Year in Review by ANY.RUN: Key Threats, Solutions, and Breakthroughs of 2025 

It’s December — that time of year when we take a pause and look back at how much we’ve achieved. 

If you’re reading this, chances are you’ve shared these wins with us. Maybe you’ve launched one analysis, maybe thousands. Maybe you’ve browsed our Threat Intelligence Lookup daily or just joined us. Anyhow, thanks for being here! 

2025 kept all of us busy for sure. But it also brought a ton of breakthrough studies, insights, and improvements. Let’s glance back at the year and see what we accomplished together — through numbers, stories, and proud moments. 

Milestones We Achieved Together in 2025  

Key results of 2025 by ANY.RUN 

We bet it’s safe to say that no analyst was idle this year, and the numbers support this statement: the total number of analyses launched in ANY.RUN’s Interactive Sandbox across 195(!) countries exceeded 5.7 millions, with 1.1 million threats uncoveredin the process. 

Our most active users this year were based in the US, Germany, UK, and India. Many of them represent big enterprises. In fact, 74 of Fortune 100 companies used our sandbox this year. 

The community overall kept growing: out of 500,000+ users, 81K joined us this year, bringing new insights with them.  

Altogether, ANY.RUN’s users have spent 400,000+ hours in our sandbox — that’s more than 45 years of research! Just imagine how much longer it would take without a solution built for fast and efficient analysis.😎 

When it comes to what exactly our community analyzed most, there are no surprises: in 2025, phishing continued to reign over the threat landscape. In particular, the most active threat was Tycoon2FA

The top suspects among file types were: executables, ZIP archives, PDFs, and emails (EML and MSG). A clear proof of how widespread both file- and email-based malware is. 

But no threat should scare an analyst equipped with strong security solutions. Here are some of the tangible results reported by ANY.RUN’s users in 2025: 

Measurable impact with ANY.RUN, 2025 
Average MTTD: 15 seconds 
MTTR reduced by: 21 minutes 
Investigation speed improved: in 95% of SOCs 

This is a solid proof of the fact that our malware analysis and threat intelligence solutions change SOC workflows for the better. 

Key Sandbox Updates: Driving Malware Analysis Forward 

More Ways to Run Malware 

This year we broadened the sandbox horizons by adding new operating systems to our VM for more flexible and realistic environments. 

For teams tackling mobile threats, we introduced Android support. It gives you the opportunity to upload, interact, and analyze APK files in ANY.RUN’s virtual machine closely replicating a real Android device. Great timing, since mobile threats have been pretty active this year! But more on that below. 

Android-based mobile threat — a fake banking app — analyzed inside ANY.RUN sandbox 

We also added Linux Debian OS, helping you detonate ARM-based threats. Since 2025, you can do full-scale malware built for IoT devices and other ARM systems in ANY.RUN’s Interactive Sandbox. 

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Thanks to these and other updates, our sandbox became even more universal and useful for faster, deeper, and more reliable analysis. 

Deep Analysis Made Simple 

When it comes to malware analysis, it’s not always clear where to start, as threats get increasingly more complex and evasive. To simplify the process of uncovering them, we came up with Detonation Actions — hints that guide you through the analysis in our ANY.RUN Sandbox as you search for hidden threats. 

Detonation Actions displayed inside ANY.RUN sandbox 

Another feature we added solves one of the most time-consuming parts of detection: rule creation. Now our sandbox is equipped with AI Sigma Rules that reveal the logic behind threat behavior while saving manual effort. Just copy them to your SIEM, SOAR, or EDR for smooth deployment. 

Threat Intelligence Lookup: Data Solving Real-World Challenges 

In 2025, our users made almost 195k requests in Threat Intelligence Lookup in search of actionable insights and verified indicators. Tycoon topped the list as the most searched malware. 

Thanks to our global community, we have access to a rich collection of fresh, verified, ready- and safe-to-use data. It would be a shame not to share it with the world, right? 

So, an important step we took this year to make TI Lookup more accessible. Namely, we introduced the Free plan, giving everyone the opportunity to enrich threat research with 100% verified context at no cost. It’s a perfect way to tap into quality intel and see it bring tangible results. 

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We also supported knowledge exchange by launching TI Reports, analyst-driven articles covering APTs, campaigns, and emerging threats. Each report comes with IOCs and queries for a deeper dive. 

Industry & geo threat landscape data for the Tycoon2FA phishkit 

Finally, in 2025 we boosted threat monitoring capabilities of our users with Industry & geo threat landscape. It shows exactly how a given threat or indicator relates to sectors and countries — a real live-saver for those drowning in alerts with no context.  

Threat Intelligence Feeds: Always Fresh and Relevant 

Throughout 2025, Threat Intelligence Feeds grew both in terms of data and interoperability. It was powered by constant data updates coming from over 15K SOC teams, which guarantee that TI Feeds always remain on point. 

Overview of TI Feeds by ANY.RUN 

The STIX/TAXII integration made the delivery of fresh, real-time data more efficient. And newly added integrations like ThreatQ + TI Feeds connector brought live, behavior-based malware for better prioritization and contextualization of indicators. 

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Expanding Our Reach with New Integrations & Connectors 

Our goal is to make your workflow smoother and more efficient, simplifying daily tasks and automating what’s possible. One of the steps we took in this direction is the launch of SDK, which makes it easy to connect our solutions with tools you’re already using. 

Integration options for TI solutions by ANY.RUN

We also released a lot of ready-to-use integrations, such as: 

  • IBM Security QRadar SOAR: Turn alert noise into actionable conclusions without leaving your SOAR by integrating it with ANY.RUN sandbox and TI Lookup. 

These and other integrations and connectors support your work without disrupting the way you already operate. 

Catching What Others Miss 

In 2025, ANY.RUN was the first to uncover multiple campaigns and malware families, giving a head start to the entire cybersecurity community. Let’s recap the most notable cases: 

Salty 2FA

newly discovered PhaaS framework that quickly raised to the level of major phishing kits in today’s threat landscape. Its ability to distribute payloads at scale, intercept 2FA authentication methods, and complex communication models ensured that. 

Android Threats 

Some of the recently occurred threats were Android-based, and we were able to break them down in detail and analyze their behavior in our sandbox. 

  • Salvador Stealer, an Android banking malware revealed in April 2025. By disguising itself as a legitimate app, it phishes critical personal and financial data — a clear example of how mobile malware continues to evolve and blend into everyday user environments.  
  • Pentagon Stealer, a relatively simple threat that quickly grew into a persistent, versatile, and widespread data-stealing malware. 

Tykit

In October we took a closer look at Tykit, a credential-stealing malware. It might not reinvent phishing per se but clearly demonstrates how a tiny loophole in a defense system can lead to significant real-world impact. 

