{"id":49037,"date":"2026-04-23T15:32:38","date_gmt":"2026-04-23T15:32:38","guid":{"rendered":"http:\/\/localhost\/?p=49037"},"modified":"2026-04-23T15:32:38","modified_gmt":"2026-04-23T15:32:38","slug":"it-pays-to-be-a-forever-student","status":"publish","type":"post","link":"https:\/\/zero.redgem.net\/?p=49037","title":{"rendered":"It pays to be a forever student_TALOSBLOG:37626DB3D54DA5077DBD5367A84E118F"},"content":{"rendered":"<p>{&#8220;lastseen&#8221;:&#8221;2026-04-23T20:05:08&#8243;,&#8221;description&#8221;:&#8221;![It pays to be a forever student](https:\/\/storage.ghost.io\/c\/af\/a0\/afa04ee3-414f-4481-8d23-7e7c146f192e\/content\/images\/2026\/04\/threat_source-3.jpg)\\n\\nWelcome to this week&#8217;s edition of the Threat Source newsletter.\\n\\nIf I haven&#8217;t said it in a newsletter before, I&#8217;ll say it now: If you want to be good at cybersecurity, be a forever student. Cultivating and feeding your desire to know how things work is one of the key ingredients to being a hacker. It&#8217;s not always about understanding the micro details, but the macro of how systems work. And not just computers or software or networking systems &#8212; those are ecosystems we&#8217;re usually quite familiar with &#8212; but what about economics? agriculture? material sciences? human behavior? music and art? Do any of those carry any value into this profession?\\n\\nThey damn sure do. Many, many times I have had to branch my technical research into domains that arbitrarily seem to provide no immediate value for technical problems. Learning how maritime insurance fraud works was interesting to me &#8212; and a short time later, led to cyber insurance and understanding how risk guides security investment in massive companies. Understanding international agriculture helped me research threat actor targeting and ransomware cartel victimology.\\n\\nOne of the topics I&#8217;ve been researching heavily lately is economics, specifically industrial organization. It&#8217;s a branch of economics that studies how companies structure production, how markets form around them, and how costs operate at scale. For me, the natural target of my curiosity was Ford Motor Company. Henry Ford didn&#8217;t invent the car or the assembly line, but he was darn sure able to build and scale car production in a way that set the standard for all others in that space to emulate. I&#8217;ve learned about fixed vs. variable costs, how artisans had their knowledge crystalized within the assembly line process, and how and how amortized costs drove down prices, allowing the Ford Model T to exceed 900,000 units annually by the early 1920s. By that time, more than half of the registered automobiles in the world were Fords. Not half of American cars,  _half of all cars on Earth._\\n\\nSo what? Well, what took Ford Motor Company 17 years to achieve in cost and ceiling reductions, the AI industry has done in 2.5 years. The rapid and massive influx of investments, fierce competition, and available compute has shown what industrial organization means in a world where AI now almost permeates everything we see and touch. What does this mean for AI replacing jobs? Are we the artisans who move to the frontier of security? What does this mean for enabling threat actors who can move up a step to threatening others with tools developed using an AI corpus already trained on security? There are lots of questions, and to be honest, the future isn&#8217;t clear here. One thing is for certain: We can look to the past to understand the future. Henry Ford said it best: \\&#8221;Progress happens when all the factors that make for it are ready, and then it is inevitable.