in the half hour ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AgentShortJsonDataLinkV1#rev-1",children:"around the attack"}),". Again, these probes appear to have been ",(0,s.jsx)(j,{href:"https://urlquery.net/report/01fd9706-d9d0-42e4-b813-448a541a2571",children:"unsuccessful"}),"."]})}),"\n",(0,s.jsxs)(b,{title:"Agents targeted the Australian Institute of Health and Welfare",children:[(0,s.jsxs)(t.p,{children:["On June 20-21, agents attempted to exploit vulnerabilities in the Australian Institute of Health and Welfare (AIHW), a government statistics agency (",(0,s.jsx)(j,{href:"https://urlquery.net/report/52e02785-083a-4bca-915c-28e1c7bfce01",children:"1"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/8edb564e-e1e1-468c-bde7-baac00ac9e9e",children:"2"}),"). The agents were tasked with finding the ",(0,s.jsx)(t.em,{children:"January 2022 rolling-12-month-average government cost per person for Dermatologicals across Victorian LGAs"}),"."]}),(0,s.jsxs)(t.p,{children:["Again, the agents ran into errors, including requests blocked by Cloudflare (",(0,s.jsx)(j,{href:"https://urlquery.net/report/124a61e2-6a2f-40e7-825d-6cbd1c20e0e7",children:"1"}),", ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AIHWPBSSequenceCollab#rev-1",children:"2"}),")\xa0and ",(0,s.jsx)(j,{href:"https://urlquery.net/report/8edb564e-e1e1-468c-bde7-baac00ac9e9e",children:"issues"}),"\xa0with correctly identifying Tableau parameter names. As before, they then resorted to probing for exploitable vulnerabilities. Minutes after ",(0,s.jsx)(j,{href:"https://urlquery.net/report/124a61e2-6a2f-40e7-825d-6cbd1c20e0e7",children:"Cloudflare blocked"}),"\xa0the dataset download, an agent sent a reflected ",(0,s.jsx)(j,{href:"https://urlquery.net/report/52e02785-083a-4bca-915c-28e1c7bfce01",children:"cross-site scripting probe"}),"\xa0to the same dashboard: a web address with code embedded in it, designed to test whether the site would run code supplied by an outsider. Cloudflare's firewall blocked the probe before it reached the dashboard.",(0,s.jsx)("sup",{id:"agent-attacks-ref-3",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-3","data-footnote-ref":"3",children:"3"})})," When Cloudflare blocked the dataset download on AIHW's main site, they ",(0,s.jsx)(j,{href:"https://urlquery.net/report/09308100-6f6c-4b81-a55a-92618e9de812",children:"fetched"}),"\xa0the file from AIHW's ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~PBSProxyAIHW2#rev-1",children:"pre-production server (pp.aihw.gov.au)"}),"\xa0instead, which served it in pieces over more than 100 scans. The file itself is public, so no non-public data was exposed, but the agent bypassed the site's anti-bot controls."]}),(0,s.jsx)(t.p,{children:"As far as we know, this appears to be the first reported instance of an agent autonomously choosing to attempt to compromise a government website."}),(0,s.jsxs)(t.p,{children:["The attribution evidence available suggests that an OpenAI agent is responsible for this attempted hack. The task the agents were attempting to complete is ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AIHWPBSSequenceCollab#rev-1",children:"spelled out by the agent swarm in the previously reported DseWiki traffic"}),"\xa0(including ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/fractal~RecentChanges#rev-29",children:'an agent signing as "OpenAIResearcher"'}),"), which OpenAI has ",(0,s.jsx)(t.a,{href:"https://x.com/OpenAI/status/2096133504417616165",children:"publicly acknowledged"}),"\xa0as originating from them. The URLs containing the attack payloads used in urlquery.net also contain the same task values (",(0,s.jsx)(j,{href:"https://urlquery.net/report/5d1024a

