twitter-tools-public/frontend/tui/commission-jobs-tui/39/full/11-cyber.md.full

1039 lines
68 KiB
Plaintext
Raw Blame History

This file contains invisible Unicode characters

This file contains invisible Unicode characters that are indistinguishable to humans but may be processed differently by a computer. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

{
"success": true,
"message": "Job results retrieved successfully",
"data": {
"job_id": "380cde67-30d6-4b35-a993-448389489950",
"status": "completed",
"results": {
"filtered_tweets": [
{
"tweet": {
"tweet_id": "1971683701382635555",
"text": "Corsair's latest gaming mouse is unimaginably lightweight for fast-paced gamers who need every gram to count. https://t.co/RKnnvJw8pM",
"created_at": "2025-09-26T21:10:01Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet is discussing a product (a gaming mouse) and its features, and there is no mention of a cyberattack or any related topic."
},
{
"tweet": {
"tweet_id": "1971666597921132848",
"text": "Vibe coding and modern dev tools are reshaping early-stage startup hiring https://t.co/ZSb0fXHhBG",
"created_at": "2025-09-26T20:02:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet is discussing how coding and modern development tools are influencing startup hiring processes, with no mention of a cyberattack or any related cybersecurity topics. Therefore, it does not pass as talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971665329714499746",
"text": "Ready to cut the cord? These are our favorite buds that will never, ever get tangled. https://t.co/8Ee5YwlHO5",
"created_at": "2025-09-26T19:57:01Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet appears to be discussing wireless earbuds that won't get tangled, which is unrelated to cyberattacks."
},
{
"tweet": {
"tweet_id": "1971664064381128872",
"text": "By inflating numbers and narrowing definitions, Heritage promotes a false link between transgender identity and violence in its push for the FBI to create a new terrorism category. https://t.co/ugtMs3DWVL",
"created_at": "2025-09-26T19:51:59Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the Heritage Foundation's actions related to transgender identity and violence, suggesting advocacy for categorizing certain acts as terrorism. It does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971661566601732271",
"text": "This week on Equity, Anthony Ha and Max Zeff go beyond the headlines to break down what's really going on in these AI infrastructure deals. https://t.co/Q177pz4g3s",
"created_at": "2025-09-26T19:42:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses a podcast episode about AI infrastructure deals, and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971659053911671199",
"text": "https://t.co/hutMIvvcWL is boosting its valuation as part of an employee stock buy-back program, and now says it's profitable. https://t.co/c5iOy744J9",
"created_at": "2025-09-26T19:32:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses TechCrunch's valuation and a stock buy-back program, mentioning profitability. There is no mention or implication of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971658627321667655",
"text": "US investigators are using AI to detect child abuse images made by AI https://t.co/bQwKvb4BQZ",
"created_at": "2025-09-26T19:30:23Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses the use of AI by US investigators to detect child abuse images, which is related to law enforcement and technology, rather than a cyberattack. There is no indication of an attack or malicious activity being described."
},
{
"tweet": {
"tweet_id": "1971658044950938057",
"text": "Fifteen years after \"The Social Network,\" director Aaron Sorkin is making a sequel film about Facebook called \"The Social Reckoning.\" https://t.co/rotCAQnSOv",
"created_at": "2025-09-26T19:28:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet is about a sequel film related to Facebook and does not mention anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971657790817997171",
"text": "The rumored buyers of EA include investors like Silver Lake and Saudi Arabia's Public Investment Fund. https://t.co/AC1KkC5F1i",
"created_at": "2025-09-26T19:27:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses potential buyers of Electronic Arts (EA) and mentions investment firms but does not reference a cyberattack or related cyber security topics."
},
{
"tweet": {
"tweet_id": "1971652757124792515",
"text": "YouTube Music's new AI hosts are currently being tested through YouTube Labs, the platform's new hub for AI experiments. https://t.co/asmQBkhjm1",
"created_at": "2025-09-26T19:07:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses YouTube Music's new AI hosts and does not reference a cyberattack. It focuses on AI experimentation rather than security issues."
},
{
"tweet": {
"tweet_id": "1971648827074429198",
"text": "On this special episode of \"Uncanny Valley\" recorded in front of a live audience in San Francisco, our hosts discuss Silicon Valley's history and future. https://t.co/tGLKNaJ6Uj",
"created_at": "2025-09-26T18:51:26Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet is promoting a podcast episode about Silicon Valley's history and future, and it does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971646860231106749",
"text": "Upgrade your whole house to Wi-Fi 7 for just $130. https://t.co/N1robupnRk",
"created_at": "2025-09-26T18:43:37Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses upgrading a house to Wi-Fi 7, which is related to home networking technology, not cyberattacks. There is no mention of security breaches or malicious activities associated with cyberattacks."
},
{
"tweet": {
"tweet_id": "1971643483543810184",
"text": "These cushy cans are great for critical listening but sacrifice a lot of handy features for portable listening. https://t.co/9xv5nSLNWz",
"created_at": "2025-09-26T18:30:12Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses audio equipment and its features, specifically related to critical listening and portability. There is no mention of a cyberattack or any related topics."
},
{
"tweet": {
"tweet_id": "1971639632904507643",
"text": "RT @moultano: I need to stop taking bait on the bait app.",
"created_at": "2025-09-26T18:14:54Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention anything related to a cyberattack or hacking. It seems to refer to a social media interaction or response, using terms like 'bait app' which suggests a playful context rather than a serious discussion about cybersecurity."
},
{
"tweet": {
"tweet_id": "1971637669655412979",
"text": "We've compiled a list of friendship apps, from friend discovery platforms like BFF to event-focused ones like Timeleft. https://t.co/dNd7Y6xRdW",
"created_at": "2025-09-26T18:07:06Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet from TechCrunch discusses friendship apps and platforms for discovering friends and events. It does not mention anything related to a cyberattack or cybersecurity."
},
{
"tweet": {
"tweet_id": "1971634657985990851",
"text": "RT @CloudflareTV: Ready to dive deeper into internet traffic patterns? We're introducing powerful new traffic insights on @CloudflareRadar…",
"created_at": "2025-09-26T17:55:08Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet mentions traffic insights related to internet traffic patterns but does not explicitly mention a cyberattack. It seems to be promoting a feature of Cloudflare rather than discussing a specific incident or event related to cybersecurity."