Salty2FA & Tycoon2FA: A Hybrid Threat

ANY.RUN’s Sandbox exposes Salty2FA & Tycoon2FA phishing attempts  

We ended the year with a detection of a hybrid cross-kit malware Salty2FA & Tycoon2FA. It combines two phishing frameworks, multiplying the dangers of both. 

ANY.RUN Recognized by Industry and Community 

2025 brought us a handful of awards, indicating recognition and acclaim in the industry, for which we’re super grateful. 

Award  Title 
Top InfoSec Innovators Awards  Winner at Trailblazing Threat Intelligence  
Globee Awards  Gold winner (TI Lookup) Silver winner (Sandbox)  
Cybersecurity Excellence Awards  Best TI Service 
CyberSecurity Breakthrough Awards  Threat Intelligence Company of 2025 

What we appreciate more than anything, however, is our community. Every nomination, vote, and kind word reflect your trust — a big thank-you to everyone involved! 

Our Most Influential Reports 

Alongside TI Reports you can find in TI Lookup, we regularly share technical analyses on our blog. 2025 was no exception. We published many nuanced studies of both newly discovered and evolved threats. 

  • April brought a surge inactivity around PE32 Ransomware, a Telegram-based encryptor. Our in-depth breakdown highlights how even unsophisticated ransomware can pose a very real danger. 
  • In July we covered DEVMAN, a malware sample tied to the DragonForce ransomware lineage but standing out with unique behaviors and identifiers. 
  • Later the same month we analyzed Ducex packer, an advanced tool used to conceal Android malware payloads. An increase in its activity highlights the escalating arms race between threat actors and security teams. 
Photos of Lazarus IT workers caught during investigation
  • Finally, in December we took an unprecedented look inside Lazarus Group’s North Korean IT workers infiltration scheme, capturing actors live inside controlled ANY.RUN environments and documenting their activities. 

These and other reports by ANY.RUN are a testament to how interactive sandboxing and knowledge exchange makes analysis sharper and the entire community stronger. 

Spoiler Alert: What to Look Forward to in 2026 

We’ve grown a lot this year and we’re not planning to stop. Here’s a peek into what we’re working on and what you can expect from ANY.RUN in the coming year: 

  • Enhanced teamwork mode for efficient collaboration inside SOCs. 
  • Refined reporting, including new types of text reports, industry-focused prioritization, security recommendations, improved AI Summaries, and auto-generated YARA rules. 
  • Enrichment of sandbox detections with relevant threat intelligence data. 
  • Improved detection quality with features like SSL decryption without MITMin-browser data inspection, and AI-powered analysis. 
  • Expanded analysis options for Enterprise users, including MacOS and Windows Server support in VM. 

Conclusion 

Everything’s changing — threats, TTPs, security measures… But our goal stays the same: to make malware analysis and threat investigations faster, easier, and smarter. 

Thanks for analyzing, researching, experimenting, and growing together with us. Every contribution, insight, and a bit of feedback brings us closer to a more secure future. 

Have alert-free holidays and stay safe in 2026!  

About ANY.RUN

ANY.RUN supports over 500,000 cybersecurity professionals around the world. Its Interactive Sandbox makes malware analysis easier by enabling the investigation of threats targeting Windows, Android, and Linux systems. ANY.RUN’s threat intelligence solutions—Threat Intelligence Lookup and TI Feeds—allow teams to quickly identify IOCs and analyze files, helping them better understand threats and respond to incidents more efficiently.

Start a 2-week trial of ANY.RUN’s solutions → 

The post Year in Review by ANY.RUN: Key Threats, Solutions, and Breakthroughs of 2025  appeared first on ANY.RUN’s Cybersecurity Blog.

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Libbiosig, Grassroot DiCoM, Smallstep step-ca vulnerabilities

Libbiosig, Grassroot DiCoM, Smallstep step-ca vulnerabilities

Cisco Talos’ Vulnerability Discovery & Research team recently disclosed vulnerabilities in Biosig Project Libbiosig, Grassroot DiCoM, and Smallstep step-ca.

The vulnerabilities mentioned in this blog post have been patched by their respective vendors, all in adherence to Cisco’s third-party vulnerability disclosure policy.    

For Snort coverage that can detect the exploitation of these vulnerabilities, download the latest rule sets from Snort.org, and our latest Vulnerability Advisories are always posted on Talos Intelligence’s website.     

Libbiosig vulnerability

Discovered by Mark Bereza of Cisco Talos.

BioSig is an open source software library for biomedical signal processing. The BioSig Project seeks to encourage research in biomedical signal processing by providing open source software tools.

TALOS-2025-2296 (CVE-2025-66043-CVE-2025-66048) includes several stack-based buffer overflow vulnerabilities in the MFER parsing functionality of the Biosig Project libbiosig 3.9.1. An attacker can supply a specially crafted MFER file to trigger these vulnerabilities, possibly leading to arbitrary code execution.

Grassroot DiCoM vulnerabilities

Discovered by Emmanuel Tacheau of Cisco Talos.

Grassroots DiCoM is a C++ library for DICOM medical files, accessible from Python, C#, Java, and PHP. It supports RAW, JPEG, JPEG 2000, JPEG-LS, RLE and deflated transfer syntax. Talos found three out-of-bounds read vulnerabilities in DiCoM. An attacker can provide a malicious file to trigger these vulnerabilities.

Smallstep step-ca vulnerabilities

Discovered by Stephen Kubik of the Cisco Advanced Security Initiatives Group (ASIG).

Smallstep step-ca is a TLS-secured online Certificate Authority (CA) for X.509 and SSH certificate management. TALOS-2025-2242 (CVE-2025-44005) is an authentication bypass vulnerability in step-ca. An attacker can bypass authorization checks and force a Step-CA ACME or SCEP provisioner to create certificates without completing certain protocol authorization checks.

Cisco Talos Blog – ​Read More

UAT-9686 actively targets Cisco Secure Email Gateway and Secure Email and Web Manager

UAT-9686 actively targets Cisco Secure Email Gateway and Secure Email and Web Manager

·       Cisco Talos recently discovered a campaign targeting Cisco AsyncOS Software for Cisco Secure Email Gateway, formerly known as Cisco Email Security Appliance (ESA), and Cisco Secure Email and Web Manager, formerly known as Cisco Content Security Management Appliance (SMA).

·       We assess with moderate confidence that the adversary, who we are tracking as UAT-9686, is a Chinese-nexus advanced persistent threat (APT) actor whose tool use and infrastructure are consistent with other Chinese threat groups.

·       As part of this activity, UAT-9686 deploys a custom persistence mechanism we track as “AquaShell” accompanied by additional tooling meant for reverse tunneling and purging logs.