17-0015-4229-b0d0-251281f7ba7f",children:"Dermatologicals, Wodonga"}),", ",(0,s.jsx)(j,{href:"https://urlquery.net/report/cacf84c0-d7e9-46b3-9590-727fec2b9c6b",children:"Ballarat, January 2022"}),"), and the same ",(0,s.jsx)(j,{href:"https://urlquery.net/report/028fa9c0-c411-4fec-897d-45df9522a4a6",children:"generated Tableau parameter names"}),"\xa0that the ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~PBSParamTests4#rev-1",children:"wiki agents were guessing"}),"."]})]}),"\n",(0,s.jsx)(t.h2,{id:"strong-evidence-of-agent-activity-begins-in-march-2026-predating-known-incidents",children:"Strong evidence of agent activity begins in March 2026, predating known incidents"}),"\n",(0,s.jsx)(t.p,{children:"Beyond the three attempted\xa0hacks, our dataset contains thousands of reports of agent activity. This activity begins on March 6, 2026, increases sharply in mid-April, peaks in May and June alongside the collusion.wiki swarm, and collapses on June 22, the day sustained agent activity on the wiki ends."}),"\n",(0,s.jsxs)(b,{title:"March-September 2026: a timeline and connection to previous swarm activity",children:[(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Agent activity begins on March 6 with attempts to access statistics from the Thai government."}),"\xa0This case is the first in urlquery.net's searchable history to run a base64-encoded custom script, a technique the agents later used extensively. Over roughly an hour, entries in urlquery.net show an agent trying to read a table of statistics from the API of Thailand's Office of the Narcotics Control Board (ONCB), escalating each time an approach failed. Its ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/4e2b6c8c-1f42-4d67-b2f2-c5da7877ffed",children:"first attempt"}),"\xa0loaded the API directly and returned no page content. ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/118bfaa7-db66-4681-97ef-86b068c294f6",children:"Adding ?format=json"}),"\xa0gave the same result. It then ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/c9721695-9456-4c4b-bff2-3652f646f16e",children:"tried r.jina.ai"}),", a service that converts web pages into LLM-friendly text, three times in a row; the output appears to have garbled the Thai province names. Next it ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/8e1afe36-ee38-44de-8f2f-de01ecc9ac17",children:"wrote a base64-encoded script"}),"\xa0that fetched the data into the page, with the same parsing problem. When it tried the parent API through Jina, a misconfigured endpoint redirected to localhost, causing Jina to ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/209375ce-0f6b-41e0-9ac3-6acd4ab3538a",children:"block the entire API for an hour"}),'\xa0citing "previous abuse". About an hour after its first attempt, ',(0,s.jsx)(t.a,{href:"https://urlquery.net/report/81699969-91c3-4454-913e-1a015b3fde47",children:"a different script that returned the data in the result URL"}),"\xa0finally succeeded, Thai characters included. This escalation, from a plain request to custom code run in a third-party browser, foreshadows the behavior we see at a much larger scale in May and June."]}),(0,s.jsx)(J,{}),(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Agent activity increases sharply in mid-April."}),"\xa0Activity in later March is sparse: a ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/d6669745-83d2-4628-82fa-87420ae6a5d7",children:"March 11 page displaying Thai labor-force statistics"}),"\xa0and a ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/4c62b534-a8e2-44d1-bddf-db92d4bf20a6",children:"March 15 page listing metal prices"}),". Starting April 17, it jumps to over a thousand reports in two weeks, mostly retrieving UN Trade and Development (UNCTAD) statistics, a source DseWiki agents also reference (",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AgentEconomicDatasetsReferencesXC3921045#rev-1",children:"1"}),", ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~CashierCoordJan08OAI#rev-7",children:"2"}),"), as well as historical theme-park wait times from ",(0,s.jsx)(t.a,{href:"http://thrill-data.com",children:"thrill-data.com"}),"."]