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Cisco Talos Blog

Should you care about an “AI slowdown?” Ransomware incidents in Japan in the first half of 2026: Investigation of The Gentlemen’s infrastructure and evidence of Qilin's AI use Securing the unpatchable in an age of AI-driven vulnerabilities We've got one word for it, and it's usually the wrong one Active exploitation of Cisco Secure Firewall Management Center vulnerabilities Microsoft Patch Tuesday for September 2026 — Snort rules and prominent vulnerabilities ClearFake WebDAV infection chain delivers Amatera stealer, ZigCryptoStealer, and NetSupport Manager ClickFix moves into the browser: Cryptocurrency theft with Google-hosted C2 The story behind the intelligence “Sorry, I can’t help with that”: How your guardrails might become the attacker’s best friend JavaScript obfuscation: From party trick to phishing kit Choose your fighter: Balancing competing requirements to select models for your AI SOC The safety penalty: Reclaiming operational sovereignty in the age of AI Is Cyber missing the Marque? UAT-10147 deploys SPECTRE: A cross-platform implant with Linux rootkit and BYOVD capabilities UAT-10147: Chinese-speaking adversary integrates agentic AI into post-compromise operations Describing attacks with crime script analysis Curiouser and Curiouser Dissecting the JWR phishing framework Microsoft Patch Tuesday for August 2026 — Snort rules and prominent vulnerabilities Why metaphor may dictate your security strategy “Keep going, bro. You’ve got this!” A data-driven look at how adversaries are weaponizing AI [Webinar] Tales from the Frontlines: An exclusive briefing on Q2 incidents You were onto something with “It’s the Climb,” Miley Black Hat special: Rewind and revisit IR Trends Q2 2026: Phishing and weaponized remote management tools drive attack chains Don’t swing at everything Chaos ransomware's msaRAT: Living off the browser to build a covert C2 channel Preview: Cisco Talos at Black Hat USA 2026 Begun, the Patch Wars have
A tale of two eras
Amy Ciminnisi · 2026-06-12 · via Cisco Talos Blog

Welcome to this week’s edition of the Threat Source newsletter. 

To the surprise of absolutely no one who has seen my face, I’m one of the younger employees at Talos. As my industry veteran colleagues were buying the first iPods, navigating the switch from dial-up to broadband, saying goodbye to floppy disks, and making Myspace accounts, I was playing with my Password Journal and Friend Chips. It’s a funny contrast, but I still experienced the beginning of the “always-on” era. 

Ah, those were the days. One of my most vivid tech memories is begging my dad to play games on his Handspring Visor — a classic personal digital assistant (PDA) launched in late 1999 by Handspring, a company formed by the original creators of the PalmPilot. Handspring stopped producing the Visor line in 2002 and it eventually became obsolete, mostly because its desktop sync feature couldn't keep up with modern OS updates. Despite the tech debt, I spent hours playing Asteroid, Centipede, and Hardball (aka Breakout) on that thing. My dad, meanwhile, mostly used the Memo function to store his passwords... which he still does today. (Yeah, I’m still working on getting him to see the wonders of 1Password.) 

You might be wondering what made me reminisce on childhood toys. A few weeks back, my fiancée and I drove a few hours to visit my family. Even if we get in at 9:00 p.m., it’s tradition for us to stay up late eating pizza and talking about random stuff. 

We got on the topic of phones because my parents still have a landline, and I mentioned that walkie talkies were my first introduction to having my own personal device. My dad dug some old ones out, set them on the table, and put them on scan while we chatted.  

At some point, the conversation petered out just when the walkie talkie captured a channel. Radio static, and then a kid’s voice broke our silence: “Your butt crack is out.” 

My dad got an impish grin and brought the talkie up to his mouth. My mom pleaded, “No. Honey, no. Don’t.” The rest of us were already wheezing and crying. 

He pressed the talk button and, in his best crotchety old man voice, bellowed, “Hey, you kids. Get off my lawn!” 

Imagine being those poor kids. It’s a funny story, but if you don’t want people like my dad intercepting your comms, maybe stick to encrypted channels. 

The one big thing 

Talos' Yuri Kramarz published a blog highlighting how AI-driven vulnerability discovery has completely outpaced human patching capabilities. With frontier AI models autonomously discovering and exploiting zero-days in minutes, the traditional vulnerability lifecycle has completely collapsed. To survive this hyper-accelerated threat environment, organizations must abandon patch-reliant strategies and embrace a three-stage fallback model built on foundational security principles. 

Why do I care? 

Speed is the new, terrifying multiplier in the traditional risk equation. When an AI can uncover a decades-old zero-day and write an exploit for it in minutes, relying solely on vulnerability management is a losing game. Defenders must accept that some exploitation will inevitably slip through the cracks. The true measure of security is no longer just prevention, but how well your environment can absorb, detect, and survive the initial blow. 

So now what? 