\\&#8221;\\n\\nAs much as we tend to be myopic as security professionals and focus on our tradecraft, we are all part of a series of interconnected systems that lets humanity function. Learning those systems &#8212; their quirks, their limitations, and their vulnerabilities &#8212; makes you a better hacker. Stay curious, friends.\\n\\n## The one big thing\\n\\nCisco Talos Incident Response (Talos IR) is sharing  _Q1 2026 incident response trends_. Phishing has officially reclaimed its crown as the top initial access vector. In a notable first, responders observed adversaries leveraging Softr, an AI-powered web development tool, to rapidly generate credential-harvesting pages. Meanwhile, actual ransomware deployments hit absolute zero this quarter thanks to swift mitigation by Talos IR, though pre-ransomware activity accounted for 18% of engagements this quarter.\\n\\n### Why do I care?\\n\\nThe barrier to entry for cybercriminals is plummeting, and they are increasingly using our own tools against us. The use of AI platforms to spin up phishing infrastructure means even unsophisticated actors can launch high-speed, code-free attacks. Furthermore, threat actors are abusing legitimate developer tools like TruffleHog and native cloud APIs to quietly hunt for exposed secrets, making detection incredibly difficult for defenders already struggling with logging gaps.\\n\\n### So now what?\\n\\nIt&#8217;s time to get back to basics and lock down your perimeter. Organizations must implement properly configured multi-factor authentication (MFA), specifically restricting self-service enrollment to stop attackers from registering new devices. Defenders also need to prioritize robust patch management and ensure centralized logging via a SIEM is in place so forensic evidence remains intact. Read the  _full blog_ for a deeper dive into this quarter&#8217;s trends and adversary tactics.\\n\\n## Top security headlines of the week\\n\\n**Third U.S.** **security** **expert** **admits** **helping** **ransomware** **gang**   \\nAccording to the Justice Department, Martino abused his role as a ransomware negotiator for five companies by providing the BlackCat\/Alphv cybercrime group with information useful in negotiating a ransom payment. (_SecurityWeek_)\\n\\n**22** **BRIDGE:BREAK** **flaws expose thousands of** **Lantronix** **and Silex serial-to-IP converters**   \\nSuccessful exploitation of the flaws could allow attackers to disrupt serial communications with field assets, conduct lateral movement, and tamper with sensor values or modify actuator behavior. (_The Hacker News_)\\n\\n**How hackers \\&#8221;trojan-horsed\\&#8221; QEMU virtual machines to bypass security and drop ransomware**   \\nIn recent incidents, attackers used QEMU, an open-source machine emulator and virtualizer, to run hidden environments where malicious activity remained largely invisible to endpoint defenses and left minimal evidence on the host system. (_TechRadar_)\\n\\n**Mastodon says its flagship server was hit by a DDoS attack**   \\nThe cyber attack targeting Mastodon comes days after Bluesky, another decentralized social network, resolved much of its days-long outagesfollowing a lengthy DDoS attack. (_TechCrunch_)\\n\\n**Exploits turn Windows Defender into attacker tool**   \\nThreat actors are using three publicly available proof-of-concept exploits (two are unpatched) to attack Microsoft Defender and turn the security platform&#8217;s primary cleanup and protection functions against organizations it is designed to protect. (_Dark Reading_)\\n\\n## Can&#8217;t get enough Talos?