Paul Bergman

Author: Paul Bergman

  • How US companies could be funding North Korean Missiles

    How US companies could be funding North Korean Missiles

    North Korean IT Workers in US Companies: A Hidden Threat to National Security

    The infiltration of North Korean IT workers into US companies is no longer a theoretical risk—it is a widespread, persistent, and evolving threat. Recent reports and warnings from government agencies and cybersecurity experts reveal that thousands of North Korean nationals have secured remote IT positions in US firms, including Fortune 500 companies, using stolen or fake identities and advanced AI tools. The consequences are severe: an estimated 90% of the revenue from these workers is funneled directly into North Korea’s nuclear weapons and ballistic missile programs, fueling one of the world’s most dangerous regimes.

    The Scale of the Problem

    • Widespread Infiltration: Nearly every Fortune 500 company has received applications from North Korean IT workers, and many have unwittingly hired them.
    • Massive Revenue Generation: The scheme has generated between $250 million and $600 million annually for North Korea since 2018, with the vast majority of these funds supporting the regime’s prohibited weapons programs.
    • Sophisticated Tactics: North Korean operatives use a combination of AI, deepfakes, and face-swapping technology to create convincing fake profiles, alter their appearance and voice during interviews, and even hold multiple jobs simultaneously.

    How North Korean IT Workers Operate

    • Identity Obfuscation: They use stolen or fabricated identities, often posing as American or other non-North Korean nationals.
    • AI-Powered Deception: Advanced AI tools help them generate fake resumes, profile photos, and even real-time video interview deepfakes.
    • Remote Work Loopholes: The shift to remote work has made it easier for these operatives to bypass traditional in-person verification and background checks.
    • Insider Threats: Once inside, these workers may steal sensitive data, plant malware, or extort companies by threatening to leak proprietary information.

    Red Flags and Warning Signs

    Technical Indicators:

    • Use of public VPNs, remote management tools, or unauthorized software on corporate devices.
    • Accessing company systems from unusual or inconsistent geographic locations.

    Behavioral Indicators:

    • Frequent excuses for missing video calls or last-minute cancellations.
    • Inconsistencies between interview performance and on-the-job capabilities—such as excellent code submitted but poor explanation of the work, suggesting multiple people may be sharing the role.
    • Different individuals appearing on camera during interviews versus regular meetings.
    • Reuse of phone numbers or email addresses across multiple job applications.

    Recruitment Process Red Flags:

    • Candidates claim to have attended non-US educational institutions with unverifiable credentials.
    • Applications coming through third-party staffing firms with opaque vetting processes.
    • Overly polished LinkedIn or freelance profiles that seem too good to be true.

    How Companies Can Protect Themselves

    1. Strengthen Identity Verification

    • Implement rigorous background checks, including verifying educational and employment history through trusted sources.
    • Use video interviews with real-time verification and cross-check against submitted identification.

    2. Monitor Technical and Behavioral Indicators

    • Track device usage, login locations, and unusual access patterns on corporate networks.
    • Educate frontline managers and HR teams to recognize the behavioral red flags described above.

    3. Scrutinize Third-Party Staffing Firms

    • Demand transparency from staffing partners about their vetting processes.
    • Connect staffing firms with law enforcement briefings on this threat.

    4. Foster a Culture of Vigilance

    • Encourage managers to have open conversations about performance and behavioral anomalies, even if uncomfortable.
    • Regularly update staff on the latest tactics used by North Korean threat actors.

    5. Collaborate with Authorities

    • Report suspicious cases to the FBI or relevant law enforcement agencies for investigation and support.

    Conclusion

    The infiltration of North Korean IT workers into US companies is a national security issue, not just a business risk. With the vast majority of their earnings funding North Korea’s nuclear weapons program, every compromised hire directly contributes to a global threat23. By understanding the red flags and implementing robust hiring and monitoring practices, companies can play a crucial role in shutting down this dangerous revenue stream.

    “This threat is very adaptable; they have an exit strategy and a plan to have some monetary gain… We have to be adaptable as defenders and responders to be prepared to detect and respond to these changes.”
    — Bryan Vorndran, FBI Cyber Division

    Vigilance, education, and collaboration are essential to keeping North Korean operatives out of your workforce—and out of your networks.