},
{
"tweet": {
"tweet_id": "1971633958610952337",
"text": "“This is a colonial project, aimed at tech empire,” says Gil Duran, a former political consultant. “It sounds like colonization 2.0. When you go to another person's country and create your own country there.”\nhttps://t.co/K0h4zw4ov9",
"created_at": "2025-09-26T17:52:21Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the concept of colonialism in the context of technology but does not mention or imply anything about a cyberattack. It focuses on political and colonial themes rather than cyber threats."
},
{
"tweet": {
"tweet_id": "1971633960372593134",
"text": "Network states are a crazy idea—hubristic, irrational, expensive, both utopian and a direct affront to the ideal that a just society should strive to leave no one behind. But the conditions are ripe for at least some of these projects to move forward.\nhttps://t.co/K0h4zw4ov9",
"created_at": "2025-09-26T17:52:21Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the concept of 'network states' and critiques them, but it does not mention or imply anything about a cyberattack. It focuses on social and political ideas rather than cybersecurity."
},
{
"tweet": {
"tweet_id": "1971633956996227129",
"text": "From Montenegro to northern California, the tech elite dream of building “network states”—cities where they make the rules. Is this, finally, their moment?\nhttps://t.co/K0h4zw4ov9",
"created_at": "2025-09-26T17:52:21Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the concept of 'network states' created by the tech elite and their potential impact on society. It does not mention or imply anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971632625082159323",
"text": "The wider shakeup comes a few weeks since its CEO and CTO left. https://t.co/BzyEZssE8f",
"created_at": "2025-09-26T17:47:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses a corporate shakeup and mentions the CEO and CTO leaving, but it does not reference any cyberattack or related cybersecurity events."
},
{
"tweet": {
"tweet_id": "1971632355631943715",
"text": "Yes there are management agencies that do this for you to an extent but that just means they're getting even less and likely in an extractive factory pipeline which may be even worse. You have to be built different and independently situated to make this a decent option for money",
"created_at": "2025-09-26T17:45:59Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses management agencies and the implications of financial arrangements, but it does not mention or imply anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971631334734123341",
"text": "If you dive into a smaller tier OF accounts doing self-promotion on Reddit, the workload is monstrous. They are posting different pictures catered to different niches every 90 minutes like all day every day, across multiple platforms like F*nsly, doing DMCA work, it's nuts.",
"created_at": "2025-09-26T17:41:55Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses the workload of accounts self-promoting on Reddit and their activities across multiple platforms, but does not mention or imply any cyberattack."
},
{
"tweet": {
"tweet_id": "1971630210358681971",
"text": "This this is not a moral qualm at all just an observation, but if you would've asked me in 2005 the sheer # of people that would be opening to doing OnlyFans, or the eventual ecosystem, I would've never predicted this ever. I just cannot fathom almost anyone is getting an ROI.",
"created_at": "2025-09-26T17:37:27Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses the topic of OnlyFans and the changes in societal perceptions around it since 2005. It does not mention or imply anything related to cyberattacks, which makes it clear that the subject matter is completely different."
},
{
"tweet": {
"tweet_id": "1971629101258514639",
"text": "Watch as Equity hosts Anthony Ha and Max Zeff break down the money behind AIs infrastructure boom and what rising visa fees mean for techs talent shuffle. https://t.co/mDuCX8tQHb",
"created_at": "2025-09-26T17:33:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses a podcast episode about AI infrastructure and visa fees affecting tech talent, and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971625067839635855",
"text": "These beard tools deliver an excellent trim for all types of facial hair. https://t.co/rdkTIt5sOp",
"created_at": "2025-09-26T17:17:01Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses beard tools and facial hair trimming, which is unrelated to any cyberattacks. Therefore, it does not mention or imply anything related to cyberattacks."
},
{
"tweet": {
"tweet_id": "1971622061882712217",
"text": "From Montenegro to northern California, the tech elite dream of building cities where they make the rules. Is this, finally, their moment? https://t.co/J9L69yp6Nz",
"created_at": "2025-09-26T17:05:05Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the ambitions of the tech elite to build cities and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971620361717641319",
"text": "What happens to all the drone making capacity when/if Ukraine is resolved? You're gonna have millions of these things flooding the global market with legions of expert trainers without a job. What is that going to mean for the shape of conflict?",
"created_at": "2025-09-26T16:58:19Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses the potential implications for the drone industry and its trainers after a resolution in Ukraine but does not explicitly mention a cyberattack."
},
{
"tweet": {
"tweet_id": "1971618775914238430",
"text": "RT @Empty_America: Interesting the same or similar models of car are typically rated to tow much more in Europe.\n\nIt's normal to be towing…",
"created_at": "2025-09-26T16:52:01Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet is discussing car towing capacities and comparisons between Europe and other locations, which is unrelated to cyberattacks. Therefore, it does not pass the question."
},
{
"tweet": {
"tweet_id": "1971618626613743984",
"text": "OK, so like none of the major powers can initiate police actions for the foreseeable future, right? They're just gonna get wrecked by drones?",
"created_at": "2025-09-26T16:51:26Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention a cyberattack; rather, it discusses police actions and the potential impact of drones on major powers."
},
{
"tweet": {
"tweet_id": "1971608466050453837",
"text": "Age verification laws are a privacy and security nightmare. This Battlefield startup performs age checks on-device, without users having to upload their IDs to the internet. https://t.co/qR2kFgftJU",
"created_at": "2025-09-26T16:11:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses age verification laws and a startup's solution for performing age checks without uploading IDs online. It does not mention cyberattacks or any related activities."