Stop treating security basics like optional compliance checkboxes. Enforce multi-factor authentication (MFA) everywhere, harden devices using CIS benchmarks, and implement strict network segmentation to limit an attacker's blast radius. Since hardened systems only slow attackers down, deploy behavioral-based EDR, NDR, and XDR to catch the post-exploitation activity that signatures miss. Finally, validate these controls through penetration testing and purple team exercises so your incident response playbooks become muscle memory, not just wishful thinking. Read the full blog for more. 

Top security headlines of the week 

CISA gives U.S. federal agencies three days to fix a VPN bug under attack by Qilin 
Check Point Software said the bug affects several of its remote access tools, firewalls, and VPNs, which act as digital gatekeepers to protect company networks from unauthorized access. (TechCrunch

Anthropic launches Claude Fable 5: Mythos-class AI with cybersecurity guardrails  
The AI giant says this marks the first time a model of this capability class has been deemed safe enough for widespread public and developer access. (SecurityWeek

Microsoft fixes two high-severity zero-days disclosed by researcher 
The vulnerability is a local privilege escalation, meaning it can be chained to a separate vulnerability to give users or processes with low-level privileges the ability to defeat OS protections and gain full SYSTEM rights needed to install malware. (Ars Technica

WhatsApp catches spyware firm NSO defying no-hacking court order 
According to WhatsApp, the spyware maker has violated the permanent injunction. The messaging app reported on Monday that it had recently learned of a social engineering attack that attempted to trick users into clicking on malicious links. (SecurityWeek

High-severity vulnerability in Linux caused by a single faulty character 
The presence of a single mis-issued exclamation point in code implementing nf_tables introduced a use-after-free, a class of vulnerability that corrupts memory by placing malicious code at memory addresses that haven’t been properly freed of their previous contents. (Ars Technica

Can’t get enough Talos? 

Hypotheses, telemetry, and human judgment: Inside Cisco Talos Threat Hunting 
Learn how Cisco Talos Threat Hunting uses hypothesis-driven methods and multi-domain telemetry correlation to find stealthy threats operating below automated detection thresholds. 

Winning the cyber marathon with Tony Giandomenico 
In the high-speed world of cybersecurity, the difference between a breach and a breakthrough often comes down to endurance. Tony Giandomenico, Senior Director of Product Management with Cisco Talos, joins me to discuss Talos Threat Hunting, the challenges of leading major product launches, and the grueling discipline of Ironman triathlons. 

When synthetic logs don’t lie: Generating coherent attack stories for better detection 
Are your detection rules failing because your test data lacks the nuance of a real-world network?  In this episode of Talos Takes, Amy sits down with David Bianco to discuss why traditional synthetic data often falls short and how his new open-source project, EvidenceForge, is changing the game. 

Upcoming events where you can find Talos 

Most prevalent malware files from Talos telemetry over the past week 

SHA256: 9f1f11a708d393e0a4109ae189bc64f1f3e312653dcf317a2bd406f18ffcc507  
MD5: 2915b3f8b703eb744fc54c81f4a9c67f  
Talos Rep: https://talosintelligence.com/talos_file_reputation?s=9f1f11a708d393e0a4109ae189bc64f1f3e312653dcf317a2bd406f18ffcc507  
Example Filename: VID001.exe  
Detection Name: Win.Worm.Coinminer::1201** 

SHA256: 96fa6a7714670823c83099ea01d24d6d3ae8fef027f01a4ddac14f123b1c9974  
MD5: aac3165ece2959f39ff98334618d10d9  
Talos Rep: https://talosintelligence.com/talos_file_reputation?s=96fa6a7714670823c83099ea01d24d6d3ae8fef027f01a4ddac14f123b1c9974 
Example Filename: d4aa3e7010220ad1b458fac17039c274_63_Exe.exe  
Detection Name: W32.Injector:Gen.21ie.1201 

SHA256: a31f222fc283227f5e7988d1ad9c0aecd66d58bb7b4d8518ae23e110308dbf91 
MD5: 7bdbd180c081fa63ca94f9c22c457376 
Talos Rep: https://talosintelligence.com/talos_file_reputation?s=a31f222fc283227f5e7988d1ad9c0aecd66d58bb7b4d8518ae23e110308dbf91 
Example Filename: d4aa3e7010220ad1b458fac17039c274_62_Exe.exe 
Detection Name: Win.Dropper.Miner::95.sbx.tg** 

SHA256: 9896a6fcb9bb5ac1ec5297b4a65be3f647589adf7c37b45f3f7466decd6a4a7f 
MD5: 38de5b216c33833af710e88f7f64fc98 
Talos Rep: https://talosintelligence.com/talos_file_reputation?s=9896a6fcb9bb5ac1ec5297b4a65be3f647589adf7c37b45f3f7466decd6a4a7f 
Example Filename: sample.exe  
Detection Name: Win.Tool.Procpatcher::1201