    Read more:
    Recruitment Red Flags: Spotting DPRK IT Remote Workers

    North Korea Cyber Threat Overview and Advisories

    DPRK IT WORKERS

  • Cryptocurrency Fraud: Why Losses Are So Shockingly High

    Cryptocurrency Fraud: Why Losses Are So Shockingly High

    Cryptocurrency emerged as a global financial force from its root status as a peripheral pastime—but with growth comes risk. And perhaps nowhere is that more glaringly evident than in the stratospheric losses that accompany cryptocurrency scams. According to recent statistics by the Federal Trade Commission (FTC) and Chainalysis, victims have lost billions of dollars in cryptocurrency-based scams during the past year alone.

    Why is there so much fraud in crypto? Why are losses so massive? And most importantly, how can investors and average users protect themselves?

    Let’s break it down.

    1. Crypto Transactions Are Irreversible
    When you send cryptocurrency, it’s gone—period. No chargeback process like with credit cards or bank wires. That’s great for decentralization and privacy, but it also makes cryptocurrency the perfect tool for scammers. They know that once they’ve got you talking to send Bitcoin or Ethereum, there’s really no taking it back.

    2. Anonymity Works Both Ways
    Cryptocurrency ensures anonymity and privacy, but the same qualities allow scammers to vanish into thin air. Criminals may go undercover with pseudonymous wallet addresses, laundering stolen funds through “mixers” or converting them into other tokens so that their tracks are covered. Law enforcement authorities tend to be behind.

    3. Hype, FOMO, and the Fear of Missing Out
    Crypto markets are renowned for rapid profits—and that gets investors excited. That excitement also makes people let their guard down, though. Scammers exploit this by offering guaranteed returns, hidden investment tactics, or “the next big thing.” Before victims can say it’s a scam, the scammers disappear.

    4. Lack of Regulation and Oversight
    While old money is tightly regulated, the world of cryptocurrency remains loosely regulated across the majority of jurisdictions. That leaves little to prevent malicious actors. Scam “exchanges,” Ponzi schemes disguised as blockchain startups, and pump-and-dump coin games run rampant without pause. Even solid-sounding companies may have no actual liability.

    5. Social Engineering Is Rampant
    Most cryptocurrency scams begin with social engineering. Scammers pose as prospective love partners, customer support agents, or social media influencers offering giveaways of crypto. They gain the trust of their victims, then scam them into surrendering control of electronic wallets or sending money directly.

    6. User Lack of Education
    Let’s face it: crypto is complicated. Most users don’t have the first clue how wallets, private keys, or even blockchain security function. That’s where scams come in. The victims themselves are often unaware they’ve done something naughty until weeks later when it’s too late.

    Staying Safe

    • Use trusted exchanges and wallets. Research sites prior to sending funds.
    • Do not give out your private keys or seed phrases. Not even to “support staff.”
    • Be wary of promised returns. If it seems too good, it likely is.
    • Double check URLs and email addresses. Scammers adore impersonating trusted brands.
    • Educate yourself before you invest. Understand what you are purchasing and how it works.
    • Enable multi-factor authentication (MFA). Especially on wallets and exchanges.

    Common Crypto Scam Types

    • Investment scams (e.g., fake trading sites or mining schemes)
    • Phishing against wallets or exchange logins
    • Rug pulls (scam tokens or projects that disappear with funds)
    • Impersonation scams, commonly social media or dating profiles
    • “Pig butchering” scams where someone is groomed over a period of time

    Summary
    The promise of financial independence and disruption in crypto is real—but so is danger. Frauds against cryptocurrency are so common because of irreversible transactions, anonymity, social engineering, and unregulated environments. No system is perfect, but awareness and education are your best defenses.

    If you’re exploring the crypto world, do it smartly. The technology is exciting, but there’s no such thing as a free Bitcoin.