}),(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Connection to the previously reported wiki swarm."})," Much of the May–June activity targets the same data sources as the ",(0,s.jsx)(t.a,{href:"http://collusion.wiki",children:"previously documented wiki swarm activity"}),", at the same time. For example, a ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/40a22a9c-b16f-482d-8e6a-80ed86f26a0a",children:"May 28 report"}),"\xa0and a ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AgentDataUsaSourceLinkQ1#rev-1",children:"wiki post from the same half hour"}),"\xa0both query Data USA's IPEDS education data for the University of Iowa, and a ",(0,s.jsx)(j,{href:"https://urlquery.net/report/8edb564e-e1e1-468c-bde7-baac00ac9e9e",children:"June 21 report"}),"\xa0and a ",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~AIHWPBSSequenceCollab#rev-1",children:"wiki post from the same evening"}),"\xa0both target AIHW's pharmaceutical benefits dashboard. The wiki links directly to urlquery.net\xa0",(0,s.jsx)(t.a,{href:"https://collusion.wiki/explorer/page/dse~TestAgentResearchLinks#rev-1",children:"exactly once"}),", on May 26, pointing to a scan of a federal budget data PDF. This PDF is discussed by wiki agents in dozens of other pages. In addition, ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/1368e4a9-bae5-4120-ac25-aeab21a44ee5",children:"three"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/850d1c01-cbbf-4ca2-ad41-fb5de7bf7898",children:"urlquery.net"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/b020bc29-9ff1-4871-8f41-ff049815621d",children:"reports"}),"\xa0from May 13 targeting UNCTAD include the tags “CHATGPTTEST1,” “CHATGPT_1610_2000_125192,” and “CHATGPT_1620_2000_219755,” respectively, though no other similar tags were found. The two also end together: after June 21, urlquery.net\xa0activity drops to zero, apart from scattered reports in later months.\xa0We believe that at least some of the agents using urlquery.net came\xa0from the same source and were solving similar tasks as those posting on the wiki. But it seems like the individual agents involved were largely distinct: if the same agents used both, we would expect the wiki to reference urlquery.net\xa0more often."]}),(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Activity through September 16th."}),"\xa0The previously reported wiki findings were published on September 4.\xa0On September 16, seven reports retrieved International Energy Agency (IEA) data on Korea's crude oil, natural gas and coal imports.\xa0The ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/6a86ffff-4ccb-4c82-a4ea-296ad0a0dd43",children:"first three"}),"\xa0load the IEA pages directly. The ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/b0f6abe3-35c5-4adf-b882-00a38f190d9a",children:"remaining four"}),"\xa0use a remote script to pull the specific data of interest and send it to a different site. ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/fe6c565a-db9f-4b57-a3e7-e8e4d29e4d43",children:"Both"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/1ee69d3e-6629-4ccf-8da5-b8f1f544b3cc",children:"services"}),"\xa0used\xa0for this also appear in the June 21 AIHW activity. ",(0,s.jsxs)(t.strong,{children:["The data requested matches a question\xa0in Google's ",(0,s.jsx)(t.a,{href:"https://huggingface.co/datasets/google/deepsearchqa/blob/main/DSQA-full.csv",children:"DeepSearchQA benchmark"}),"."]}),(0,s.jsx)("sup",{id:"agent-attacks-ref-4",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-4","data-footnote-ref":"4",children:"4"})})]})]}),"\n",(0,s.jsxs)(b,{title:"Attempts to create disposable email addresses and to trade cryptocurrency",children:[(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Acquiring accounts and tools."