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Thinking Fast and Slow in the SOC: The Case for Combining Autonomous AI with Analyst Copilots

Thinking Fast and Slow in the SOC: The Case for Combining Autonomous AI with Analyst Copilots

Jul 13, 2026 Artificial Intelligence / Security Operations
A few days ago, I was sitting with the CISO of a Fortune 50 company, walking through how his security team was thinking about AI agents in the SOC. Smart team. Serious program. They had already connected Claude to a few detection tools and were seeing real value in specific investigations. But as we mapped out the broader architecture, something kept nagging at me. The design they were building was going to work beautifully for a tiny percentage of alerts that genuinely needed deep human judgment. It was going to completely ignore the rest. On the flight home, I picked up a book I had not touched in a few years. Daniel Kahneman's Thinking, Fast and Slow. Kahneman is one of the rare people who genuinely changed how we understand human decision-making. He spent his career as a psychologist studying how people actually think, as opposed to how economists assumed they did. In 2002, he won the Nobel Prize in Economics, which tells you something about how far his work traveled beyond ...
Attacker Uses Suspected AI-Generated PowerShell Script to Map Active Directory

Attacker Uses Suspected AI-Generated PowerShell Script to Map Active Directory

Jul 13, 2026 Artificial Intelligence / Threat Intelligence
Cybersecurity researchers have flagged an intrusion in which an unknown threat actor leveraged a vibe-coded PowerShell script for Active Directory (AD) enumeration. "The script looked for the Domain Controller (DC) and mapped users, computers, and domains, before creating a directory and exporting out a number of files, and finally creating AD_Report.html to measure the success of the enumeration attempt," Huntress researchers Jevon Ang and Dray Agha said . The attack chain involved the threat actor establishing Remote Desktop Protocol (RDP) access onto a domain-joined Windows Server with a set of pre-compromised credentials, followed by staging the tools in the "C:\ProgramData\" folder. The incident took place in early June 2026. This included an artificial intelligence (AI)-generated payload to map the Active Directory environment. The assessment is based on various telltale signs, such as the prompt iteration title, placeholder strings, over-engineered cod...
Misconfigured Server Reveals Three Evilginx Phishing Operations Targeting Microsoft 365

Misconfigured Server Reveals Three Evilginx Phishing Operations Targeting Microsoft 365

Jul 13, 2026 Identity Security / Threat Intelligence
An attacker running a live Microsoft 365 phishing operation left a Python web server listening on a public port with directory listing switched on. The command that did it:  python3 -m http.server 8080 , was still sitting in the readable  .bash_history . From that one lapse, French security firm  Lexfo  lifted the operator's entire toolkit and pivoted through it to two more phishing operators, three campaigns in all. Each ran a custom fork of the open-source Evilginx proxy , cloned from public GitHub. The largest of the three had been running for more than a year, its victims overwhelmingly corporate mailboxes. The three got past MFA in two mechanically different ways, one by proxying the live login , one by abusing a legitimate Microsoft sign-in flow. The two need different defenses, which is the part that matters most if you run Microsoft 365. Directory listing on a working attack server is close to a full confession. The listing exposed phishing conf...
cyber security

AI Is Flooding Security with Bugs Nobody Proved

websiteSANSVulnerability / Artificial intelligence
Stephen Sims on why unproven AI findings pile up as a triage burden. Read the full SANS blog.
cyber security

Exploit Time Just Dropped From 30 Days to 30 Minutes

websiteRecoAI Security / SaaS Security
Download the 11-step checklist CISOs use to close exposure windows first.
iCagenda and Balbooa Forms Joomla Flaws Reportedly Exploited as Zero-Days

iCagenda and Balbooa Forms Joomla Flaws Reportedly Exploited as Zero-Days

Jul 13, 2026 Vulnerability / Web Security
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added two maximum-severity security flaws impacting iCagenda and Balbooa extensions for Joomla to its Known Exploited Vulnerabilities ( KEV ) catalog, following reports of zero-day exploitation in the wild. The vulnerabilities, both rated 10.0 on the CVSS scoring system, are below - CVE-2026-48939 - A vulnerability in the iCagenda extension for Joomla that allows the upload of arbitrary files via the file attachment feature, leading to PHP code upload and execution. CVE-2026-56291 - A vulnerability in the Balbooa Forms extension for Joomla that allows the upload of arbitrary files, leading to remote code execution. According to mySites.guru, a cloud-based dashboard service for managing WordPress and Joomla websites, CVE-2026-48939 is said to have been exploited as a zero-day since June 15, 2026, in automated attacks aimed at Joomla sites on which iCagenda is installed. It resides in the "Submit an...
Compromised jscrambler 8.14.0 npm Release Drops Rust Infostealer During Install