·       Our analysis indicates that appliances with non-standard configurations, as described in Cisco’s advisory, are what we have observed as being compromised by the attack.


Cisco Talos is tracking the active targeting of Cisco AsyncOS Software for Cisco Secure Email Gateway, formerly known as Cisco Email Security Appliance (ESA), and Cisco Secure Email and Web Manager, formerly known as Cisco Content Security Management Appliance (SMA), enabling attackers to execute system-level commands and deploy a persistent Python-based backdoor, AquaShell. Cisco became aware of this activity on December 10, which has been ongoing since at least late November 2025. Additional tools observed include AquaTunnel (reverse SSH tunnel), chisel (another tunneling tool), and AquaPurge (log-clearing utility). Talos’ analysis indicates that appliances with non-standard configurations, as described in Cisco’s advisory, are what we have observed as being compromised by the attack.

The Cisco Secure Email and Web Manager centralizes management and reporting functions across multiple Cisco Email Security Appliances (ESAs) and Web Security Appliances (WSAs), offering centralized services such as spam quarantine, policy management, reporting, tracking, and configuration management to simplify administration and enhance security enforcement.

Customers are strongly advised to follow the guidance published in the security advisories discussed below. Additional recommendations specific to Cisco are available here.

Talos assesses with moderate confidence that this activity is being conducted by a Chinese-nexus threat actor, which we track as UAT-9686. We have observed overlaps in tactics, techniques and procedures (TTPs), infrastructure, and victimology between UAT-9686 and other Chinese-nexus threat actors Talos tracks. Tooling used by UAT-9686, such as AquaTunnel (aka ReverseSSH), also aligns with previously disclosed Chinese-nexus APT groups such as APT41 and UNC5174. Additionally, the tactic of using a custom-made web-based implant such as AquaShell is increasingly being adopted by highly sophisticated Chinese-nexus APTs.

 

AquaShell

AquaShell is a lightweight Python backdoor that is embedded into an existing file within a Python-based web server. The backdoor is capable of receiving encoded commands and executing them in the system shell. It listens passively for unauthenticated HTTP POST requests containing specially crafted data. If such a request is identified, the backdoor will then attempt to parse the contents using a custom decoding routine and execute them in the system shell.

AquaShell is delivered as an encoded data blob that is decoded and ultimately placed in “/data/web/euq_webui/htdocs/index.py”.

The result of decoding the data blob is the Python code that constitutes the AquaShell backdoor. AquaShell parses the HTTP POST request, decodes it using a combination custom algorithm and Base64 decoding and executes the resulting commands on the appliance.

AquaPurge

AquaPurge removes lines containing specific keywords from the log files specified. It uses the “egrep” command  to filter out (invert search) all content that doesn’t contain the keywords and then simply commits them to the log files:

UAT-9686 actively targets Cisco Secure Email Gateway and Secure Email and Web Manager

AquaTunnel

AquaTunnel is a compiled GoLang ELF binary based on the open-source “ReverseSSH” backdoor. AquaTunnel creates a reverse SSH connection from the compromised system back to an attacker‑controlled server, enabling unauthorized remote access even when the system is behind firewalls or NAT.

Chisel

Chisel is an open‑source tunneling tool that supports creating TCP/UDP tunnels over a single‑port HTTP‑based connection. Chisel allows an attacker to proxy traffic through a compromised edge device, allowing them to easily pivot through that device into the internal environment.

Coverage and remediation

Recommendations for Cisco customers are available here. If your organization does find connections to the provided actor Indicators of Compromise (IOCs), please open a case with Cisco TAC.

All IOCs, including IPs and file hashes determined to be associated with this campaign have been blocked across the Cisco portfolio.

 

IOCs

 

The IOCs can also be found in our GihtHub repository here.

AquaTunnel

2db8ad6e0f43e93cc557fbda0271a436f9f2a478b1607073d4ee3d20a87ae7ef

 

AquaPurge

145424de9f7d5dd73b599328ada03aa6d6cdcee8d5fe0f7cb832297183dbe4ca

 

Chisel

85a0b22bd17f7f87566bd335349ef89e24a5a19f899825b4d178ce6240f58bfc

  

172[.]233[.]67[.]176

172[.]237[.]29[.]147

38[.]54[.]56[.]95

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Australia’s ACSC Releases Quantum Technology Primer for Cybersecurity Leaders 

Quantum Technology Australia

The Australian Cyber Security Centre (ACSC) has published a new guide, Quantum Technology Primer: Overview, aimed at helping organizations understand the field of quantum technologies for cybersecurity. The publication is part of a bigger effort to raise awareness and preparedness as quantum capabilities move closer to practical deployment across digital systems and organizational infrastructure. 

The primer provides a foundational understanding of key quantum technologies, the scientific principles behind them, and the cybersecurity considerations organizations need to address today to prepare for a quantum-enabled future. According to the ACSC, this guidance is essential for cybersecurity leaders, IT managers, and decision-makers responsible for technology strategy and risk management. 

Foundations of Quantum Technology 

Quantum technologies rely on principles of quantum mechanics, the branch of physics that describes the behavior of matter and energy at atomic and subatomic scales. Two core concepts underpin these technologies: superposition and entanglement. 

Superposition allows a particle to exist in multiple states simultaneously, collapsing to a single state only when measured. In practical terms, this property enables quantum systems to evaluate many potential outcomes at once, offering computational advantages far beyond classical computers. 

Entanglement occurs when particles share a quantum state, creating correlations that persist even across great distances. Measuring one particle instantaneously provides information about the other. This capability underpins emerging quantum communication methods and has significant implications for secure data transmission. 

The ACSC emphasizes that understanding these principles is no longer relevant only to quantum specialists. Decision-makers must grasp the basics to integrate quantum cybersecurity considerations into organizational planning effectively. 

Implications for Cybersecurity and Business Functions 

While many quantum technologies remain in development, their potential impact on digital systems, data protection, and organizational resilience is significant. The ACSC’s Technology Primer notes that quantum computing could render some current cryptographic methods obsolete. 

“Preparing now for quantum technologies is crucial,” the ACSC states. “Adopting post-quantum cryptography is a key step, as capable quantum computers will break some existing encryption. Organizations that delay preparation risk vulnerabilities and costly remediation.” 

The primer outlines several proactive steps organizations can take: 

  • Ensure cybersecurity plans are current and aligned with industry best practices. 

  • Develop and implement strategies for PQC across networks. 

  • Assess risks across data lifecycles and safeguard sensitive information. 

  • Verify that service providers and vendors comply with quantum readiness plans. 

  • Continue staff training to reinforce good cybersecurity practices. 

By incorporating these measures, organizations can strengthen their resilience and reduce potential threats from new quantum technologies. 