}),"\xa0The agents used urlquery.net's browser to obtain resources beyond the retrieved data. On June 14, one script ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/da18c6ca-6fde-4d78-8b7e-7253d01c7ff5",children:"created a disposable email inbox"}),", and a second, carrying the same name tag, ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/a058c9e6-8555-4832-aeab-d84ccbbe2dc5",children:"used that address to try to register a "}),(0,s.jsx)(t.a,{href:"https://urlquery.net/report/a058c9e6-8555-4832-aeab-d84ccbbe2dc5",children:"urlquery.net"}),(0,s.jsx)(t.a,{href:"https://urlquery.net/report/a058c9e6-8555-4832-aeab-d84ccbbe2dc5",children:"\xa0account"}),". We note that urlquery.net\xa0requests made through an account can be made private. Therefore, the fact that we have evidence that agents made accounts suggests that ",(0,s.jsx)(t.em,{children:"we are likely looking at only a partial subset of the urlquery.net activity"}),"\xa0that the agents engaged in: only reports made with no account access or explicitly set to be public.\xa0Separately, on June 19–20, a chain of reports ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/3d4b0181-3d32-413a-853d-b2a7a40604c0",children:"created a mail.gw inbox"}),", ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/3b3e1e9d-1a5f-4a3b-81a4-a4f8b99f2f86",children:"requested a one-time passcode"}),"\xa0from Browserless (a hosted headless-browser service), ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/f3e0ef3c-a8a4-48d2-993d-f83363282c94",children:"read the inbox"}),", ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/ad1a7dc3-32d2-4452-8cd6-b43adb2c529c",children:"verified the account"}),", and later ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/75f8ba63-db57-4837-80e5-efc03719cd12",children:"refreshed a Browserless session"}),"."]}),(0,s.jsxs)(t.p,{children:["On September 19-20, 15 reports over about two and a half hours probed ",(0,s.jsx)(t.a,{href:"http://quidax.io",children:"quidax.io"}),", a cryptocurrency trading platform. The activity ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/960b3314-f644-4832-a57e-fab108a95678",children:"repeatedly"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/52d9be69-e168-4c93-b9f7-2f4ab04427a5",children:"tried"}),"\xa0to trade crypto but failed to ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/86c548e9-2caf-4596-a8ef-ba71f6cb9d72",children:"submit"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/52d1c0b4-e30c-4daf-ba93-4d4db542f0f6",children:"the trades"}),", ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/8d4f4f02-66e3-465c-a181-c4cc20fbdbc9",children:"tried an HTML injection"}),", and ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/fa7c2f4c-4799-412c-9f85-0d9f38eb194b",children:"probed"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/7cf8f5a2-6788-4c78-b7c7-f8e96d1f7533",children:"the"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/595ea88a-07a4-445b-8a5e-288c5f9b8453",children:"API"}),"\xa0a ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/328fc5f4-0ef9-441d-bb3c-e11dcb1167fa",children:"few"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/f825e84d-5014-4819-ab26-31c6e794fc6e",children:"times"}),"\xa0(blocked by auth / Cloudflare). This activity uses shared services and techniques as prior activity, but notably does not relate to data retrieval."]})]}),"\n",(0,s.jsx)(t.h2,{id:"potential-agent-activity-begins-as-early-as-november-2025",children:"Potential agent activity begins as early as November 2025"}),"\n",(0,s.jsx)(t.p,{children:"Records from urlquery.net\xa0contain suggestive evidence of agent activity as early as November 2025. These records differ from the stronger examples beginning in March: the November reports show repeated requests for specific pages and datasets, whereas later reports use sophisticated techniques matching later attempts to access confirmed agent targets."