},
{
"tweet": {
"tweet_id": "1971603892543828412",
"text": "An artist's depiction of Helen of Troy if she lived in the modern era https://t.co/wYaa4WVjTc",
"created_at": "2025-09-26T15:52:53Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet refers to an artistic depiction of Helen of Troy in a modern context and does not discuss or imply anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971600770794651838",
"text": "RT @heymingwei: @next_hopself and I wrote a few words about our efforts on tracking IRR AS-SETs in the context of route-leak mitigation. It…",
"created_at": "2025-09-26T15:40:28Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses efforts on tracking internet routing (IRR AS-SETs) and route-leak mitigation, which are related to internet infrastructure and routing security, but it does not explicitly mention a cyberattack. Therefore, it's not reasonable to conclude that the tweet is talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971596067582926986",
"text": "📸Thanks to @CityofMinot, ND and Ward County Emergency Management Agency for hosting a Community Resilience Analysis Tabletop Exercise. The exercise assessed local response plans and short-term recovery capability for incidents with whole community physical and cyber impacts. https://t.co/uxCaX35rty",
"created_at": "2025-09-26T15:21:47Z",
"username": "CISAgov"
},
"pass": true,
"reasoning": "The tweet mentions a 'Community Resilience Analysis Tabletop Exercise' which focuses on assessing response plans and recovery capabilities for incidents that include 'cyber impacts'. This indicates that the exercise is discussing the potential for cyberattacks as part of the incidents being analyzed."
},
{
"tweet": {
"tweet_id": "1971595885231374533",
"text": "The gap between Apple's standard and budget smart watches has never felt smaller.  https://t.co/btdZSK16Ns",
"created_at": "2025-09-26T15:21:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses the comparison between Apple's standard and budget smart watches, which is not related to cyberattacks or cybersecurity topics."
},
{
"tweet": {
"tweet_id": "1971594632229216497",
"text": "Flipkart is set to become the most valuable startup to shift its headquarters back to India ahead of a planned IPO. https://t.co/SHSVccFHVw",
"created_at": "2025-09-26T15:16:05Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses Flipkart's potential shift of headquarters back to India in relation to its IPO plans. There is no mention or implication of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971591777044869196",
"text": "After Sinclair and Nexstar pulled Jimmy Kimmel off air, the old affiliate model looks shakier than ever. Even Disney might do better without broadcast. https://t.co/acvRLQ7QWq",
"created_at": "2025-09-26T15:04:44Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet is discussing changes in the television broadcast industry, focusing on specific companies and their programming decisions. There is no mention or implication of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971589955135971457",
"text": "RT @next_hopself: It may be 2025, but its never too late to clean up AS-SETs and make BGP safer. Now Cloudflare Radar can help with that.…",
"created_at": "2025-09-26T14:57:30Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses cleaning up AS-SETs and improving BGP safety, which relates to network infrastructure and security measures rather than a specific cyberattack."
},
{
"tweet": {
"tweet_id": "1971588588249755889",
"text": "In recent years, the total cost of hiring tech workers with H1-B visas fell between $200 million and $400 million.\n\nBut under the Trump administration's new policy, that would spike to around $5.5 billion each year, and that's just the start of the impact of the \"talent tariff.\" https://t.co/ccl63uERa0",
"created_at": "2025-09-26T14:52:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses the impact of hiring tech workers with H1-B visas and mentions a potential increase in costs due to a new policy. It does not reference a cyberattack or any related cyber activity."
},
{
"tweet": {
"tweet_id": "1971588349136629861",
"text": "AI. Self-driving cars. A few years ago they seemed far off, but are now increasingly ubiquitous. Captain of Google's Moonshots @astroteller takes center stage at Disrupt to break down how they got ahead of the curve by sticking to their fail fast mantra.\n\nPlus, you'll get an exclusive chance to learn what he has coming up next 👀 https://t.co/tIMDwg7n1N",
"created_at": "2025-09-26T14:51:07Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses self-driving cars and a keynote speaker at a tech conference, but does not mention anything related to cyberattacks."
},
{
"tweet": {
"tweet_id": "1971586767091581141",
"text": "TIL on this troubleshooting step",
"created_at": "2025-09-26T14:44:50Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention anything related to a cyberattack. It discusses a troubleshooting step, which is not indicative of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971585847053934972",
"text": "The Trump administration wants the industry to reach a 1:1 ratio of domestically produced and imported chips. https://t.co/ecT5eZ8MOT",
"created_at": "2025-09-26T14:41:10Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses the Trump administration's policy on the production and importation of chips, which relates to technology and trade, not a cyberattack."
},
{
"tweet": {
"tweet_id": "1971583199538249754",
"text": "RT @Cloudflare: Cloudflare Radar now offers a Certificate Transparency dashboard for monitoring TLS certificate activity, and new regional…",
"created_at": "2025-09-26T14:30:39Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet is discussing a new feature or update related to Cloudflare's services, specifically focusing on a Certificate Transparency dashboard. This does not indicate any mention of a cyberattack, as it is oriented towards monitoring TLS certificate activity, which is more about security and transparency rather than an incident."
},
{
"tweet": {
"tweet_id": "1971577008820736312",
"text": "Last chance to save up to $668 on TechCrunch Disrupt 2025. Join 250+ speakers, explore 200+ sessions, and connect with 10,000+ tech leaders. https://t.co/PAKRKBiZTr",
"created_at": "2025-09-26T14:06:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet is promoting an event, TechCrunch Disrupt 2025, and does not mention or imply anything about a cyberattack. It focuses on event details such as speakers, sessions, and attendance."
},
{
"tweet": {
"tweet_id": "1971567028076200352",
"text": "Second: a new Certificate Transparency dashboard brings insights into the ecosystem which ensures that all website certificates are publicly visible & auditable. Learn more at https://t.co/PoJK1tkNfN https://t.co/dzZGo0Kazi",
"created_at": "2025-09-26T13:26:24Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses a new Certificate Transparency dashboard that focuses on making website certificates publicly visible and auditable. It does not mention any cyberattack or related activity."
},
{
"tweet": {
"tweet_id": "1971567030798352513",
"text": "Third: network operators need to be able to monitor AS-SET memberships for their networks. ASN routing pages now include information on direct & indirect AS-SET membership. Learn more at https://t.co/XcvsQfvi52 https://t.co/P2OFnLVB9u",
"created_at": "2025-09-26T13:26:24Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses network monitoring and AS-SET memberships, which are related to routing and network management, not a cyberattack. There is no indication of a cyberattack in the content."