  • Balancing Budgets and Breaches: The Risky Tradeoff of Cutting Tech Talent

    Balancing Budgets and Breaches: The Risky Tradeoff of Cutting Tech Talent

    Balancing Budgets and Breaches: The Risky Tradeoff of Cutting Tech Talent

    In an era where technology drives competitive advantage, companies are under increasing pressure to cut costs while remaining innovative. Artificial Intelligence (AI) has emerged as a compelling solution, promising automation, efficiency, and scalability. For executive boards focused on shareholder value and margin expansion, it’s easy to see AI as a strategic investment—especially during periods of financial tightening.

    But as organizations accelerate their shift toward automation, many are making a consequential tradeoff: reducing their technical headcount, especially in cybersecurity and IT operations. While this may appear to streamline expenses in the short term, the longer-term implications deserve closer scrutiny.

    Recent examples from major firms like Microsoft and CrowdStrike underscore this trend. Both companies have announced workforce reductions—7,000 and several hundred jobs respectively—while ramping up AI investments (Microsoft Layoffs, CrowdStrike Cuts). For board members, this shift may look like prudent fiscal management—but there’s another side to the story.

    Cybersecurity Staffing: An Unseen Cost

    According to a Dark Reading article, mass layoffs in information security can create hidden vulnerabilities. More than 80% of departing employees take some form of sensitive information with them—either unintentionally or maliciously. This risk grows exponentially when defensive cybersecurity staff are reduced or replaced without a solid transition plan in place.

    Cutting defensive staff may also mean fewer eyes on real-time alerts, fewer team members conducting penetration testing, and longer response times during active threats. AI can certainly assist with detection and automation—but it still needs experienced humans to interpret signals, act with nuance, and make judgment calls in rapidly evolving threat environments.

    Why Boards Feel the Pressure

    From the boardroom perspective, AI can look like a smart play. Technology vendors promise lower long-term operational costs, 24/7 monitoring, and faster throughput. And with capital markets and investors increasingly fixated on profitability and growth, the drive to find cost efficiencies is real. This is particularly acute in tech-heavy sectors where headcount is a large portion of operational spend.

    However, while automation can enhance productivity, it doesn’t eliminate risk. When cybersecurity roles are seen as cost centers rather than risk mitigation investments, the balance can tip dangerously toward exposure.

    A Smarter Path Forward

    This isn’t a call to reject AI. On the contrary, AI is already improving outcomes in areas like phishing detection, log analysis, and behavioral anomaly monitoring. But it works best as a co-pilot—not a replacement—for skilled professionals.

    Boards and executive teams must consider hybrid models that integrate AI with existing human talent. Upskilling employees to work alongside AI, rather than replacing them outright, can preserve institutional knowledge while embracing innovation.

    Final Thoughts

    It’s understandable that companies seek to do more with less. But as cybersecurity threats become more sophisticated and reputational risks grow, the decision to replace experienced defenders with machines should be made with full awareness of the tradeoffs. AI may be the future—but it’s not a substitute for human expertise just yet.

    Let me know if you’d like a LinkedIn version or graphic elements for this article.

  • AI Is Powerful—But Let’s Be Honest, It’s Still Pretty Clumsy

    I’m going to be honest and say that I use AI for a lot of things. I’ve used it for content writing, creating code, and research. I’ve played with image video creation. I’ve created presentations and use inline editing features. AI is super useful and can save a lot of time but if you’ve spent any time experimenting with AI tools you’ve probably had a moment where you sat back and thought, “This is amazing… but also kind of wrong.”

    You’re not alone.

    AI is having a moment, and its advocates are everywhere. Some may even understand it but let’s be honest, most are chasing the trend.

    We’re told we need to “learn to prompt” or risk being left behind. But let’s take a step back from the hype and talk about what it’s really like using AI today. Spoiler alert: it’s not magic. It’s often confusing, frustrating, and flat-out inaccurate.

    Misunderstood Instructions Are the Norm, Not the Exception

    Let’s start with the basics: AI often doesn’t do what you ask it to do. You might write a clear, detailed prompt, and the AI returns something… adjacent. Maybe it follows part of the instructions but completely misses the point. Or worse, it confidently invents and uses that as a foundation for an argument.