Types of Quantum Technologies Covered 

The ACSC primer details several categories of quantum technologies that could affect business and cybersecurity landscapes: 

  • Quantum Computing: From noisy intermediate-scale quantum computers to cryptographically relevant systems capable of challenging classical encryption. 

  • Quantum Information Sciences: Includes quantum communications using quantum key distribution (QKD) and quantum networking, which could redefine secure data transfer. 

  • Quantum Sensors: Devices that leverage quantum mechanics to achieve unprecedented precision in measurement and sensing applications. 

Although most quantum technologies are still in the early stages, some are already integrated into research, development, and pilot implementations. The ACSC notes that as these technologies mature, they will become part of organizational supply chains and digital infrastructure, making awareness and preparedness essential. 

Quantum Cybersecurity as a Strategic Necessity 

The ACSC’s Technology Primer highlights quantum cybersecurity as a strategic priority, weighing on both the risks and opportunities of quantum technologies. Organizations that plan for quantum today will be better prepared for a future where these technologies are standard. Cyble’s AI-powered threat intelligence and autonomous security solutions help identify new cyber threats, protect data, and maintain resilience.  

Schedule a free demo to see how Cyble can protect your organization better! 

References: 

The post Australia’s ACSC Releases Quantum Technology Primer for Cybersecurity Leaders  appeared first on Cyble.

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Lexi DiScola’s guide to global teamwork and overflowing TBRs

Lexi DiScola’s guide to global teamwork and overflowing TBRs

Welcome back to Humans of Talos. This month, Amy chats with Senior Cyber Threat Analyst Lexi DiScola from the Strategic Analysis team. Lexi’s journey into cybersecurity is anything but traditional — she brings a background in political science and French to her work tracking global cyber threats and collaborating with colleagues across continents.

Tune in as Lexi opens up about finding her place in cybersecurity, the unique strengths that come from a non-technical path, and the joys (and challenges) of balancing complex intel analysis with a towering stack of books to be read (TBR) at home.

Amy Ciminnisi: Can you introduce yourself? What do you do here at Talos? What team do you work on, and what does your day-to-day look like?

Lexi DiScola: Sure. I’m on the strategic analysis team here at Talos. I joined about three years ago. What my team does is a whole bunch of things, really, but we focus on tracking and analyzing major trends in the cyber threat landscape. We maintain intelligence sharing relationships with a bunch of private sector and government partners. We conduct regular threat hunting activity in our telemetry and support the Talos Incident Response team. My favorite part is producing written analytical products — logs, intelligence bulletins, threat assessment reports, and our annual Year in Review report, which we just started working on. We’ve kicked into high gear, prepping for the year in review, taking all the data we’ve accumulated and seeing what we can pull out of it. It sounds like a headache to some people, but for us, it’s fun, so we’re looking forward to it.

AC: What made you want to join Talos, and when did you join?

LD: I joined about three years ago this fall. I worked in cyber threat intelligence in a government position before. Because of that experience, I was always aware of Talos’s reputation in this space. When I was looking to shift to the private sector from the government, I knew I’d be working with some of the best of the best here. I knew I wouldn’t be stagnant if I came here. That was my focus in a new position — I always want to be learning and working toward something.

AC: What are your favorite resources for staying up to date with current trends in cybersecurity?

LD: There are multiple sources I look at. OSINT, or open-source intelligence, is a huge tool, especially when focusing on specific countries or nation-state actors. Looking at their local reporting and translating it is super helpful, and looking at competitors’ or cybersecurity researchers’ reporting is also useful. But I really rely on the people I work with. Talos has so many talented people who are always willing to help. At first, I was hesitant to ask questions, but as I got to know people better, I stopped feeling embarrassed. It’s a two-way street. You might feel awkward asking for help, but down the road, they may ask you for help with something you’re an expert in. Asking people and not being afraid or embarrassed has served me well.


Want to see more? Watch the full interview, and don’t forget to subscribe to our YouTube channel for future episodes of Humans of Talos.

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ForumTroll targets political scientists | Kaspersky official blog

Our experts from the Global Research and Analysis Team (GReAT) have investigated a new wave of targeted emails from the ForumTroll APT group. Whereas previously their malicious emails were sent to public addresses of organizations, this time the attackers have targeted specific individuals — scientists from Russian universities and other organizations specializing in political science, international relations, and global economics. The purpose of the campaign was to infect victims’ computers with malware to gain remote access thereto.

What the malicious email looks like

The attackers sent the emails from the address support@e-library{.}wiki, which imitates the address of the scientific electronic library eLibrary (its real domain is elibrary.ru). The emails contained personalized links to a report on the plagiarism check of some material, which, according to the attackers’ plan, was supposed to be of interest to scientists.

In reality, the link downloaded an archive from the same e-library{.}wiki domain. Inside was a malicious .lnk file and a .Thumbs directory with some images that were apparently needed to bypass security technologies. The victim’s full name was used in the filenames of the archive and the malicious link-file.

In case the victim had doubts about the legitimacy of the email and visited the e-library{.}wiki page, they were shown a slightly outdated copy of the real website.

What happens if the victim clicks on the malicious link

If the scientist who received the email clicked on the file with the .lnk extension, a malicious PowerShell script was executed on their computer, triggering a chain of infection. As a result, the attackers installed a commercial framework Tuoni for red teams on the attacked machine, providing the attackers with remote access and other opportunities for further compromising the system. In addition, the malware used COM Hijacking to achieve persistency, and downloaded and displayed a decoy PDF file, the name of which also included the victim’s full name. The file itself, however, was not personalized — it was a rather vague report in the format of one of the Russian plagiarism detection systems.

Interestingly, if the victim tried to open the malicious link from a device running on a system that didn’t support PowerShell, they were prompted to try again from a Windows computer. A more detailed technical analysis of the attack, along with indicators of compromise, can be found in a post on the Securelist website.

How to stay safe

The malware used in this attack is successfully detected and blocked by Kaspersky’s security products. We recommend installing a reliable security solution not only on all devices used by employees to access the internet, but also on the organization’s mail gateway, which can stop most threats delivered via email before they reach an employee’s device.

Kaspersky official blog – ​Read More

ESET Threat Report H2 2025

A view of the H2 2025 threat landscape as seen by ESET telemetry and from the perspective of ESET threat detection and research experts

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5 Ways Threat Intelligence Drives SOC ROI: Board-Ready Cases for CISOs 

When CISOs ask for budget, they are rarely competing against “no security.” They are competing against growth initiatives, product launches, and cost optimization. 

Technical jargon and security metrics often fall flat here. To win the conversation, threat intelligence cannot be framed as more data for analysts. It must be positioned as a business enabler that reduces measurable risk, protects revenue, and accelerates decision-making. 