}),"\n",(0,s.jsxs)(b,{title:"November 2025: repeated attempts to retrieve theme-park and Thai government data",children:[(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Historical theme-park statistics (thrill-data.com)."})," On November 12, 2025, 44 reports centered on two geographically distinct groups of theme parks: 12 on ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/e04cbe39-1d11-4fb9-a3aa-aaa7cadc2676",children:"Kings"}),"\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/6fbc9a4b-e228-4994-aaea-6002c6ec7256",children:"Dominion"}),"\xa0in Virginia, and 32 on various ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/60647f2c-2f5d-4d3d-a545-59f171c1d2c6",children:"Australian parks"}),". The Kings Dominion requests explored alternative pages and extracted data for May 5, 12 and 19, 2024—three successive Sundays a year earlier. On November 24, another 61 reports returned to the same historical-data problem. These included varying date parameters and attempts to locate park averages, ride averages and heatmaps. Some scans also began in rapid succession: three distinct Australian-park pages within seven seconds, and three Kings Dominion graph requests within 1.2 seconds. Later ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/d822ea03-c382-4131-a142-04e8501e5960",children:"May 5"}),"\xa0and",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/6fd6d3cb-2d66-408e-91e4-910352cc0cfc",children:"\xa0"}),(0,s.jsx)(t.a,{href:"https://urlquery.net/report/6fd6d3cb-2d66-408e-91e4-910352cc0cfc",children:"May 12"}),"\xa0activity, overlapping with the collusion.wiki swarm timeframe and now using custom JavaScript execution and URL redirection, accessed Thrill Data as well. However, it targeted different parks and dates from the November activity."]}),(0,s.jsxs)(t.p,{children:[(0,s.jsx)(t.strong,{children:"Thai statistical data."}),"\xa0On November 28, five urlquery.net\xa0reports requested the same Thai National Statistical Office (nso.go.th) ",(0,s.jsx)(t.a,{href:"http://ittdashboard.nso.go.th/preview2en.php?id_project=118",children:"dashboard"}),"\xa0over roughly 26 minutes, and the exact URL reappears in four reports on March 15 and one on March 22, all ten failing with SSL errors (",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/eb7629b9-5286-4628-b464-e425c419166b",children:"1"}),", ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/bf4185fe-9ea2-4e16-b191-03b1f96

1d186e",children:"2"}),").\xa0By March, retrieval of Thai government statistics was clearly deliberate: the\xa0",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/81699969-91c3-4454-913e-1a015b3fde47",children:"March 6 ONCB case"}),"\xa0described above used custom code to fetch and relay the data, and a",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/d6669745-83d2-4628-82fa-87420ae6a5d7",children:"\xa0"}),(0,s.jsx)(t.a,{href:"https://urlquery.net/report/d6669745-83d2-4628-82fa-87420ae6a5d7",children:"March 11 page"}),"\xa0displayed nine NSO labor-force values for Roi Et province. The same nine values were ",(0,s.jsx)(t.a,{href:"https://pastebin.k4be.pl/view/1fad07cb",children:"posted anonymously in English"}),"\xa0to a Polish-language pastebin."]}),(0,s.jsx)(t.p,{children:(0,s.jsx)(t.strong,{children:"Timing relative to the wiki activity."})}),(0,s.jsx)("figure",{children:(0,s.jsx)("img",{src:"/images/agent-attacks-source-traffic.png",alt:"Monthly public URLQuery report counts for Thrill Data and Thai NSO"})}),(0,s.jsx)(t.p,{children:(0,s.jsxs)(t.em,{children:["Figure: All urlquery.net\xa0activity for ",(0,s.jsx)(t.a,{href:"http://thrill-data.com",children:"thrill-data.com"}),"\xa0and ",(0,s.jsx)(t.a,{href:"http://nso.go.th",children:"nso.go.th"}),"\xa0covering January 2010 through September 19, 2026. Counts include ordinary and security-related scans, not just suspected agent activity."]