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Google Launches Gemini 3.5 Flash Cyber AI to Find and Fix Software Vulnerabilities

Google Launches Gemini 3.5 Flash Cyber AI to Find and Fix Software Vulnerabilities

Jul 21, 2026 Software Security / Artificial Intelligence
Google's DeepMind on Tuesday announced the release of Gemini 3.5 Flash Cyber , a specialized artificial intelligence (AI) model built atop 3.5 Flash that's designed to discover, validate, and patch vulnerabilities quickly and efficiently. According to the tech giant, the model will be exclusively available to governments and trusted partners via CodeMender as part of a limited-access pilot program. CodeMender is an AI-powered agent for vulnerability discovery and patching that was unveiled by the company in October 2025. A Google DeepMind spokesperson told The Hacker News that there are plans to extend the model's capabilities to include red-teaming features and end-to-end enterprise defense. The lightweight model, per DeepMind, is both cost-efficient and highly capable alternative to large, costly cybersecurity-focused models. CodeMender can call upon 3.5 Flash Cyber "multiple times at high speed and low cost," allowing the AI agent to scan more code path...
N-day is Becoming N-Hour. Patching Faster Won't Save You.

N-day is Becoming N-Hour. Patching Faster Won't Save You.

Jul 21, 2026 Artificial Intelligence / Browser Security
Every patch is a confession. The moment a vendor ships a security fix, the diff between the old code and the new code tells anyone watching exactly what was broken and where. Turn that diff back into a working exploit, and you can hit every system that hasn't updated yet. This is N-day exploitation, and it's always been a race: the vendor patches, the clock starts, and defenders try to deploy before an attacker finishes reverse-engineering the fix. For the last thirty-odd years, defenders usually won that race. Reverse-engineering a patch into a reliable exploit was slow, specialized work - usually requiring weeks of expert-level effort. Historically, the gap between a patch and a working public exploit spanned weeks, often months. The traditional playbook assumed you had at least a few weeks. You don't anymore. Not even close. Reverse-engineering a patch used to take weeks. Mythos does it in an hour. Anthropic's red team measured exactly that. Given not...
⚡ Weekly Recap: WordPress RCE, SonicWall 0-Days, AI Service Attacks, SharePoint 0-Day and More

⚡ Weekly Recap: WordPress RCE, SonicWall 0-Days, AI Service Attacks, SharePoint 0-Day and More

Jul 20, 2026 Cybersecurity / Hacking
A single request should not be able to do this much. But this week, small inputs led to code execution, memory loss, stolen keys, and disabled security tools. The paths were often simple: exposed systems, weak checks, old drivers, fake prompts, and public code used for malware delivery. Some bugs were new. Others were already being used before defenders had time to patch. Here is the full recap of what broke, what was exploited, and what needs attention now. ⚡ Threat of the Week New wp2shell WordPress Core Flaw Lets Unauthenticated Attackers Run Code - Searchlight Cyber disclosed a pre-authenticated remote code execution vulnerability in WordPress Core that can be exploited anonymously on a standard WordPress installation, without requiring any plugins or other special conditions. It is a combination of CVE-2026-63030 (REST API batch-route confusion) and CVE-2026-60137 (SQL injection in WordPress core) that can be chained to turn an anonymous request into code execution. wa...
cyber security

Agentic AI Runs Recon, Phishing, and Malware Without a Human

websiteSANSAI Security / Offensive AI
Foster Nethercott explains how, then SANS SEC535 teaches the tradecraft. GOAA cert path.
cyber security

Webinar: The State of Shadow AI in 2026 (And How Attackers Are Taking Advantage)

websitePush SecurityShadow AI / SaaS Security
AI adoption has exploded, but every new app, integration and extension introduces new threats and risks.
ACR Stealer Uses ClickFix Lures to Steal Browser Tokens and Microsoft 365 Files