Compromised jscrambler 8.14.0 npm Release Drops Rust Infostealer During Install

Jul 11, 2026 Software Supply Chain / Malware
The jscrambler npm package was compromised, and simply installing its 8.14.0 release runs an infostealer on your machine. Published on July 11, 2026, the malicious version carries a preinstall hook that drops and executes a native binary, one build each for Windows, macOS, and Linux. Socket flagged the release  six minutes after it was published . If you or one of your build systems pulled it in that window, the payload has already run with whatever access your install process had. None of this is in the prior release, 8.13.0.  The package diff  shows two new files under dist/: setup.js, a small loader, and intro.js. Despite the name, intro.js is not JavaScript but a roughly 7.8MB container packing three gzip-compressed native binaries, one each for Linux, Windows, and macOS. On install, setup.js picks the binary for the host operating system, writes it under a random name in the system temp directory...
Hackers Weaponize Balochistan Police Portal in Multi-Group Espionage Campaigns

Hackers Weaponize Balochistan Police Portal in Multi-Group Espionage Campaigns

Jul 11, 2026 Threat Intelligence / Cyber Espionage
Cybersecurity researchers have disclosed details of sustained cyber espionage activity against several Pakistani law enforcement organizations undertaken by suspected China- and India-aligned threat actors between February 2024 and April 2026. "At Balochistan Police, the compromised assets included servers hosting web applications that manage police and citizen data, such as criminal and biometric records," Aleksandar Milenkoski, principal threat researcher at SentinelOne SentinelLABS, said in a report published this week. The activity targeted network appliances and servers hosting web applications that manage biometric records, hotel and tenant registrations linked to national identity records, criminal case files, and personnel records. The China-nexus threat actor is also said to have compromised one of these web applications to deploy a custom implant masquerading as a portal update. The application in question, named Complaint Management System (CMS), serves pol...
Critical Zimbra Flaw Could Let Crafted Emails Run Malicious Code in User Sessions

Critical Zimbra Flaw Could Let Crafted Emails Run Malicious Code in User Sessions

Jul 11, 2026 Vulnerability / Email Security
Zimbra is urging customers to apply updates to address a critical security vulnerability impacting the Classic Web Client that could result in arbitrary code execution. The vulnerability has been described as a case of stored cross-site scripting (XSS) that could allow specially crafted emails to execute malicious scripts in a user's session. It has yet to be assigned a CVE identifier. "The update fixes a security issue in the Classic Web Client where a specially crafted email could run malicious code when the email is opened," Zimbra said . "If exploited, it could allow access to mailbox information, session data, or account settings." XSS vulnerabilities occur when an application includes untrusted data in a web page without proper validation or escaping. This allows attackers to inject and execute malicious JavaScript in victims' browsers, which can result in session hijacking, credential theft, and account compromise. Stored XSS, or persistent ...
URGENT - Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers Over Security Threat

URGENT - Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers Over Security Threat

Jul 10, 2026 Enterprise Security / Security Incident
Progress Software has told ShareFile customers to shut down the Windows servers running their Storage Zone Controllers, confirming to The Hacker News that it is responding to a "credible external security threat." The company has temporarily disabled access to the affected accounts, a step it says it took "out of an abundance of caution" while it works with internal and external security experts. It says it has no indication of unauthorized access to any ShareFile accounts or data, and that it notified customers after learning of the threat. What Progress has not said is what the threat is or who is behind it. The order became public when a customer posted the company's email to Reddit's  r/sysadmin  on July 10. Progress  confirmed the disruption on its status page, listing Storage Zone Controller customers as "not operational" and the incident as under investigation as of a 12:12 p.m. EDT update. Only the Storage Zone Controller is af...
Injective Labs GitHub Compromise Pushes Wallet-Key-Stealing npm Packages

Injective Labs GitHub Compromise Pushes Wallet-Key-Stealing npm Packages

Jul 10, 2026 Software Supply Chain / Malware
Unknown threat actors compromised the Injective Labs SDK project's GitHub repository and leveraged it to publish a malicious package on the npm registry to steal cryptocurrency wallet private keys and mnemonic seed phrases. The compromised version, @injectivelabs/sdk-ts@1.20.21 , came embedded with fake telemetry functionality that exfiltrated data from cryptocurrency wallets. The version was released on July 8, 2026, but has since been deprecated on the registry. That said, the release artifacts belonging to the compromised version are still available for download from GitHub as of writing. "The malicious functionality was introduced to the project's official GitHub repository through commits submitted by a GitHub account belonging to a developer with an established history of contributions to the repository," Socket said . The software supply chain security firm said the threat actor behind the attack also published version 1.20.21 across 17 additional @inj...
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