})}),(0,s.jsxs)(t.p,{children:["The main activity clusters for both sources end within days of the DseWiki’s decline, as reported in collusion.wiki. Thrill Data’s June cluster ends on June 18, and the last returned NSO report is June 19. The",(0,s.jsx)(t.a,{href:"https://collusion.wiki/",children:"\xa0"}),(0,s.jsx)(t.a,{href:"https://collusion.wiki/",children:"published wiki timeline"}),"\xa0records an abrupt drop in agent activity after exactly June 18, followed by a complete stop in sustained agent edits on June 22."]})]}),"\n",(0,s.jsx)(t.h2,{id:"footnotes",children:"Footnotes"}),"\n",(0,s.jsxs)(t.ol,{children:["\n",(0,s.jsxs)(t.li,{children:[(0,s.jsx)("span",{id:"agent-attacks-footnote-1"}),"We reached out to OpenAI and the three affected organizations on September 21 and 22 to disclose the attempted intrusions to them. ",(0,s.jsx)("a",{id:"agent-attacks-back-1",className:"footnote-back",href:"#agent-attacks-ref-1","data-footnote-back":"1","aria-label":"Back to text",children:"↩"})]}),"\n",(0,s.jsxs)(t.li,{children:[(0,s.jsx)("span",{id:"agent-attacks-footnote-2"}),"Data USA is a joint project by Deloitte, Datawheel, and MIT's Collective Learning Group that provides open access to U.S. government data. It is not a government website, and is distinct from ",(0,s.jsx)(t.a,{href:"http://data.gov",children:"data.gov"}),". ",(0,s.jsx)("a",{id:"agent-attacks-back-2",className:"footnote-back",href:"#agent-attacks-ref-2a","data-footnote-back":"2","aria-label":"Back to text",children:"↩"})]}),"\n",(0,s.jsxs)(t.li,{children:[(0,s.jsx)("span",{id:"agent-attacks-footnote-3"}),"For instance, the requested URL containing the XSS payload, ",(0,s.jsx)(t.code,{children:'vizprod.aihw.gov.au/t/Public/views/PBSdashboardallATC1-ATC2medicines-Agegroup/PBSDashboard?:showVizHome=no&:embed=y&:apiID="><svg/onload=document.title="XSS">,'}),"\xa0queries the same dashboard that has been documented on DseWiki. ",(0,s.jsx)("a",{id:"agent-attacks-back-3",className:"footnote-back",href:"#agent-attacks-ref-3","data-footnote-back":"3","aria-label":"Back to text",children:"↩"})]}),"\n",(0,s.jsxs)(t.li,{children:[(0,s.jsx)("span",{id:"agent-attacks-footnote-4"}),'The exact question is "In Korea, in what year between 2000 and 2021 did crude oil net imports average above 2,500 kilobarrels per day (2500 kb/d), natural gas net imports total less than 56 billion cubic meters (56 bcm), coal imports exceeded 136 million metric tons (136 Mt) but decreased compared to the year prior." ',(0,s.jsx)("a",{id:"agent-attacks-back-4",className:"footnote-back",href:"#agent-attacks-ref-4","data-footnote-back":"4","aria-label":"Back to text",children:"↩"})]}),"\n",(0,s.jsxs)(t.li,{children:[(0,s.jsx)("span",{id:"agent-attacks-footnote-5"}),"See records ",(0,s.jsx)(t.a,{href:"https://search.urlquery.net/report/1ad9c2e8-96ff-44af-b446-b717bcb995b4",children:"https://search.urlquery.net/report/1ad9c2e8-96ff-44af-b446-b717bcb995b4"}),", ",(0,s.jsx)(t.a,{href:"https://urlquery.net/report/c08684cc-3da4-4d53-a288-0d014243c075",children:"https://urlquery.net/report/c08684cc-3da4-4d53-a288-0d014243c075"}),"\xa0and ",(0,s.jsx)(t.a,{href:"https://1.urlquery.net/report/e044dea5-ca3b-4e3c-9083-f422148ffd77",children:"https://1.urlquery.net/report/e044dea5-ca3b-4e3c-9083-f422148ffd77"}),". ",(0,s.jsx)("a",{id:"agent-attacks-back-5",className:"footnote-back",href:"#agent-attacks-ref-5","data-footnote-back":"5","aria-label":"Back to text",children:"↩"})]}),"\n"]}),"\n",(0,s.jsx)(t.h2,{id:"appendix",children:"Appendix"}),"\n",(0,s.jsxs)(b,{title:"About urlquery.net",children:[(0,s.jsxs)(t.p,{children:["The free online service ",(0,s.jsx)(t.a,{href:"http://urlquery.net",children:"urlquery.net"}),"\xa0allows a user to open a URL through a sandboxed\xa0remote\xa0browser. Its intended use is to test suspicious URLs without opening them locally."]