},
{
"tweet": {
"tweet_id": "1971567025743925274",
"text": "Three new Radar features launched today for @Cloudflare #BirthdayWeek!\n\nFirst: regional traffic data is now available. You can now get a more localized perspective on the impact of events and disruptions on Internet traffic. Learn more at https://t.co/DeJVkEdwz5 https://t.co/uLpYY8LHx2",
"created_at": "2025-09-26T13:26:23Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet is discussing new features launched by Cloudflare, specifically related to regional traffic data and does not mention cyberattacks or related security incidents."
},
{
"tweet": {
"tweet_id": "1971560655338487911",
"text": "Anode Technology Company wants to build mobile battery generators for construction sites, live events, and EV fleets. But first it has to avoid the pitfalls that claimed its predecessor, Moxion. https://t.co/DDuYx9V7HL",
"created_at": "2025-09-26T13:01:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses Anode Technology Company's plans to build mobile battery generators and mentions avoiding pitfalls that affected its predecessor, Moxion. There is no mention of a cyberattack or any related cybersecurity issues, so the answer is no, it is not talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971558248718246307",
"text": "The Download: shoplifter-chasing drones, and Trumps TikTok deal https://t.co/zHWGVKmxEe",
"created_at": "2025-09-26T12:51:30Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet mentions shoplifter-chasing drones and a TikTok deal involving Trump, which are not related to cyberattacks. It focuses more on technology and business news rather than cybersecurity issues."
},
{
"tweet": {
"tweet_id": "1971549326666072317",
"text": "Sierra Space's Dream Chaser spaceplane is facing an identity crisis after NASA changed contract terms to remove its guarantee to buy cargo flights to the ISS. https://t.co/dK36KukK10",
"created_at": "2025-09-26T12:16:03Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses Sierra Space's Dream Chaser spaceplane and issues related to contract changes with NASA concerning cargo flights to the ISS. It does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971538689227399578",
"text": "Before your next flight, read up on airline rules and restrictions about traveling with power banks. https://t.co/2a3eYG0o5U",
"created_at": "2025-09-26T11:33:47Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet is discussing airline rules and restrictions about traveling with power banks, which pertains to travel regulations and safety, not cyberattacks."
},
{
"tweet": {
"tweet_id": "1971531200964534732",
"text": "The companys FSD tech doesnt actually self-drive. Experts say that advising customers to switch in on when they're drifting between lanes is exactly the wrong move. https://t.co/UtbEezh2LA",
"created_at": "2025-09-26T11:04:02Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the functionality of a company's FSD (Full Self-Driving) technology and advises customers on its usage while driving. It does not mention anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971531195771941373",
"text": "These five equations should be part of your mental toolkit. They might even improve your bowling score. https://t.co/dQnofD5wjp",
"created_at": "2025-09-26T11:04:01Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet is discussing equations and bowling, which are unrelated to cyberattacks. It focuses on improving skills rather than any security threats or incidents."
},
{
"tweet": {
"tweet_id": "1971531195704897965",
"text": "To really speak and understand a new language, you need to interact with humans. https://t.co/NnofCOs4iX",
"created_at": "2025-09-26T11:04:00Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses language learning and interaction with humans, and it does not mention anything related to cyberattacks or cybersecurity."
},
{
"tweet": {
"tweet_id": "1971500561322131828",
"text": "Trials of vision-improving substances are showing good results, though so far only two have been authorized for use in the United States. https://t.co/73b8vgOuaQ",
"created_at": "2025-09-26T09:02:17Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses trials of vision-improving substances and their results, which are unrelated to cyberattacks. It focuses on medical or health-related topics rather than cybersecurity."
},
{
"tweet": {
"tweet_id": "1971410414245212265",
"text": "Security researchers found the exposed Indian bank transfer records and the data was eventually secured, but nobody wants to take responsibility for the security lapse. https://t.co/M8jIFClc50",
"created_at": "2025-09-26T03:04:04Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet discusses exposed bank transfer records and a lack of responsibility for a security lapse; however, it does not explicitly mention a cyberattack. It is more about security issues rather than an actual cyberattack."
},
{
"tweet": {
"tweet_id": "1971410400563581098",
"text": "RT @BDisgusting: Kate Mara believes something extraterrestrial has followed her back to Earth in THE ASTRONAUT.\n\nThe sci-fi thriller lands…",
"created_at": "2025-09-26T03:04:01Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses a sci-fi thriller movie and a comment made by Kate Mara about extraterrestrial themes. There is no mention or implication of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971402013788504562",
"text": "If you are working a remote coding and Teams meeting job, I have the perfect way to secure your bag: Over the road trucker with sleeper cab. No housing costs. You're always green in Teams and ready to take a call. Code in stints waiting to offload at a warehouse. It's perfect.",
"created_at": "2025-09-26T02:30:41Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet discusses a method to secure a job while working remotely, specifically mentioning coding and truck driving. It does not mention anything related to a cyberattack or cybersecurity issues."
},
{
"tweet": {
"tweet_id": "1971393335958139234",
"text": "She knows the #1 thing is to secure your bag",
"created_at": "2025-09-26T01:56:12Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention anything related to cyberattacks. It appears to be discussing securing valuables or finances in a metaphorical sense rather than addressing cybersecurity issues."
},
{
"tweet": {
"tweet_id": "1971392327609614777",
"text": "Some of y'all don't have an emotional support billionaire and it shows. https://t.co/eN3DlJFSdt",
"created_at": "2025-09-26T01:52:12Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention any cyberattack; it humorously references the lack of emotional support from billionaires."
},
{
"tweet": {
"tweet_id": "1971382213712158724",
"text": "The weird, wonderful world of MagSafe accessories (Qi2 included) can make your phone feel modular. These are our favorites. https://t.co/To2IYUYSyB",
"created_at": "2025-09-26T01:12:00Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses MagSafe accessories and does not mention anything related to cyberattacks."
},
{
"tweet": {
"tweet_id": "1971378509462503507",
"text": "RT @GuyDealership: [NEWS] Vehicle repair bills are now topping $4,700:\n\nIn 2024, the average repair cost hit $4,730—up 3.8% from the year b…",
"created_at": "2025-09-26T00:57:17Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet is discussing vehicle repair bills and their costs, not a cyberattack. There is no mention or indication of cyberattacks in the content."