ACR Stealer Uses ClickFix Lures to Steal Browser Tokens and Microsoft 365 Files

Jul 17, 2026 Malware / Windows Security
ACR Stealer , an infostealer in circulation since 2024, is walking out of enterprise networks with saved browser passwords, live session tokens, PDFs, Microsoft 365 documents, and files from synced OneDrive and SharePoint folders. It gets in because someone pasted a command into a Run box and pressed Enter. Microsoft laid out two of the delivery chains on Thursday. Its Defender Experts team, the company's managed detection arm, had watched ACR Stealer activity climb across customer environments from late April to mid-June, and says the campaigns are "successfully using ClickFix lures to steal browser credentials, authentication tokens, and sensitive documents." Both chains open with the same prompt, then split: one leaves traces on disk, the other runs almost entirely in memory. Microsoft's remediation guidance tells victims to revoke tokens, not just rotate passwords. A payload in the pixels The prompt likely arrives through malvertising or SEO-manipulated...
New TELEPUZ Malware Spreads via ClickFix to Steal Data and Run Commands

New TELEPUZ Malware Spreads via ClickFix to Steal Data and Run Commands

Jul 16, 2026 Cybercrime / Endpoint Security
Cybersecurity researchers have called attention to a new modular malware called TELEPUZ that's been spreading via websites infected with ClickFix lures since late April 2026. "The malware is full-featured, lightweight, and modular," Elastic Security Labs researcher Cyril François said in a technical report. "While the number of C2 [command-and-control] domains is currently small, the daily volume of builds uploaded to VirusTotal and the rapid pace of updates indicate active development and likely further growth." The disclosure makes it the second new threat cluster after SCMBANKER to be propagated via ClickFix , a pervasive social engineering attack that tricks users into manually running malicious commands by disguising them as innocent fixes for fake browser errors, software updates, or CAPTCHA verifications. Underpinning the technique is an approach called clipboard hijacking. Because web pages using ClickFix inject malicious script or commands i...
New ClickLock macOS Stealer Kills Apps Every 210ms Until Victims Type Their Password

New ClickLock macOS Stealer Kills Apps Every 210ms Until Victims Type Their Password

Jul 16, 2026 Malware / Cryptocurrency
ClickLock Stealer , a new macOS infostealer, answers a victim's refusal by killing their apps on a loop until they hand over the login password. It arrives as a command pasted into Terminal, asks for the password behind a fake system dialog, and when the victim cancels, installs two LaunchAgents and quietly exits. At the next login, Finder, the Dock, Spotlight, Terminal, Activity Monitor, and the major browsers start dying every 210 milliseconds, for up to 83 hours, leaving one password box on a dead desktop. Type it, and the machine gives up the Keychain, the browser credentials, and the crypto wallets. Group-IB's telemetry counts at least 100 targets across 33 countries since May, over half of them in Europe. Its analysts assume from the code structure that the malware is still under development. Uploaded to VirusTotal on June 9, the orchestrator script had  zero detections  there when Group-IB analyzed it. And the analysts never found the front door. They have the ...
New Agent Data Injection Attack Can Make AI Agents Misclick or Run Attacker Commands

New Agent Data Injection Attack Can Make AI Agents Misclick or Run Attacker Commands

Jul 16, 2026 AI Security / Developer Security
Ask an AI agent to summarize the reviews on a product page, and a single planted review can make it click "Buy Now" instead. Ask a coding assistant to apply a maintainer's fix from a GitHub thread, and a fake comment can make it run a stranger's command on your computer. Neither trick hijacks the agent's task. Each one just corrupts the facts it trusts and lets it carry on with the job you asked for. That is the shape of a new class of attack laid out in a  paper posted July 6  by researchers from Seoul National University, the University of Illinois Urbana-Champaign, and Largosoft. They call it agent data injection , or ADI. The attacker's input gets dressed up as data the agent already trusts, like a sender's name or a button's ID, so it slips past most of the defenses built to stop prompt injection. The gap comes from how an agent reads. It takes in two kinds of things: instructions, meaning what you and the app's developer tell it to d...
OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps

OkoBot Malware Framework Injects Seed Phrase Phishing Into Ledger and Trezor Apps