\\n\\n** _Bad Apples: Weaponizing native macOS primitives for movement and execution_**   \\nTalos documented several macOS living-off-the-land (LOTL) techniques, demonstrating that native pathways for movement and execution remain accessible to those who understand the underlying architecture.\\n\\n** _AI phishing, fake CAPTCHA, and real-world cyber threat trends_**   \\nThe Talos team breaks down findings from Q1 2026 &#8212; including phishing returning as the top initial access vector, and how attackers are using AI tools to build credential harvesting campaigns in almost no time at all.\\n\\n** _UAT-4356 &#8216;s targeting of Cisco Firepower devices_******   \\nUAT-4356 exploited n-day vulnerabilities (CVE-2025-20333 and CVE-2025-20362) to gain unauthorized access to vulnerable devices, where the threat actor deployed their custom-built backdoor dubbed \\&#8221;FIRESTARTER.\\&#8221;\\n\\n## Upcoming events where you can find Talos\\n\\n  *  _PIVOTcon_ (May 6 &#8211; 8) Malaga, Spain\\n  *  _OffensiveCon_ (May 15 &#8211; 16) Berlin, Germany\\n  *  _Cisco Live U.S._ (May 31 &#8211; June 4) Las Vegas, Nevada\\n\\n\\n\\n## Most prevalent malware files from Talos telemetry over the past week\\n\\n**SHA256: 9f1f11a708d393e0a4109ae189bc64f1f3e312653dcf317a2bd406f18ffcc507**   \\nMD5: 2915b3f8b703eb744fc54c81f4a9c67f   \\nTalos Rep:  _https:\/\/talosintelligence.com\/talos_file_reputation?s=9f1f11a708d393e0a4109ae189bc64f1f3e312653dcf317a2bd406f18ffcc507_   \\nExample Filename: VID001.exe   \\nDetection Name: Win.Worm.Coinminer::1201\\n\\n**SHA256: 96fa6a7714670823c83099ea01d24d6d3ae8fef027f01a4ddac14f123b1c9974**   \\nMD5: aac3165ece2959f39ff98334618d10d9   \\nTalos Rep:  _https:\/\/talosintelligence.com\/talos_file_reputation?s=96fa6a7714670823c83099ea01d24d6d3ae8fef027f01a4ddac14f123b1c9974_   \\nExample Filename: d4aa3e7010220ad1b458fac17039c274_63_Exe.exe   \\nDetection Name: W32.Injector:Gen.21ie.1201\\n\\n**SHA256: 90b1456cdbe6bc2779ea0b4736ed9a998a71ae37390331b6ba87e389a49d3d59**   \\nMD5: c2efb2dcacba6d3ccc175b6ce1b7ed0a   \\nTalos Rep:  _https:\/\/talosintelligence.com\/talos_file_reputation?s=90b1456cdbe6bc2779ea0b4736ed9a998a71ae37390331b6ba87e389a49d3d59_   \\nExample Filename: APQ9305.dll   \\nDetection Name: Auto.90B145.282358.in02\\n\\n**SHA256: 5e6060df7e8114cb7b412260870efd1dc05979454bd907d8750c669ae6fcbcfe**   \\nMD5: a2cf85d22a54e26794cbc7be16840bb1   \\nTalos Rep:  _https:\/\/talosintelligence.com\/talos_file_reputation?s=5e6060df7e8114cb7b412260870efd1dc05979454bd907d8750c669ae6fcbcfe_   \\nExample Filename: a2cf85d22a54e26794cbc7be16840bb1.exe   \\nDetection Name: W32.5E6060DF7E-100.SBX.TG\\n\\n**SHA256: 3c1dbc3f56e91cc79f0014850e773a7f12bbfef06680f08f883b2bf12873eccc**   \\nMD5: d749e0f8f2cd4e14178a787571534121   \\nTalos Rep:  _https:\/\/talosintelligence.com\/talos_file_reputation?s=3c1dbc3f56e91cc79f0014850e773a7f12bbfef06680f08f883b2bf12873eccc_   \\nExample Filename: KitchenCanvas_753447.exe   \\nDetection Name: W32.3C1DBC3F56-90.SBX.TG&#8221;,&#8221;published&#8221;:&#8221;2026-04-23T18:00:22&#8243;,&#8221;modified&#8221;:&#8221;2026-04-23T18:00:22&#8243;,&#8221;type&#8221;:&#8221;talosblog&#8221;,&#8221;title&#8221;:&#8221;It pays to be a forever