Here are the board-ready cases that connect threat intelligence investments directly to business objectives.  

1. Protecting Revenue and Avoiding Financial Loss

Boards understand one number very well: the cost of a breach. What they often underestimate is how much of that cost comes from late detection. 

Reactive security means discovering threats after damage has already begun. By then, costs multiply across downtime, incident response, legal exposure, regulatory fines, and reputational damage. 
 
Threat intelligence changes the equation. 

ANY.RUN’s Threat Intelligence Feeds deliver high-fidelity indicators sourced from interactive sandbox analyses of live malware samples and targeted attacks. This expands threat coverage, reduces the likelihood of successful breaches, and directly lowers potential financial impact — turning threat intelligence into a clear ROI driver.  

TI Feeds: features and data sources 

Threat Intelligence Lookup is another decision-enabling service from ANY.RUN. It is an on-demand searchable database that provides instant access to detailed threat reports, behavioral insights, direct links to sandbox sessions, and contextual connections between IOCs and active campaigns, enabling rapid enrichment during investigations. Instead of asking “What could happen?”, security leaders can answer “What is actively targeting organizations like ours right now?” 

See what malware is threatening the organizations from your country and industry right now 

Board-level takeaway: 

Early detection driven by real-world threat intelligence materially lowers breach impact and recovery costs. 

Message pattern: “Investing in threat intelligence reduces our average incident response cost by 60-70% by enabling early detection and prevention. For every major incident we prevent, we save the organization between $1-4 million in direct costs, not including reputational damage and customer trust.” 

Reduce business risks with actionable threat intel.  
Integrate ANY.RUN’s TI solutions in your SOC. 



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2. Ensuring Revenue-Critical Operations and Business Continuity

Board members understand downtime in dollars per minute. For e-commerce platforms, financial services, manufacturing operations, or SaaS providers, every minute of disruption translates directly to lost revenue, damaged customer relationships, and competitive disadvantage. Ransomware attacks alone now cost businesses an average of 25 days of downtime — a strike that many organizations cannot absorb. 
 
Threat intelligence supports resilience by helping organizations: 

  • Identify emerging attack campaigns early; 
  • Anticipate shifts in attacker tactics; 
  • Prepare controls before attacks reach critical systems. 

TI shortens mean time to detect (MTTD) and mean time to respond (MTTR) by providing actionable context during incidents. SOC teams correlate alerts against real-time feeds, quickly identifying and containing threats before they spread. 

Threat intelligence supports quick informed decisions impacting KPIs 

With ANY.RUN’s feeds, powered by community submissions from thousands of organizations, teams gain immediate access to indicators tied to active global campaigns. This accelerates incident response, limits disruption, and keeps critical systems online preserving revenue and operational momentum.

Board-level takeaway:  

Threat intelligence reduces the likelihood that cyber incidents escalate into operational outages or prolonged downtime. 

Message pattern: “Our revenue-critical operations represent $X million in daily transactions. Threat intelligence gives us advance warning of attacks targeting our industry, allowing us to prevent disruptions before they impact operations. The cost of this service is equivalent to less than one hour of system downtime.” 

3. Maximizing ROI on Existing Security Investments 

Most organizations have already invested heavily in security infrastructure: firewalls, SIEM platforms, EDR solutions, and of course SOC teams. However, tools are only as effective as the intelligence that drives them. Without current threat data, your security stack operates reactively, generating alerts based on generic signatures and outdated indicators. 
 
Threat Intelligence Feeds dramatically amplify the effectiveness of your security investments. Context-rich current threat data transforms them from reactive alert generators into proactive defense mechanisms. 
 
ANY.RUN’s Threat Intelligence Feeds integrate seamlessly with major security platforms through APIs and standard formats like STIX. Your existing tools immediately gain access to millions of current indicators and threat context without requiring additional headcount or infrastructure. Your SOC analysts can make faster, more accurate decisions because they have the context they need at their fingertips. 

ANY.RUN integration options 
 
Board-level takeaway: 

Threat intelligence ensures security investments are aligned with real, current threats to the business, not theoretical risks. 

Message pattern: “We’ve invested $X million in security infrastructure. Threat intelligence feeds cost a fraction of that while potentially doubling the effectiveness of every security tool we’ve already purchased.” 

4. Optimizing Security Resource Allocation and Driving Efficiency

Cybersecurity budgets are under scrutiny, with boards demanding maximum value from every dollar. Overworked SOC teams drowning in alerts waste resources on false positives and low-priority events. Hiring more analysts is expensive, slow, and increasingly unrealistic. Boards want efficiency, not headcount inflation. 

Threat intelligence enriches alerts with context, reduces noise, and allows teams to focus on high-risk threats. Pre-filtered, accurate IOCs improve detection rates while lowering analyst burnout. 

ANY.RUN’s feeds are designed for exactly this: clean, enriched indicators ready for automation, with low false-positive rates thanks to sandbox-verified data. The result is higher SOC productivity, better resource utilization, and a stronger return on existing security investments. 
 
By feeding curated, high-confidence intelligence directly into detection and response workflows, ANY.RUN’s Threat Intelligence Feeds: 

  • Reduce false positives, 
  • Speed up alert triage, 
  • Shorten investigation time, 
  • Enable junior analysts to make better decisions faster. 

This allows organizations to scale their security posture without scaling payroll. 
 
Board-level takeaway: 

Threat intelligence increases SOC productivity, delivering better protection without proportional increases in staffing costs. 
 
Message pattern: “Our SOC team currently handles X,000 alerts monthly with Y analysts at an annual cost of $Z. Threat intelligence increases our team’s effective capacity by 50-70% without adding headcount, delivering better protection while keeping personnel costs stable.”

5. Demonstrating Regulatory Compliance and Due Diligence

Regulatory frameworks like GDPR, NIS2, DORA, and SOC 2 don’t just require security controls. They mandate demonstrable due diligence and continuous improvement. Failure to meet these standards results in crippling fines (up to 4% of global revenue under GDPR), potential business restrictions, and loss of customer trust. More importantly, regulators increasingly expect organizations to demonstrate proactive threat awareness and intelligence-driven security practices. 
 
Threat intelligence feeds provide auditable evidence of continuous monitoring, proactive threat hunting, and intelligence-driven security operations. ANY.RUN’s TI Feeds deliver documented indicators of compromise with rich context, enabling your team to demonstrate to auditors that you’re actively monitoring the threat landscape relevant to your industry and geography. 

Align security spend with board-level risk priorities.
Focus on threats that affect business operations.



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Board-level takeaway:  
 
Threat intelligence provides auditable evidence of proactive monitoring and rapid response capabilities. Non-compliance triggers fines, audits, and reputational damage. 