},
{
"tweet": {
"tweet_id": "1971364694507008338",
"text": "Following the 15 Ultra, the new Xiaomi 17 Pro Max sounds and looks very familiar to a certain iPhone, but with a twist. https://t.co/YJjICp39Fr",
"created_at": "2025-09-26T00:02:24Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses the Xiaomi 17 Pro Max smartphone and its similarities to the iPhone, with no mention or implication of a cyberattack."
},
{
"tweet": {
"tweet_id": "1971364207300837519",
"text": "If you're trying to decide between a Chromebook and a Windows laptop, some recent changes have shaken up how these two platforms compare. https://t.co/8KoHWaoguK",
"created_at": "2025-09-26T00:00:27Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses a comparison between a Chromebook and a Windows laptop, focusing on recent changes in their functionality or aspects, but does not mention anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971349769256681833",
"text": "Aaron Levie joins the Disrupt Stage at TechCrunch Disrupt 2025, Oct 2729 in San Francisco, to share how hes kept Box relevant through two decades. Register here. https://t.co/LGEsSR3rHm",
"created_at": "2025-09-25T23:03:05Z",
"username": "TechCrunch"
},
"pass": false,
"reasoning": "The tweet is not discussing a cyberattack; it is promoting an event featuring Aaron Levie and focuses on his career and relevance in the tech industry."
},
{
"tweet": {
"tweet_id": "1971345230868697391",
"text": "Forget the wads of paper maps—AllTrails keeps everything you need to plan your outdoor trip on your phone. https://t.co/jElfTsi3dp",
"created_at": "2025-09-25T22:45:03Z",
"username": "WIRED"
},
"pass": false,
"reasoning": "The tweet discusses a mobile app (AllTrails) for planning outdoor trips and does not mention anything related to cyberattacks."
},
{
"tweet": {
"tweet_id": "1971314035829465154",
"text": "https://t.co/LOCVjN8Haw",
"created_at": "2025-09-25T20:41:06Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet from SwiftOnSecurity does not explicitly mention a cyberattack. It might discuss cybersecurity topics or incidents, but without a direct reference or implication of a cyberattack, it cannot be determined that the tweet is talking about one."
},
{
"tweet": {
"tweet_id": "1971313868023697415",
"text": "https://t.co/8N7TXow4um",
"created_at": "2025-09-25T20:40:26Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not contain any content that directly mentions a cyberattack. Therefore, it should not be classified as talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971312527465480517",
"text": "There was a meme in 2008 called PokeDads https://t.co/LryNSvuAyb",
"created_at": "2025-09-25T20:35:06Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet is discussing a meme from 2008 called PokeDads and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971299096540610622",
"text": "2009 was such an elite year of culture\nhttps://t.co/dHMlbaQMWX",
"created_at": "2025-09-25T19:41:44Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet does not mention anything about a cyberattack. It refers to the year 2009 and its cultural significance, without any reference to cybersecurity or cyberattacks."
},
{
"tweet": {
"tweet_id": "1971295705403953212",
"text": "RT @LemonLymancom: 23 years ago today, The West Wing Season 4 premiered with episode 20 Hours in America.\n\n https://t.co/N4vorLIimH",
"created_at": "2025-09-25T19:28:15Z",
"username": "SwiftOnSecurity"
},
"pass": false,
"reasoning": "The tweet is referencing the premiere of a television show episode and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971290017625669842",
"text": "Nightly #Internet disruptions have been occurring in Herat, Afghanistan since Monday. Traffic has dropped by more than half each evening between 21:00-08:00 local (16:30-03:30 UTC).\n\n@mcitafghanistan has not provided a reason for these outages.\n\nhttps://t.co/dcWVkqxX2p https://t.co/G3KNi2HQ9C",
"created_at": "2025-09-25T19:05:39Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses nightly internet disruptions in Herat, Afghanistan, and mentions a drop in traffic, but does not explicitly indicate that these disruptions are due to a cyberattack. The lack of an explanation from the local authorities does not confirm that a cyberattack is the cause."
},
{
"tweet": {
"tweet_id": "1971276153231974689",
"text": "Shoplifters could soon be chased down by drones https://t.co/MLNiz51SmA",
"created_at": "2025-09-25T18:10:34Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses the use of drones to chase down shoplifters, which is a law enforcement or security issue rather than a cyberattack. There is no mention of hacking, cybersecurity threats, or any related activities that would define a cyberattack."
},
{
"tweet": {
"tweet_id": "1971261408420774369",
"text": "RT @DepSec_Edgar: A tremendous addition to the Trump Administration! @DHSGov and @CISAgov are lucky to have Steve Casapulla aboard the tea…",
"created_at": "2025-09-25T17:11:58Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet is discussing a personnel change in the Trump Administration and does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1971252385856225748",
"text": "🚨NEW: we issued Emergency Directive 25-03 to address critical vulnerabilities found in Cisco Adaptive Security Appliances & Cisco Firepower Threat Defense devices. Federal agencies must act now, and we urge all orgs to follow the recommended actions: https://t.co/r7WTP49hAr https://t.co/Q6ktZ9Wt4C",
"created_at": "2025-09-25T16:36:07Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet announces an Emergency Directive issued by CISA regarding vulnerabilities in specific Cisco devices. While it highlights the urgency and need for action, it does not explicitly mention a cyberattack occurring; instead, it focuses on addressing vulnerabilities."
},
{
"tweet": {
"tweet_id": "1971191788661510591",
"text": "The Download: growing threats to vulnerable languages, and fact-checking Trumps medical claims https://t.co/sxFY5ZZJGK",
"created_at": "2025-09-25T12:35:20Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses growing threats to vulnerable programming languages and mentions fact-checking medical claims related to Trump. It does not indicate or relate to a cyberattack."
},
{
"tweet": {
"tweet_id": "1971158360322892041",
"text": "Fusion power plants dont exist yet, but theyre making money anyway https://t.co/VBtkv7zyZW",
"created_at": "2025-09-25T10:22:30Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses fusion power plants and their financial status, which is unrelated to cyberattacks. It focuses on energy technology rather than cybersecurity issues."