Jul 15, 2026 Endpoint Security / Malware
A malware framework called OkoBot has been running on Windows machines since April 2025, and one of its modules is built to con hardware wallet owners out of their recovery phrase. On an infected PC, the request comes from inside the wallet's own desktop software. Sometimes it waits until you plug the device in first. The page is malicious. The app around it is the real one you installed, and the phrase is the wallet. Kaspersky's GReAT team  published the teardown  on Wednesday, counting hundreds of victims in its telemetry across more than 25 countries. The largest share of attacked users is in Brazil, Vietnam, Canada, Mexico, and Türkiye. How many of them typed a phrase in, the report does not say. OkoBot carries more than 20 payloads and implants and was still active as of the July 15 report. SeedHunter Waits for the Device SeedHunter is the OkoBot module that steals the phrase. Once the framework lands, it watches for Trezor Suite, Ledger Wallet, and Ledger Live...
Firefox, Chrome, Adobe, and VMware Updates Fix Multiple Critical Security Flaws

Firefox, Chrome, Adobe, and VMware Updates Fix Multiple Critical Security Flaws

Jul 15, 2026 Vulnerability / Browser Security
Mozilla has released updates to address two critical flaws in Firefox for which it warned that exploit code has been published. The vulnerabilities are listed below - CVE-2026-15718 , an invalid pointer in the JavaScript: WebAssembly component CVE-2026-15719 , a site isolation in the DOM: Navigation component "We are aware that exploit code for this is public, however we are not aware of any attacks in the wild abusing this flaw," Mozilla said in an advisory. Both vulnerabilities have been addressed in Firefox version 152.0.6. The release comes as Google shipped fixes for 15 security flaws, including two critical use-after-free bugs in Ozone ( CVE-2026-15764 and CVE-2026-15765 ), a cross-platform abstraction layer that allows the browser to interact natively with various display servers and windowing systems. It supports Linux, ChromeOS, and Fuchsia. "Use after free in Ozone in Google Chrome on Linux prior to 150.0.7871.125 allowed a remote attacker...
SASE Has An AI Blind Spot. Inspecting Packets Is No Longer Enough.

SASE Has An AI Blind Spot. Inspecting Packets Is No Longer Enough.

Jul 15, 2026 Network Security / Enterprise Security
For years, routing traffic through cloud proxies was good enough. Then work moved to the browser, AI entered the workflow, and the inspection model stopped keeping up. Enterprise workflows now live across SaaS applications, browsers, and an expanding ecosystem of generative AI tools, unsanctioned browser extensions, and autonomous agents. Employees routinely paste intellectual property into public LLMs for code optimization, while automated agents query internal documentation and move data across systems at machine speed. The challenge is not that SASE failed, but that data interactions have shifted to the presentation layer, an area network-centric architectures were never designed to see. This structural paradigm shift is explored in detail within The Guide to Modern SASE Architecture . Why Traditional Enforcement Struggles Traditional SASE relies on backhauling traffic to cloud proxies for decryption, inspection, and policy enforcement. However, modern internet protocols, spe...
Researchers Say Claude for Chrome Flaw Lets Rogue Extensions Trigger Gmail Reads

Researchers Say Claude for Chrome Flaw Lets Rogue Extensions Trigger Gmail Reads

Jul 14, 2026 Browser Security / Vulnerability
Any other browser extension that can run a script on claude.ai can still trigger Claude for Chrome tasks aimed at your Gmail, your latest Google Doc and its comments, and your Calendar. Both this and ClaudeBleed need a rogue extension that can already run a script on claude.ai; the difference is scope. Anthropic restricted the arbitrary-prompt path in May as part of its response to the  ClaudeBleed  flaw, boxing external callers into a fixed set of tasks, but  Manifold Security  says the gap is still open in v1.0.80, the current release, eight versions later. If you run Claude for Chrome and any other extension that can touch claude.ai, you are in scope. In the default "ask before acting" mode, the forged task still hits an approval box you have to click. If you switched on "Act without asking," the hands-off automation mode, it runs with no prompt at all. The quickest guard is to turn "Act without asking" off and review any extension with permissio...
Study of 85 Crypto Wallet Extensions Finds Address Leaks and Cross-Site Tracking Risks

Study of 85 Crypto Wallet Extensions Finds Address Leaks and Cross-Site Tracking Risks