Message pattern: “Threat intelligence isn’t just about preventing attacks — it’s about showing regulators, auditors, and customers that we take our security obligations seriously. This investment protects us from regulatory fines that could reach tens of millions of dollars and positions us favorably during audits and compliance reviews.” 

Conclusion 

Threat intelligence gives CISOs a way to translate cyber risk into business terms the board understands. It replaces reactive defenses with foresight, guesswork with evidence, and isolated security efforts with a unified, risk-driven strategy. 

ANY.RUN’s Threat Intelligence Feeds are built on visibility into real attacker activity observed daily in live malware executions. This means decisions are based on what adversaries are doing now, not what they did months ago. For CISOs, this enables stronger protection. For boards, it delivers confidence that security investments directly support business objectives. 

In budget discussions, threat intelligence should not be positioned as “more data.” It should be positioned as business assurance: fewer costly incidents, more efficient operations, and a clearer understanding of cyber risk across the organization. 

When CISOs can demonstrate that intelligence-driven security reduces financial impact, protects revenue streams, and scales without ballooning costs, the budget conversation changes. Threat intelligence becomes a strategic pillar of the organization’s risk management program, not a line item to be negotiated away. 

Turn cybersecurity from a cost center into business assurance



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About ANY.RUN 

As a leading provider of interactive malware analysis and threat intelligence, ANY.RUN is trusted by over 500,000 analysts across 15,000 organizations worldwide. Its solutions enable teams to investigate threats in real time, trace full execution chains, and surface critical behaviors within seconds.  

Safely detonate samples, interact with them as they run, and instantly pivot to network traces, file system changes, registry activity, and memory artifacts in ANY.RUN’s Interactive Sandbox. For threat intelligence insights, integrate TI Lookup and TI Feeds supplying enriched IOCs and automation-ready intelligence. No infrastructure maintenance is required.   

Start your 2-week trial of ANY.RUN’s solutions → 

FAQ: Threat Intelligence for CISOs and Boards 

1. Why do CISOs need threat intelligence to defend security budgets? 

Because boards fund outcomes, not tools. Threat intelligence helps CISOs demonstrate how security investments reduce financial risk, prevent costly incidents, and support business continuity. 

2. How is threat intelligence different from traditional security monitoring? 

Traditional monitoring reacts to alerts after suspicious activity occurs. Threat intelligence provides context about active attackers, campaigns, and techniques, enabling earlier detection and proactive defense. 

3. What makes threat intelligence board-relevant? 

It connects cyber activity to measurable business impact, such as reduced breach costs, lower downtime risk, and improved operational efficiency, which are metrics boards understand. 

4. How do Threat Intelligence Feeds support SOC efficiency? 

By delivering high-confidence indicators and attacker context, feeds reduce false positives, speed up investigations, and help analysts prioritize alerts that matter most to the business. 

5. Can threat intelligence replace hiring more analysts? 

It cannot replace people, but it significantly increases analyst productivity. Many organizations use threat intelligence to scale security operations without proportional headcount growth. 

6. Why is real-world attacker data important for threat intelligence? 

Intelligence based on live, observed attacks reflects current adversary behavior. This ensures defenses are aligned with how threats operate today, not outdated assumptions. 

7. How can CISOs measure ROI from threat intelligence? 

Common metrics include faster detection times, fewer high-impact incidents, reduced investigation effort, and improved alignment between security spend and risk exposure. 

The post 5 Ways Threat Intelligence Drives SOC ROI: Board-Ready Cases for CISOs  appeared first on ANY.RUN’s Cybersecurity Blog.

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Phishing in Telegram Mini Apps: how to avoid taking the bait | Kaspersky official blog

Admit it: you’ve been meaning to jump on the latest NFT reincarnation — Telegram Gifts — but just haven’t gotten around to it. It’s the hottest trend right now. Developers are churning out collectible images in partnership with celebs like Snoop Dogg. All your friends’ profiles are already decked out with these modish pictures, and you’re dying to hop on this hype train — but pay as little as possible for it.

And then it happens — a stranger messages you privately with a generous offer: a chance to snag a couple of these digital gifts — with no investment required. A bot that looks completely legit is running an airdrop. In the world of NFTs, an airdrop is a promotional stunt where a small number of new crypto assets are given away for free. The buzzword has been adopted on Telegram, thanks to the crypto nature of these gifts and the NFT mechanics running under the hood.

Limited time offer: a scammer's favorite trick

Limited time offer: a marketer’s favorite trick… and a scammer’s tool

They’re offering you these gift images for free — or so they say. You could later attach them to your profile or sell them for Telegram’s native currency, Toncoin. You don’t even have to tap an external link. Just hit a button in the message, launch a Mini App right inside Telegram itself, and enter your login credentials. And then… your account immediately gets hijacked. You won’t get any gifts, and overall, you’ll be left with anything but a celebratory feeling.

By filling in these fields, you lose access to your Telegram account

This is the first of the screens where, by filling in the fields, you receive a gift lose access to your Telegram account

Today, we break down a phishing scheme that exploits Telegram’s built-in Mini Apps, and share tips to help you avoid falling for these attacks.

How the new phishing scheme works

The principle of classic phishing is straightforward: the user gets a link to a fake website that mimics a legitimate sign-in form. When the victim enters their credentials, this data goes straight to the scammer. However, phishing tactics are constantly evolving, and this new attack method is far more insidious.

The bad actors create phishing Mini Apps directly inside Telegram. These appear as standard web pages but are embedded within the messaging app’s interface instead of opening in an external browser. To the user, these apps look completely legitimate. After all, they run within the official Telegram app itself.

Scammers add a plausible-sounding limit on gifts per user

To make it even more convincing, scammers often add a plausible-sounding limit on gifts per user

This leads the victim to think, “If this app runs inside Telegram, there must be some kind of vetting process for these apps. Surely they wouldn’t let an obvious scam through?” In practice, it turns out that’s not the case at all.

How is this scheme even a thing?

A core security issue with Telegram Mini Apps is that the platform does almost no vetting before an app goes live. This is a world apart from the strict review processes used by Google Play and the App Store — although even there, obvious malware occasionally slips through.

On Telegram, it’s far easier for bad actors. Essentially, anyone who wishes to create and launch a Mini App can do so. Telegram does not review the code, functionality, or the developer’s intent. This turns a security flaw within a messaging service boasting nearly a billion global users into a global-scale problem. To make matters worse, moderation of these Mini Apps within Telegram is entirely reactive — meaning action is only taken after users start complaining or law enforcement gets involved.

Phishing lures being distributed simultaneously in both Russian and English

This is a global operation, with phishing lures being distributed simultaneously in both Russian and English. However, the Russian version gives away a tell-tale sign of the scammers’ haste and lack of polish. They forgot to remove a clarification question from the AI that generated the text: “Do you need bolder, more official, or humorous options?”