},
{
"tweet": {
"tweet_id": "1971141958052491631",
"text": "How AI and Wikipedia have sent vulnerable languages into a doom spiral https://t.co/18K9BmVWgS",
"created_at": "2025-09-25T09:17:19Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses the impact of AI and Wikipedia on vulnerable languages, which pertains to technology and language preservation rather than cyberattacks. There is no indication of any malicious activity or cyber incident."
},
{
"tweet": {
"tweet_id": "1970951090850979847",
"text": "Roundtables: The Future of Birth Control https://t.co/q26JUMojTD",
"created_at": "2025-09-24T20:38:53Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses a roundtable on the topic of birth control, which does not relate to cyberattacks. Therefore, the tweet is not talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970938830736744754",
"text": "🛡We are seven days away until #CybersecurityAwarenessMonth kicks off on Oct 1!\nGet ready by downloading this year's toolkit → https://t.co/XKyiIw9m2j https://t.co/WmC70qAQ8h",
"created_at": "2025-09-24T19:50:10Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet is promoting an upcoming Cybersecurity Awareness Month and provides a toolkit for preparation, but it does not mention or discuss any specific cyberattacks."
},
{
"tweet": {
"tweet_id": "1970916615710749172",
"text": "RT @SchoolSafetyGov: Support your schools or districts safety efforts with helpful materials from https://t.co/SgFICFJiW8. Our Communicat…",
"created_at": "2025-09-24T18:21:53Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet does not mention anything related to a cyberattack. It is focused on supporting school safety efforts and providing materials, which are unrelated to cybersecurity or attacks."
},
{
"tweet": {
"tweet_id": "1970910317514506733",
"text": "RT @CISACyber: Calling all OT owners and operators—were hosting a webinar at 2 p.m. ET on Sept. 30 to provide additional insights on our r…",
"created_at": "2025-09-24T17:56:52Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet is about a webinar hosted by CISA regarding insights for OT owners and operators. It does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970835218958622750",
"text": "Subscribers of @nayatelpk experienced a ~90 minute disruption to #Internet connectivity today, due to an outage at an upstream provider. Traffic dropped as much as 57% between ~09:15-10:45 UTC (14:15-15:45 local).\n\nhttps://t.co/tm8MDCBxm0\nhttps://t.co/hx5ptzO3I5 https://t.co/2UEWCsL1nc",
"created_at": "2025-09-24T12:58:27Z",
"username": "CloudflareRadar"
},
"pass": false,
"reasoning": "The tweet discusses an internet connectivity disruption experienced by subscribers of Nayatel due to an outage at an upstream provider. There is no mention of a cyberattack; instead, it specifically attributes the issue to a service outage."
},
{
"tweet": {
"tweet_id": "1970825911902539958",
"text": "The Download: accidental AI relationships, and the future of contraception https://t.co/XJBu6udhDf",
"created_at": "2025-09-24T12:21:28Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet is discussing topics related to AI and contraception, without any indication or mention of a cyberattack."
},
{
"tweet": {
"tweet_id": "1970825700358881444",
"text": "RT @CISACyber: 🚨 A self-replicating worm known as Shai-Hulud has compromised over 500 packages in the worlds largest JavaScript registry n…",
"created_at": "2025-09-24T12:20:37Z",
"username": "CISAgov"
},
"pass": true,
"reasoning": "The tweet discusses a self-replicating worm compromising packages, which indicates a cyber threat or attack on software systems. Therefore, it is indeed talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970791991819514243",
"text": "The AI Hype Index: Cracking the chatbot code https://t.co/ar49ywyGpN",
"created_at": "2025-09-24T10:06:41Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses the AI Hype Index and chatbot technology, which does not indicate a discussion about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970783464984080632",
"text": "Its surprisingly easy to stumble into a relationship with an AI chatbot https://t.co/2gl1YcLbKC",
"created_at": "2025-09-24T09:32:48Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses a relationship with an AI chatbot, which does not indicate any mention of a cyberattack. Therefore, it does not pass."
},
{
"tweet": {
"tweet_id": "1970585939069280316",
"text": "RT @CISACyber: ⚠️@CISAgov issued four NEW & two updated public #ICS advisories. These advisories provide info about current security issues…",
"created_at": "2025-09-23T20:27:54Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet discusses the issuance of advisories related to security issues, but it does not explicitly refer to a cyberattack. The context seems to be about general security advisories rather than a specific incident."
},
{
"tweet": {
"tweet_id": "1970585870924227009",
"text": "We're thrilled to announceSteve Casapullahas been appointed as CISAs Executive Assistant Director for Infrastructure Security. Join us in congratulatingSteveon his newly appointed role as we protect our nations critical infrastructure. https://t.co/xwrAeUeT35",
"created_at": "2025-09-23T20:27:38Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet is announcing a new appointment at CISA related to infrastructure security, but it does not mention a cyberattack or discuss any specific cyber threats. Instead, it focuses on congratulating an individual and promoting the agency's mission."
},
{
"tweet": {
"tweet_id": "1970571059918262349",
"text": "Roundtables: Meet the 2025 Innovator of the Year https://t.co/1ao6tDQrpl",
"created_at": "2025-09-23T19:28:46Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses an event related to innovation in technology, specifically mentioning an award for an innovator of the year. There is no indication or reference to a cyberattack in this content."
},
{
"tweet": {
"tweet_id": "1970564120538947906",
"text": "RT @CISACyber: 🛡We added Google Chrome V8 type confusion vulnerability CVE-2025-10585 to our Known Exploited Vulnerabilities Catalog. Visi…",
"created_at": "2025-09-23T19:01:12Z",
"username": "CISAgov"
},
"pass": true,
"reasoning": "The tweet mentions a vulnerability (CVE-2025-10585) that has been added to a catalog of known exploited vulnerabilities, which implies that it could relate to cyberattacks. The focus on a specific vulnerability suggests concern over potential exploitation, which is a hallmark of discussions about cyberattacks."