Jul 14, 2026 Cryptocurrency / Identity Protection
Researchers at KU Leuven tested 85 of the most popular crypto wallets that run as browser extensions and found that the wallets themselves leak enough to link and track the people using them. The way these wallets talk to websites and blockchain servers can tie a person's separate addresses together and let outsiders follow them from site to site. And on a site that already holds a name or email, the same leaks can put a real name to an "anonymous" crypto identity. This is not a hack. The wallets behave exactly as they were built to. The 85 extensions together have about 35 million users listed on the Chrome Web Store. The team, from the university's DistriNet security group,  posted the paper  this month and will present it at the PETS 2026 privacy conference in Calgary in late July. They ran real wallets against real Web3 sites and mapped out five privacy weaknesses in how wallets and websites interact. When they reported the most far-reaching one to the wa...
148 npm Packages Disguised as Student Proxies Turned Browsers Into a DDoS Botnet

148 npm Packages Disguised as Student Proxies Turned Browsers Into a DDoS Botnet

Jul 14, 2026 Browser Security / Malvertising
A campaign of 148 npm packages disguised as student web proxies turned visitors' browsers into a distributed denial-of-service botnet for roughly two weeks in May, according to new research from JFrog. The packages did not go after the developers who might install them. The operators used the registry as free hosting for a booby-trapped proxy site and let the students who came to dodge school web filters supply the attack traffic. The packages shipped under names like charlie-kirk, ilovefemboys, and miguelphonk, each carrying a proxy app branded "Lucide" and dressed as a tutoring landing page called Riverbend Tutoring or Northstar Tutoring. On the surface, the proxy worked, letting students slip past content filters to reach games and blocked sites. Underneath, it loaded a remote code loader whose payload the operators could swap at will, plus a WebSocket flood generator built to speak the Wisp proxy protocol. Anyone who opened a page joined the swarm without ...
Google and Microsoft Pull ModHeader With 1.6 Million Installs After Dormant Collector Found

Google and Microsoft Pull ModHeader With 1.6 Million Installs After Dormant Collector Found

Jul 13, 2026 Browser Security / Web Security
Google and Microsoft have pulled ModHeader , a popular header-editing extension with roughly 1.6 million installs across Chrome and Edge, after researchers found a hidden browsing-history collector built into its official store version. The collector was dormant. An empty allow-list kept it switched off, and no proof has emerged that it ever gathered or sent a single browsing domain. The analysis came from  Stripe OLT , a UK security firm, which checked the code against Google's own Web Store signature and confirmed the collector shipped inside the genuine extension, not a counterfeit. Its review covers the Chrome build and its roughly 900,000 users; third-party trackers put another 700,000 or so on Edge. Microsoft pulled the Edge listing on July 3, and Google removed the Chrome one a week later, on July 10. Version 7.0.18 (extension ID idgpnmonknjnojddfkpgkljpfnnfcklj) still edits HTTP headers as advertised. The same minified background code also contains a...
⚡ Weekly Recap: ShareFile Threat, Citrix Bleed 2 Ransomware, AI Coding Attacks, and More

⚡ Weekly Recap: ShareFile Threat, Citrix Bleed 2 Ransomware, AI Coding Attacks, and More

Jul 13, 2026 Cybersecurity / Hacking
Somewhere right now, a security tool is quietly finding bugs faster than any human can fix them. That's supposed to be the good news. The catch is that the attackers have the same tools, pointed the other way, and they don't file tickets. That's the shape of this week. Trusted code turns on the people who installed it. Old bugs from last year are still landing because the fix sat in a queue too long. Fake installers, poisoned packages, systems left facing the open internet, and helpful little AI assistants running instructions that were never yours. The gap between "patch exists" and "already exploited" keeps shrinking, and nobody's closing it. None of it is exotic. That's what wears you down. Same ordinary mistakes, just happening faster than we can keep up. Here's the full mess, top to bottom. ⚡ Threat of the Week Progress Tells ShareFile Customers to Shut Down Storage Zone Controllers — Progress urged customers to shut down Win...
Forg365 PhaaS Targets Microsoft 365 with Device Code and AitM Session Theft