In this case, the bait was “gifts” from UFC fighters: a giveaway of “papakhas” — digital gift images of the traditional Dagestani hat released by Telegram in partnership with Khabib Nurmagomedov. An auction for these items did take place, with Pavel Durov even posting about it on his X and Telegram (Khabib reposted these announcements but later deleted them after the auction ended). However, there were only 29 000 of these “papakhas” released, which wasn’t enough to satisfy all the eager fans. Scammers seized on the opportunity, assuring fans they could get the exclusive items for free. The phishing campaign was a targeted one — focusing on users who’d been active on the athlete’s channel.

How the scammers lull their victims

The criminals leveraged the name of the popular Portals platform — a legitimate service for games, apps, and entertainment within Telegram. They created a series of Mini Apps that were visually almost indistinguishable from the real ones, and promoted them as free giveaways — airdrops.

The scammers even listed the official Telegram channel for Portals in the phishing Mini App's profile

To add a veneer of authenticity, the scammers even listed the official Telegram channel for Portals in the phishing Mini App’s profile. However, the legitimate Portals Market bot has a different username: @portals

That said, the scam campaigns themselves show signs of being rushed and cutting design and copywriting costs — with obvious signs of AI involvement. Some of the messages contain leftover text fragments clearly generated by a neural network, which the scammers either forgot or couldn’t be bothered to edit.

How to protect your Telegram account from being hacked

The golden security rules are simple: stay vigilant, and learn the key hallmarks of these attacks:

  • Verify the source. If you receive a link promising a giveaway from a celebrity or even Telegram itself but sent from an unfamiliar account or a dubious group, don’t click. Cross-check through the celebrity or company’s official channel to see if they’re actually running a promo like that.
  • Inspect the account verification badge. Ascertain that the blue checkmark is real and not just an emoji status or part of the profile name. You can verify this by simply tapping that checkmark icon in the profile. If it’s a Premium emoji status, Telegram will explicitly tell you so. If a checkmark emoji is simply added to the profile name, tapping it doesn’t do anything. But if the account is genuinely verified, tapping the blue checkmark will bring up an official confirmation message from Telegram.
  • Don’t be in a rush to authenticate in Mini Apps. Legitimate Telegram apps typically don’t require you to sign in again through a form inside the Mini App. If you’re prompted to enter your phone number or a verification code, it’s likely a phishing attempt.
  • Look for signs of AI-generated text or design. Weird grammar, unnatural phrasing, or leftover neural network prompts within a message are a red flag. Scammers frequently use AI-powered generation to churn out text quickly and cheaply.
  • Turn on two-step verification (your Telegram password). Do this right now in SettingsPrivacy and SecurityTwo-Step Verification. Even if a scammer manages to get your phone number and SMS code, they won’t be able to access your account without this password. Obviously, never share your password with anyone — it’s meant only for you to sign in to your Telegram account.
  • Use a passkey to secure your account. A recent Telegram update added the ability to securely sign in with a passkey. We’ve covered using passkeys with popular services and the associated caveats in detail. A passkey makes it nearly impossible for a malicious actor to steal your account. You can set one up in SettingsPrivacy and SecurityPasskeys.
  • Store your password and passkey in a password manager. If you’ve secured your account with both a password and a passkey, remember that a weak, reused, or compromised password can still be the proverbial “spare key under the mat” for attackers — even if the “front door” is locked with a passkey. Therefore, we recommend creating a strong, unique password for Telegram and storing it — along with your passkey — in Kaspersky Password Manager. This keeps your credentials and keys available across all your devices.
  • Install Kaspersky for Android on your smartphone. Its new anti-phishing technology protects you from phishing links embedded in notifications from any app.

What to do if your Telegram account was already stolen

The key is keeping calm and acting swiftly. You have just 24 hours to reclaim your account, or you risk losing it permanently. Follow the step-by-step guide to restoring access in our post What to do if your Telegram account is hacked.

Finally, a reminder that has become our classic mantra: if an offer looks too good to be true, it almost certainly is. Always verify information through official channels, and never enter your passwords or passkeys into unofficial apps or forms — even if they look legit. Stay vigilant and stay safe.

Want more tips on securing your messenger accounts and chats? Check out our related posts:

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SOC Leader’s Playbook: 3 Practical Steps to Faster MTTR 

If you’ve ever looked at a SOC queue and thought, “Where do we even start?” you’re not alone. 

Most teams face more alerts than they can realistically investigate, tools that don’t always connect, and investigations that take longer than they should. 

In a recent webinar, we shared a simple framework for speeding up detection and response without overloading teams. You can watch the full recording here: SOC Leader’s Playbook 

SOC teams that applied this approach have already seen measurable results: 

  • 21 minutes less MTTR per incident 
  • 15-second median MTTD 
  • 3× improvement in team throughput 

For now, let’s look at how you can apply the same ideas to help your SOC respond faster in real environments. 

The Cost of a Slow SOC 

When detection and response take too long, the impact shows up fast and in very practical ways. 

The high costs of slow response, including 4.4m data breach 
  • Incidents cost more: According to IBM’s Cost of a Data Breach Report 2025, the average breach now costs $4.4 million, and that number grows the longer attackers stay active. 
  • Downtime lasts longer: Delayed response means systems stay compromised, business processes slow down, and recovery becomes harder. 
  • Teams waste time on noise: Analysts spend hours chasing alerts that turn out to be harmless, often repeating the same checks across different tools. 
  • Real threats get missed: Fatigue and overload make it easier for serious incidents to slip through unnoticed. 
  • People burn out:  Constant pressure and reactive work drain focus and motivation, especially in Tier 1 teams. 

For SOC leaders, this creates a familiar loop: more alerts, slower response, higher risk, and exhausted teams. Breaking that loop starts with reducing time at every stage, from the first alert to final containment. 

3 main steps needed for faster response 

Step 1: Prioritize Incidents and Reduce False Positives 

Speed starts with focus. If your SOC treats every alert the same, response will always be slow. 

Most teams receive far more alerts than they can realistically investigate. Many are low-risk, duplicated, or lack context. Analysts lose time figuring out what an alert actually means instead of responding to real threats. 

The root issue is usually threat intelligence. 

Indicators pulled from public reports often arrive too late, after attackers have already changed infrastructure. Other feeds may be fast but offer no explanation beyond “malicious,” forcing analysts to investigate manually. Automation suffers, false positives rise, and the SOC stays reactive. 

Step 1: prioritize incidents and reduce false positives 

What works 

Effective prioritization depends on threat intelligence that is: 

  • Real-time, not report-based 
  • Context-rich, showing how an indicator is used 
  • Integrated, flowing directly into SIEM, SOAR, and EDR 

When alerts arrive already enriched with reputation, behavior, and risk level, teams can automate routine triage and focus on high-impact incidents. 