},
{
"tweet": {
"tweet_id": "1970494370735353861",
"text": "After a U.S. federal agency detected malicious activity, we launched incident response efforts. Discover key lessons learned and mitigations from this incident. 👉 https://t.co/SlM4hleCKW https://t.co/kHPURNJzeq",
"created_at": "2025-09-23T14:24:02Z",
"username": "CISAgov"
},
"pass": true,
"reasoning": "The tweet mentions \"malicious activity\" detected by a U.S. federal agency, which indicates a potential cyberattack. The mention of \"incident response efforts\" further supports that this tweet is discussing a situation related to cybersecurity."
},
{
"tweet": {
"tweet_id": "1970463484220514383",
"text": "The Download: AIs retracted papers problem https://t.co/v1RJrZ3k6R",
"created_at": "2025-09-23T12:21:18Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses AI and mentions a problem related to retracted papers, which does not indicate that it is about a cyberattack. There is no mention of hacking, security breaches, or related topics."
},
{
"tweet": {
"tweet_id": "1970422703887642664",
"text": "AI models are using material from retracted scientific papers https://t.co/SazK4Xoc23",
"created_at": "2025-09-23T09:39:15Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses AI models using material from retracted scientific papers, which pertains to the integrity of research and academic publications. It does not mention or imply anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970228819211473154",
"text": "RT @CISACyber: 🚨Weve released an Alert on a MySonicWall cloud backup file incident. A malicious actor used brute force to gain access to a…",
"created_at": "2025-09-22T20:48:50Z",
"username": "CISAgov"
},
"pass": true,
"reasoning": "The tweet discusses a cybersecurity incident related to a MySonicWall cloud backup file and mentions a 'malicious actor' who used a brute force attack, which indicates that it is indeed discussing a cyberattack."
},
{
"tweet": {
"tweet_id": "1970226247310709052",
"text": "RT @CISACyber: 📢 Stay informed on the latest vulnerabilities with @CISAgov's Vulnerability Bulletin & gain valuable insights into emerging…",
"created_at": "2025-09-22T20:38:37Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet does not mention a cyberattack explicitly. Instead, it discusses staying informed about vulnerabilities and insights related to cybersecurity, but it does not indicate that a cyberattack is happening or being discussed."
},
{
"tweet": {
"tweet_id": "1970225342594810222",
"text": "RT @fema: Recent tragedies like those at the Catholic Church of Annunciation in MN reinforce our commitment to protecting places of worship…",
"created_at": "2025-09-22T20:35:01Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet discusses commitments to protecting places of worship in the context of recent tragedies, but it does not mention or imply anything related to a cyberattack."
},
{
"tweet": {
"tweet_id": "1970138384271380974",
"text": "RT @SchoolSafetyGov: Emergency planning is a critical element of #SchoolSafety. Follow along this week as we highlight some of the foundati…",
"created_at": "2025-09-22T14:49:28Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet discusses emergency planning related to school safety, but there is no mention or implication of a cyberattack. It focuses on safety measures in schools rather than cybersecurity issues."
},
{
"tweet": {
"tweet_id": "1970138280197771638",
"text": "RT @CISAMarci: Fall into good cyber habits 🍂: \n🔁 Update passwords \n📧 Watch for phishing \n🔄 Install system updates \nStart the season secure.…",
"created_at": "2025-09-22T14:49:04Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet discusses good cyber habits such as updating passwords, being cautious of phishing, and installing system updates. However, it does not specifically mention or imply that a cyberattack is occurring or has occurred. Instead, it encourages proactive measures to prevent potential cyber threats."
},
{
"tweet": {
"tweet_id": "1970123511407526096",
"text": "We conducted a tabletop exercise with @ATLWatershed in preparation for the 2026 FIFA Club World Cup. The exercise tested response and recovery capabilities to a contaminated water supply during the tournament. Together, we can keep critical infrastructure secure. #TeamWatershed https://t.co/qSzKh9fsnv",
"created_at": "2025-09-22T13:50:22Z",
"username": "CISAgov"
},
"pass": false,
"reasoning": "The tweet discusses a tabletop exercise related to preparedness for a contaminated water supply during a major event (the 2026 FIFA Club World Cup). It focuses on response and recovery measures rather than a cyberattack. Therefore, it is not talking about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970105617005072483",
"text": "The Download: the LLM will see you now, and a new fusion power deal https://t.co/FLqzSg6voC",
"created_at": "2025-09-22T12:39:16Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses updates related to technology and a fusion power deal, but does not mention anything about a cyberattack."
},
{
"tweet": {
"tweet_id": "1970089159017513274",
"text": "An oil and gas giant signed a $1 billion deal with Commonwealth Fusion Systems https://t.co/CbT57pphHx",
"created_at": "2025-09-22T11:33:52Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses a business deal involving an oil and gas company and a fusion systems company. It does not mention a cyberattack or any related activities, making it clear that the content is irrelevant to questions about cyberattacks."
},
{
"tweet": {
"tweet_id": "1970055743102386677",
"text": "This medical startup uses LLMs to run appointments and make diagnoses https://t.co/WUe9LAsOOh",
"created_at": "2025-09-22T09:21:05Z",
"username": "techreview"
},
"pass": false,
"reasoning": "The tweet discusses a medical startup using large language models (LLMs) to assist with appointments and diagnoses, which does not suggest any discussion of a cyberattack. The focus is on technology's application in healthcare."