student&#8221;,&#8221;source&#8221;:&#8221;&#8221;,&#8221;references&#8221;:&#8221;&#8221;,&#8221;id&#8221;:&#8221;TALOSBLOG:37626DB3D54DA5077DBD5367A84E118F&#8221;,&#8221;bulletinFamily&#8221;:&#8221;blog&#8221;,&#8221;cwe&#8221;:null,&#8221;cvelist&#8221;:[&#8220;CVE-2025-20333&#8243;,&#8221;CVE-2025-20362&#8243;],&#8221;sourceData&#8221;:&#8221;&#8221;,&#8221;sourceHref&#8221;:&#8221;&#8221;,&#8221;cvss&#8221;:{&#8220;score&#8221;:9.9,&#8221;severity&#8221;:&#8221;CRITICAL&#8221;,&#8221;vector&#8221;:&#8221;CVSS:3.1\/AV:N\/AC:L\/PR:L\/UI:N\/S:C\/C:H\/I:H\/A:H&#8221;,&#8221;version&#8221;:&#8221;3.1&#8243;},&#8221;cvss2&#8243;:{},&#8221;cvss3&#8243;:{&#8220;version&#8221;:&#8221;&#8221;,&#8221;vectorString&#8221;:&#8221;&#8221;,&#8221;baseScore&#8221;:0,&#8221;baseSeverity&#8221;:&#8221;&#8221;,&#8221;attackVector&#8221;:&#8221;&#8221;,&#8221;attackComplexity&#8221;:&#8221;&#8221;,&#8221;privilegesRequired&#8221;:&#8221;&#8221;,&#8221;userInteraction&#8221;:&#8221;&#8221;,&#8221;scope&#8221;:&#8221;&#8221;,&#8221;confidentialityImpact&#8221;:&#8221;&#8221;,&#8221;integrityImpact&#8221;:&#8221;&#8221;,&#8221;availabilityImpact&#8221;:&#8221;&#8221;,&#8221;cvssV3&#8243;:{&#8220;version&#8221;:&#8221;&#8221;,&#8221;vectorString&#8221;:&#8221;&#8221;,&#8221;baseScore&#8221;:0,&#8221;baseSeverity&#8221;:&#8221;&#8221;,&#8221;attackVector&#8221;:&#8221;&#8221;,&#8221;attackComplexity&#8221;:&#8221;&#8221;,&#8221;privilegesRequired&#8221;:&#8221;&#8221;,&#8221;userInteraction&#8221;:&#8221;&#8221;,&#8221;scope&#8221;:&#8221;&#8221;,&#8221;confidentialityImpact&#8221;:&#8221;&#8221;,&#8221;integrityImpact&#8221;:&#8221;&#8221;,&#8221;availabilityImpact&#8221;:&#8221;&#8221;}},&#8221;href&#8221;:&#8221;https:\/\/blog.talosintelligence.com\/it-pays-to-be-a-forever-student\/&#8221;,&#8221;category_name&#8221;:&#8221;News&#8221;,&#8221;post_link&#8221;:&#8221;&#8221;,&#8221;product&#8221;:&#8221;&#8221;,&#8221;version&#8221;:&#8221;&#8221;,&#8221;vendor&#8221;:&#8221;&#8221;,&#8221;ai_description&#8221;:&#8221;&#8221;,&#8221;ai_severity&#8221;:&#8221;&#8221;,&#8221;ai_vendor&#8221;:&#8221;&#8221;,&#8221;ai_product&#8221;:&#8221;&#8221;,&#8221;ai_version&#8221;:&#8221;&#8221;,&#8221;ai_score&#8221;:0}<\/p>\n","protected":false},"excerpt":{"rendered":"<p>{&#8220;lastseen&#8221;:&#8221;2026-04-23T20:05:08&#8243;,&#8221;description&#8221;:&#8221;![It pays to be a forever student](https:\/\/storage.ghost.io\/c\/af\/a0\/afa04ee3-414f-4481-8d23-7e7c146f192e\/content\/images\/2026\/04\/threat_source-3.jpg)\\n\\nWelcome to this week&#8217;s edition of the Threat Source newsletter.\\n\\nIf I haven&#8217;t said it in a newsletter before, I&#8217;ll&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[9,6,8,45,12,13,7,69,11,5],"class_list":["post-49037","post","type-post","status-publish","format-standard","hentry","category-category_news","tag-critical","tag-cve","tag-cvss","tag-cvss-99","tag-exploit","tag-news","tag-security","tag-talosblog","tag-tapic","tag-vulnerability"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>It pays to be a forever student_TALOSBLOG:37626DB3D54DA5077DBD5367A84E118F - zero redgem<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/zero.redgem.net\/?p=49037\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"It pays to be a forever student_TALOSBLOG:37626DB3D54DA5077DBD5367A84E118F - zero redgem\" \/>\n<meta property=\"og:description\" content=\"{&#8220;lastseen&#8221;:&#8221;2026-04-23T20:05:08&#8243;,&#8221;description&#8221;:&#8221;![It pays to be a forever student](https:\/\/storage.ghost.io\/c\/af\/a0\/afa04ee3-414f-4481-8d23-7e7c146f192e\/content\/images\/2026\/04\/threat_source-3.jpg)nnWelcome to this week&#8217;s edition of the Threat Source newsletter.nnIf I haven&#8217;t said it in a newsletter before, I&#8217;ll...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zero.redgem.net\/?p=49037\" \/>\n<meta property=\"og:site_name\" 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