TI Feeds providing fresh data from 15k organizations 

How this looks with ANY.RUN 

ANY.RUN delivers this through its Threat Intelligence Feeds

TI Feeds provide real-time IOCs sourced from live attacks analyzed in ANY.RUN’s Interactive Sandbox by 15,000 organizations and 500,000 analysts. As a result, 99% of network IOCs are unique and come with links to full sandbox reports for immediate context. 

For SOC teams, this means earlier detection of new threats, fewer false positives, and up to a 20% reduction in Tier 1 workload

Expand threat coverage in your SOC
Rely on  99% unique IOCs from TI Feeds



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Step 2: Speed Up Threat Investigations 

Once an alert is prioritized, the next bottleneck is investigation speed. 

Many SOCs still rely on static analysis. It’s fast, but it doesn’t show what actually happens when a file or link runs. Modern malware hides behind obfuscation, delayed execution, or multi-stage delivery, leaving analysts with partial answers and slow decisions. 

To respond quickly, teams need to see real behavior, not just a verdict. 

Step 2: Speed up threat investigations 

What actually speeds investigations up 

Effective investigations depend on dynamic analysis that: 

  • Integrate with your existing tools to automate investigations and avoid manual handoffs 
  • Expose real threat behavior quickly, even in multi-stage or silent attacks 
  • Deliver clear, actionable reports with verdicts, IOCs, and TTPs 
  • Defeat evasion techniques, forcing malware to reveal itself 

How teams do this with ANY.RUN 

ANY.RUN helps SOC teams move from alert to answer in under 60 seconds

By detonating files and URLs in real time, the Interactive Sandbox exposes the full attack chain and automatically generates clear reports with verdicts, IOCs, and attacker techniques. This allows teams to confirm threats quickly and move straight to containment, cutting up to 21 minutes from MTTR per incident

How ANY.RUN’s Sandbox helps in faster reponse 

Because the results are easy to interpret, even junior analysts can handle more alerts independently. Many teams report up to a 30% reduction in Tier 1–to–Tier 2 escalations, easing pressure on senior staff and speeding up response overall. 

For high-volume workflows, the sandbox also runs in Automated Interactivity mode. Files and URLs can be sent automatically via API, SDK, or native integrations with SOAR, EDR, and other security tools. The sandbox detonates the entire attack chain on its own and returns a conclusive verdict with full context in seconds. 

Check a real-world case inside sandbox 

Multi-stage attack discovered inside ANY.RUN sandbox 

In this analysis, a QR code hidden in a phishing email leads to a CAPTCHA-protected page and then to a fake Microsoft 365 login designed to steal credentials. The sandbox detonates the full chain, reveals the phishing infrastructure, and confirms credential theft behavior in seconds. 

Detect complex threats in under 60 seconds
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Step 3: Verify Alerts Fast 

Not every alert points to a file you can detonate. 

Often, SOC teams see alerts tied to a suspicious IP, domain, URL, or process. In those cases, the key question is simple: Is this a real threat, or just noise? 
The faster you answer that, the faster you can move on. 

Where verification slows teams down 

Most alerts are enriched using free reputation services. These usually provide only a label like “malicious” with no explanation. 

There’s no context about: 

  • how the indicator was used, 
  • what malware or campaign it’s linked to, 
  • or what the attacker is actually doing. 

So, analysts start from zero. They search blogs, PDFs, forums, and tools, copy-paste the same indicator repeatedly, and hope something useful turns up. It’s slow, distracting, and often outdated. Even when teams cross-check multiple sources, the information can be incomplete or contradictory. 

The result is delayed decisions, unnecessary escalations, and analyst fatigue. 

Step 3: Verify alerts fast  

What helps analysts verify alerts faster 

Analysts move faster when they have access to a single, reliable source of fresh threat intelligence that gives instant context for any indicator they see. 

The most effective solutions don’t rely on second hand reports. They pull data from their own live sources; real malware executions, active honeypots, and real victim environments. That means the intelligence is current, detailed, and available the moment an alert appears. 

With this level of context, analysts can make confident decisions in seconds instead of spending time searching, cross-checking, and guessing. 

How teams do this with ANY.RUN 

ANY.RUN enables fast alert verification through its Threat Intelligence Lookup

TI Lookup gives analysts instant access to live attack data for IPs, domains, URLs, file hashes, and behavioral indicators. Each lookup returns real-world context, including how the indicator is used, what malware it’s linked to, and where it was observed; all based on active threat analysis, not old reports. 

As the intelligence comes from real malware executions shared by 15,000 organizations and 500,000 analysts, analysts can verify alerts in seconds instead of starting from zero. 

How ANY.RUN’s TI Lookup helps in faster response 

To see how this works in practice, imagine this: A SOC receives an alert about a connection to an unfamiliar IP address. A quick lookup shows it’s actively used in a Remcos malware campaign, with links to sandbox sessions where the same infrastructure was observed. With this context, the analyst can block the connection and close the alert confidently within minutes. 

TI Lookup query: destinationIP:”23.95.117.252″ 

TI Lookup demonstrates recent analysis sessions related to the search IP address and Remcos malware campaign 

For even faster workflows, TI Lookup integrates directly with SIEM, SOAR, TIP, and XDR platforms. Alerts can be enriched automatically as they arrive, so reputation, behavior, and threat context are available immediately, reducing manual checks, unnecessary escalations, and investigation time. 

Speed up triage with rich threat context 
using ANY.RUN’s TI Lookup



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Make Fast Response the Standard 

In most SOCs, the problem isn’t speed. It’s the delay between seeing an alert and knowing what to do next. 

When alerts arrive without context, investigations stall. When verification depends on manual research, response drags on. Fixing these gaps changes how the SOC operates: 

  • incidents are prioritized earlier, 
  • investigations reach clear answers faster, 
  • alerts are confirmed before they turn into distractions. 
How ANY.RUN boosts response with its solutions 

Teams that apply this approach consistently reduce MTTR by 21 minutes, detect threats in a median of 15 seconds, and achieve a 3× increase in team efficiency, without adding pressure to the team. 

About ANY.RUN 

ANY.RUN provides interactive malware analysis and threat intelligence solutions used by 15,000 SOC teams to investigate threats and verify alerts. They enable analysts to observe real attacker behavior in controlled environments and access context from live attacks. The services support both hands-on investigation and automated workflows and integrates with SIEM, SOAR, and EDR tools commonly used in security operations. 

See ANY.RUN’s solutions in action with 14-day trial 

The post SOC Leader’s Playbook: 3 Practical Steps to Faster MTTR  appeared first on ANY.RUN’s Cybersecurity Blog.

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