Forg365 PhaaS Targets Microsoft 365 with Device Code and AitM Session Theft

Jul 13, 2026 Email Security / Artificial Intelligence
A new phishing-as-a-service (PhaaS) operation called Forg365 is using a combination of device code phishing , adversary-in-the-middle (AitM) tactics, antibot evasion, artificial intelligence (AI)-assisted lure creation, and post-compromise mailbox operations targeting Microsoft 365 accounts. Distributed via Telegram and costing $400 a month (or $3,800 per year), attack chains leverage phishing lures that make use of legitimate email delivery infrastructure, such as Amazon Simple Email Service (Amazon SES) and Twilio SendGrid, to imitate a redirection chain that blends into regular email traffic before it ends in Forg365-controlled domains. "The panel exposes a mature operator workflow: accounts, links, invitations, OAuth app configuration, redirect links, SVG generation, campaign sending, SMTP profiles, SMTP rotation, AI email generation, token vaulting, account intelligence, keyword alerts, viewer links, and browser-extension support," ZeroBEC said . The email securi...
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 ...
New Ghost Phishing Wave Is Breaking Traditional Email Security

New Ghost Phishing Wave Is Breaking Traditional Email Security

Jul 08, 2026
A recent EvilTokens campaign targeting businesses across the US and Europe is exposing a new email security blind spot. This “ghost phishing” technique keeps the malicious page hidden until it decrypts and comes to life inside the victim’s browser. For security leaders, the risk is clear: traditional URL checks may miss the attack while Microsoft 365 access, sensitive data, and response time are already at stake. The Email Looks Safe. The Browser Tells a Different Story A recent EvilTokens attack shows how a phishing link can appear harmless during initial inspection while still leading to Microsoft 365 account takeover. The kit uses Microsoft Device Code Phishing to convince victims to complete a legitimate Microsoft login flow and unknowingly authorize access to their accounts. It does not need to steal the password directly. The real attack remains hidden until the page opens in the browser. Its HTML is encrypted with AES-GCM and becomes visible only after the browser dec...
15-Year-Old GhostLock Flaw Enables Root and Container Escape on Most Linux Distros

15-Year-Old GhostLock Flaw Enables Root and Container Escape on Most Linux Distros

Jul 08, 2026 Vulnerability / Cloud Security
Researchers at  Nebula Security  have disclosed GhostLock ( CVE-2026-43499 ), a 15-year-old Linux kernel flaw that lets any logged-in user take full root control of a machine that has not been patched. The vulnerable code has shipped by default in essentially every mainstream distribution since 2011. The flaw needs no special permission, no unusual settings, and no network access; ordinary threading calls from any local program are enough. Nebula turned it into a working root exploit that is 97% reliable in its testing and also escapes containers, and says Google awarded the team $92,337 through its  kernelCTF  bug-bounty program. No one is known to be exploiting it in the wild, but Nebula has published  working exploit code , so anyone can now run it. Patching is the priority. How the bug works The kernel has a system for keeping an urgent task from getting stuck behind a trivial one. Part of it is a cleanup step that tidies up after a task...
⚡ Weekly Recap: Proxy Botnets, Browser Ransomware, AI Agent Tricks, Fake PoC Malware and More

⚡ Weekly Recap: Proxy Botnets, Browser Ransomware, AI Agent Tricks, Fake PoC Malware and More

Jul 06, 2026 Cybersecurity / Hacking
A streaming box should not need a threat model. Neither should a username field, a demo repo, a reset flow, or a browser permission prompt. That is the irritating part this week: the risky pieces were ordinary. Home devices became a routing cover. Clean code pulled dirt from a dependency. Identity shortcuts aged badly. AI systems trusted the wrong instructions. Same soft spot throughout: trust placed one layer too early. Below is the full recap, since this is apparently what counted as a normal week. ⚡ Threat of the Week NetNut Residential Proxy Network Disrupted — Google, in collaboration with the U.S. Federal Bureau of Investigation (FBI), Lumen, and other partners, took action against the NetNut residential proxy network, also known as Popa, building upon its takedown of IPIDEA in January 2026. Google said it disabled Google accounts and associated Google services used by NetNut for malware command-and-control (C2) and updated Google Play Protect, in addition to disabling ...
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