}
],
"count": 102,
"filter_question": "Is this tweet talking about a cyberattack?",
"summarization_question": "Summarize cyberattack news last week",
"summary": "Direct answer\nLast weeks notable cyberattack news centered on: a widespread supply-chain compromise in the JavaScript ecosystem by a selfreplicating worm called ShaiHulud; a cloud backup compromise affecting MySonicWall driven by bruteforce access; addition of a Chrome V8 typeconfusion vulnerability (CVE202510585) to CISAs Known Exploited Vulnerabilities catalog; CISA-led incident response and published lessons after malicious activity at a U.S. federal agency; and ongoing emphasis on community resilience exercises. Key public posts and alerts were shared by @CISAgov and allied CISA accounts highlighting these developments (see linked posts below).\n\nKey themes and topics\n- Supplychain and softwarerepository risk: the ShaiHulud worm that compromised hundreds of JavaScript packages underscores ongoing risks in package registries and the potential for rapid, automated propagation. (See report shared by CISA/CISA Cyber: https://x.com/CISAgov/status/1970825700358881444)\n- Credential/authorization weaknesses and cloud backups: the MySonicWall incident involved bruteforce access to cloud backup files, highlighting weak authentication/passwordmanagement and exposed backup stores as highvalue targets (https://x.com/CISAgov/status/1970228819211473154).\n- Vulnerability tracking and prioritization: CISA added Google Chrome V8 typeconfusion vulnerability CVE202510585 to its Known Exploited Vulnerabilities Catalog, signaling active exploitation or urgent risk and prompting rapid patching and mitigation actions (https://x.com/CISAgov/status/1970564120538947906).\n- Incident response, transparency, and learning: CISA described launching response efforts after a federal agency detected malicious activity and published lessons/mitigations — emphasizing rapid response, interagency coordination, and sharing of defensive guidance (https://x.com/CISAgov/status/1970494370735353861).\n- Community preparedness and resilience: CISA participated in a local Community Resilience Analysis Tabletop Exercise with Minot, ND and Ward County Emergency Management to assess combined physical and cyber response and shortterm recovery (https://x.com/CISAgov/status/1971596067582926986).\n\nNotable patterns and trends\n- Increasing focus on supplychain integrity: automated worms and compromised packages continue to threaten opensource ecosystems, amplifying impact across many downstream projects. The ShaiHulud event fits a growing pattern of package registry abuse.\n- Attackers exploiting weak access controls and automated credential attacks: bruteforce compromises of cloud services/backups remain a recurring vector (MySonicWall incident).\n- Faster operationalization of vulnerability intelligence: CISAs quick addition of CVE202510585 to the KEV catalog shows an emphasis on rapidly prioritizing and communicating vulnerabilities that are known or likely to be exploited.\n- Emphasis on postincident sharing: CISA is leaning on public alerts, catalogs, and published lessons to accelerate defender response and patching across affected communities.\n\nImportant mentions, interactions, and data points\n- ShaiHulud reportedly compromised over 500 packages in the JavaScript registry (reported via CISA/CISA Cyber repost) — a large-scale, supplychain impact (https://x.com/CISAgov/status/1970825700358881444).\n- CVE202510585 (Google Chrome V8 type confusion) was added to CISAs Known Exploited Vulnerabilities Catalog; inclusion typically signals active exploitation or severe risk requiring immediate mitigation (https://x.com/CISAgov/status/1970564120538947906).\n- MySonicWall cloud backup incident involved a malicious actor using bruteforce to gain access to backup files — incident led to a CISA alert with recommended mitigations (https://x.com/CISAgov/status/1970228819211473154).\n- CISA launched incident response after malicious activity at a U.S. federal agency and published lessons learned and mitigations — an important example of federal-level detection, response, and public guidance (https://x.com/CISAgov/status/1970494370735353861).\n- CISA engaged with local partners in a Community Resilience Analysis Tabletop Exercise examining combined physical and cyber impacts and shortterm recovery (https://x.com/CISAgov/status/1971596067582926986).\n\nSignificant events (each summarized)\n- ShaiHulud worm compromising JavaScript packages: A selfreplicating worm known as ShaiHulud compromised more than 500 packages in the worlds largest JavaScript registry, demonstrating how quickly supplychain malware can spread and contaminate many downstream projects. This event heightens urgency for packagesecurity measures (signing, provenance, stricter publishing controls) and for maintainers to audit dependencies (https://x.com/CISAgov/status/1970825700358881444).\n\n- MySonicWall cloud backup file incident: CISA/CISA Cyber released an alert after a malicious actor used bruteforce techniques to access MySonicWall cloud backup files. The incident highlights the need for robust password policies, multifactor authentication, monitoring for unauthorized access, and secure handling of backups; CISA provided mitigations and guidance (https://x.com/CISAgov/status/1970228819211473154).\n\n- CVE202510585 added to CISAs KEV catalog (Chrome V8): CISA added a Google Chrome V8 typeconfusion vulnerability (CVE202510585) to its Known Exploited Vulnerabilities Catalog. Inclusion signals active or imminent exploitation and typically prompts emergency patching and mitigation priorities for organizations using affected Chrome versions (https://x.com/CISAgov/status/1970564120538947906).\n\n- CISA incident response & published lessons after federal agency detection: After a U.S. federal agency detected malicious activity, CISA launched incident response efforts, documented lessons learned, and published mitigations. This public sharing demonstrates federal emphasis on rapid containment, interagency coordination, and postincident learning to help other organizations defend against similar threats (https://x.com/CISAgov/status/1970494370735353861).\n\nOther notable activity\n- Community resilience tabletop exercise in Minot, ND: CISA participated in and thanked local partners for hosting a Community Resilience Analysis Tabletop Exercise to assess joint response plans and shortterm recovery for incidents with both physical and cyber impacts — signaling continued investment in local preparedness and wholecommunity coordination (https://x.com/CISAgov/status/1971596067582926986).\n\nBottom line\nLast week reinforced three practical takeaways: 1) protect the software supply chain and monitor dependencies for malicious changes; 2) harden authentication and backup access to prevent bruteforce and credentialbased intrusions; and 3) promptly apply patches/mitigations for vulnerabilities flagged as actively exploited (as reflected by CISA KEV listings), while leveraging shared incidentresponse lessons and local preparedness exercises to improve resilience.\n\nSources\n- ShaiHulud supplychain compromise (CISA repost): https://x.com/CISAgov/status/1970825700358881444\n- CVE202510585 added to KEV: https://x.com/CISAgov/status/1970564120538947906\n- MySonicWall cloud backup alert: https://x.com/CISAgov/status/1970228819211473154\n- CISA incident response and lessons: https://x.com/CISAgov/status/1970494370735353861\n- Community Resilience Tabletop Exercise (Minot, ND): https://x.com/CISAgov/status/1971596067582926986"
},
"completed_at": "2025-09-26T23:05:11.988979Z",
"processing_time_seconds": 52
}
}