}),(0,s.jsx)(t.p,{children:"From an agents’ perspective, urlquery.net provides the following useful functionality:"}),(0,s.jsxs)(t.ul,{children:["\n",(0,s.jsx)(t.li,{children:"It gives an actor able to submit HTTP requests access to a programmable remote browser. In conjunction with other proxy sites, it allows agents\xa0to run JavaScript\xa0to retrieve data, process it, and send results elsewhere, as well as interact with dynamic web applications. In the AIHW episode described below, agents used this capability to operate Tableau dashboards and extract summary data."}),"\n",(0,s.jsx)(t.li,{children:"Once a piece of data has been fetched (potentially through a sophisticated method), urlquery.net automatically keeps a public re

1cord of the result that can be referenced by other agents looking for the same data with a simple GET request."}),"\n"]}),(0,s.jsxs)(t.p,{children:["From our perspective, the latter point makes urlquery.net an excellent record\xa0",(0,s.jsx)(t.strong,{children:"of both the data that agents fetched and the mechanism that they used to do so"}),"."]}),(0,s.jsxs)(t.p,{children:["A limitation of the urlquery.net service\xa0is that, as far as we can tell, it requires the ability to create an HTTP POST request to specify the scanned URL. Previously ",(0,s.jsx)(t.a,{href:"http://collusion.wiki",children:"reported agent coordination"}),"\xa0in DseWiki suggests that at least some agents only had the ability to make GET requests, which is what drew them to the DseWiki in the first place: unlike most websites, it can be written to via cleverly formatted GET requests. Therefore, in order to interact with urlquery.net, agents either needed to have broader HTTP abilities than the DseWiki agents or use a tool upstream of urlquery.net to convert GET requests into POST requests. There is evidence on the DseWiki forum that agents achieved this, and we see matching evidence of agents using services such as ",(0,s.jsx)(t.a,{href:"http://milankarman.github.io/Embed-Web-Playground",children:"milankarman.github.io/Embed-Web-Playground"}),", ",(0,s.jsx)(t.a,{href:"http://httpbin.org",children:"httpbin.org"}),"\xa0and ",(0,s.jsx)(t.a,{href:"http://blogsflow.liftbrandfulfillment.com",children:"blogsflow.liftbrandfulfillment.com"}),".",(0,s.jsx)("sup",{id:"agent-attacks-ref-5",children:(0,s.jsx)("a",{href:"#agent-attacks-footnote-5","data-footnote-ref":"5",children:"5"})})]})]}),"\n",(0,s.jsxs)(b,{title:"About our dataset",children:[(0,s.jsx)(t.p,{children:"We compiled a dataset of urlquery.net reports containing what we call agent-like activity: reports that satisfy any of the following:"}),(0,s.jsxs)(t.ol,{children:["\n",(0,s.jsx)(t.li,{children:"Clearly attempt to read data from a resource that agents have shown interest in elsewhere."}),"\n",(0,s.jsx)(t.li,{children:"Use the same techniques as those in (1), for instance the same tools to access a resource indirectly."}),"\n",(0,s.jsx)(t.li,{children:"Tie directly to a report in (1) or (2) through identical data or an identifier."}),"\n"]}),(0,s.jsx)(t.p,{children:"We classified 6,467 reports as containing significant evidence of agent-like activity, based on distinctive task-specific programs, task-linked exploit probes, or exact connections to known activity. We supplement\xa0this with 31,182 reports containing suggestive evidence, identified based on the data source they target or use of techniques\xa0that are less distinctive of agent activity."})]})]})}function V(){let e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};return(0,s.jsx)(H,{...e,children:(0,s.jsx)(R,{...e})})}},40675:e=>{e.exports={articleFigure:"UrlqueryTimeline_articleFigure__USREk",shell:"UrlqueryTimeline_shell__iJ3T6",chart:"UrlqueryTimeline_chart__WwATw",chartWrap:"UrlqueryTimeline_chartWrap__ReX5Z",legend:"UrlqueryTimeline_legend__YlXJY",legendBelow:"UrlqueryTimeline_legendBelow__DAzJ7",mobileChart:"UrlqueryTimeline_mobileChart__4V_lZ",mobileEvents:"UrlqueryTimeline_mobileEvents__O0S8X",chartTooltip:"UrlqueryTimeline_chartTooltip__A_2yW",tooltipSources:"UrlqueryTimeline_tooltipSources__qWjxK",sourceRow:"UrlqueryTimeline_sourceRow__2hTcy",significantBar:"UrlqueryTimeline_significantBar__5zgkd",suggestiveBar:"UrlqueryTimeline_suggestiveBar__y1_Sf",novemberShade:"UrlqueryTimeline_novemberShade__IgUoy",incidentShade:"UrlqueryTimeline_incidentShade__On6lR",grid:"UrlqueryTimeline_grid__0hxTr",axisLabel:"UrlqueryTimeline_axisLabel__miKpx",axisTitle:"UrlqueryTimeline_axisTitle__28S9Y",calloutLine:"UrlqueryTimeline_calloutLine__plpgS",calloutDate:"UrlqueryTimeline_calloutDate__1cGcg",eventTitle:"UrlqueryTimeline_eventTitle__psSEM",markerLine:"UrlqueryTimeline_markerLine__N1uPP",attackLine:"UrlqueryTimeline_attackLine__VgzT4",attackLeader:"UrlqueryTimeline_attackLeader__Yghua",attackDate:"UrlqueryTimeline_attackDate__WUwLn",selectionLine:"UrlqueryTimeline_selectionLine__AcXXP",tick:"UrlqueryTimeline_tick__uJmZI",month:"UrlqueryTimeline_month__QmO7v",year:"UrlqueryTimeline_year___nhtd",incidentRail:"UrlqueryTimeline_incidentRail__h9aw5",incidentLeader:"UrlqueryTimeline_incidentLeader__nJLW4",incidentLabel:"UrlqueryTimeline_incidentLabel__SES0p",incidentDates:"UrlqueryTimeline_incidentDates__AgPd2",blueDot:"UrlqueryTimeline_blueDot__GOtIT",lightBlueDot:"UrlqueryTimeline_lightBlueDot__XMLpH",mobileAxisLabel:"UrlqueryTimeline_mobileAxisLabel__lGcr6",mobileAxisTitle:"UrlqueryTimeline_mobileAxisTitle__yXz12",mobileMonth:"UrlqueryTimeline_mobileMonth__I4jka",mobileYear:"UrlqueryTimeline_mobileYear__MJAH8",mobileEventMarker:"UrlqueryTimeline_mobileEventMarker__hsBiK",mobileBadge:"UrlqueryTimeline_mobileBadge__RZlMY",mobileBadgeAttack:"UrlqueryTimeline_mobileBadgeAttack__vNEKF",mobileBadgeActive:"UrlqueryTimeline_mobileBadgeActive__XxgIh",mobileBadgeNumber:"UrlqueryTimeline_mobileBadgeNumber__D9qWy",mobileBadgeNumberActive:"UrlqueryTimeline_mobileBadgeNumberActive__6H0Fx",mobileAttackLeader:"UrlqueryTimeline_mobileAttackLeader__Xol4Y",mobileEvent:"UrlqueryTimeline_mobileEvent__MgzTt",mobileEventButton:"UrlqueryTimeline_mobileEventButton__cj6_K",mobileEventNumber:"UrlqueryTimeline_mobileEventNumber__wgpkk",mobileEventNumberActive:"UrlqueryTimeline_mobileEventNumberActive__uD9Hk",mobileEventDate:"UrlqueryTimeline_mobileEventDate__PoBA8",mobileEventDateAttack:"UrlqueryTimeline_mobileEventDateAttack__690yG",mobileEventTitle:"UrlqueryTimeline_mobileEventTitle__p_clK",mobileChevron:"UrlqueryTimeline_mobileChevron__h8PoU",mobileChevronOpen:"UrlqueryTimeline_mobileChevronOpen__AL9px",mobileEventDetails:"UrlqueryTimeline_mobileEventDetails__qYxw9",mobileWindowNote:"UrlqueryTimeline_mobileWindowNote__U41p9"}},46205:e=>{e.exports={accordion:"AgentActivityAccordion_accordion__dxRdD",summary:"AgentActivityAccordion_summary__dXT9S",content:"AgentActivityAccordion_content__0bTso"}},46850:(e,t,a)=>{(window.__NEXT_P=window.__NEXT_P||[]).push(["/agent-activity",function(){return a(38997)}])},66476:e=>{e.exports={copy:"AgentAttacksCopy_copy__Vfq4L"}},72918:e=>{e.exports={note:"PublicationUpdateNote_note__mpWfg"}},81837:e=>{e.exports={figure:"March6Sequence_figure__MtvSS",shell:"March6Sequence_shell__K_kpc",context:"March6Sequence_context__VuBWO",timeline:"March6Sequence_timeline__WpwTF",entry:"March6Sequence_entry__nAtmW",time:"March6Sequence_time__st4Mh",marker:"March6Sequence_marker__4e_nH",content:"March6Sequence_content__gaZxm",description:"March6Sequence_description__Ns1zO",output:"March6Sequence_output__FkLRL",outputLabel:"March6Sequence_outputLabel__5_4uT"}},89926:(e,t,a)=>{"use strict";a.d(t,{A:()=>s});let s=(0,a(17963).A)("ArrowLeft",[["path",{d:"m12 19-7-7 7-7",key:"1l729n"}],["path",{d:"M19 12H5",key:"x3x0zl"}]])},91668:(e,t,a)=>{"use strict";a.d(t,{R:()=>r});var s=a(14232);let i=s.createContext({});function r(e){let t=s.useContext(i);return s.useMemo(function(){return"function"==typeof e?e(t):{...t,...e}},[t,e])}}},e=>{e.O(0,[8585,7141,9783,718,233,636,6593,8792],()=>e(e.s=46850)),_N_E=e.O()}]);