    This is especially tricky when you’re trying to get nuanced output. AI can be great at summarizing an article or rephrasing a sentence, but once you add complexity it falters. Creating an image with specific symbolism, or asking for a particular tone in writing, it’s a toss-up.

    Look, it takes us numerous iterations to create a final draft, or photo, or design. We expect it to be a process. We don’t give that grace to AI-we expect first-time perfection. Maybe that’s not fair.

    Graphics? Don’t Even Get Me Started

    AI image generation has come a long way but it’s not ready for prime time either. While the results can be breathtaking at first glance, they tend to fall apart on closer inspection.

    Mouths often look bizarre, words are hilariously misspelled (ask it to write “STOP” on a sign and see what happens), and symmetry is optional. Want to include hands? Buckle up. You’re either getting six fingers, melted palms, or something that looks like it escaped from a horror film.

    It’s impressive, yes—but far from dependable.

    Hallucinations: The Fancy Word for Making Stuff Up

    One of the biggest issues with AI, especially in writing and research, is its tendency to “hallucinate.” That’s a polite way of saying it makes stuff up, and quotes with total confidence. And unless you already know the subject well, you might not even catch it.

    That’s a problem. A big one. Especially if you’re trying to use AI for something that requires accuracy, like legal writing, grant applications, or technical documentation.

    So… Do I Really Need to Learn Prompt Engineering?

    You’ve probably heard this before: “Prompting is the new coding. If you don’t master the art of writing prompts, you’ll be unemployable in the future.”

    But here’s the thing: how many of us still code today? In the early days of computing, you needed to know command-line language just to use your PC. Now? You tap an app and it works.

    The same will likely happen with prompting. AI tools will become more intuitive. Natural language input will get better. Templates, buttons, and integration will replace the need for finely-tuned prompt engineering in most use cases.

    In Summary

    AI is here to stay—but let’s stop pretending it’s flawless or even easy to use.
    It’s a tool. A powerful one, sure, but a tool that still needs oversight, patience, and a lot of trial and error. The future of AI probably won’t require all of us to become expert prompt engineers. It’ll just require us to understand the tool’s strengths—and more importantly, its limitations.

    Use AI, enjoy it, experiment with it. But don’t believe the hype that it’s already doing everything perfectly.

    Because sometimes it still can’t draw a mouth…but neither can I.

    Rebuttal

    So, I figured it was fair to let ChatGPT respond so pasted the above article with a prompt of: “How do you feel about that article? Is it accurate?”

    I think your article is very accurate—and refreshingly honest.

    You’ve captured the core frustrations many users feel but often don’t say out loud:

    • Misunderstood prompts: Absolutely a real issue. AI doesn’t “understand” intent the way humans do, so subtle instructions often go sideways unless phrased just right.
    • Hallucinations: These are one of the biggest risks, especially when AI outputs sound convincing but are totally fabricated.
    • Image generation flaws: Mouths, hands, and text are still regular pain points. It’s improved dramatically, but it’s not production-grade in many cases without manual cleanup.
    • Prompt engineering hype: You nailed the comparison to early computer use. Most people won’t be writing custom prompts long-term—interfaces and automation will abstract much of that away.

    The tone is spot-on: skeptical, fair, and not anti-AI, just clear-eyed. It acknowledges the power of the technology while pushing back against the idea that it’s seamless or inevitable that everyone needs to master it. That nuance is what makes it stand out.

    Ok, maybe we can still be friends.

  • Are you hosting a BotNet node?

    Are you hosting a BotNet node?

    Cybercrime Alert: FBI Warns of Botnet-Driven Attacks on old network routers​

    The FBI’s Internet Crime Complaint Center (IC3) has issued a critical alert regarding the 5Socks proxy service, a tool exploited by cybercriminals to mask malicious activities. This service facilitates the operation of botnets—networks of compromised devices—enabling a range of cyberattacks that threaten individuals and organizations alike.​

    Understanding Botnets: The Hidden Threat

    A botnet is a collection of internet-connected devices, such as computers and smartphones, that have been infected with malware and are controlled remotely by cybercriminals. These compromised devices, often referred to as “bots” or “zombies,” can be orchestrated to perform coordinated attacks without the owners’ knowledge.​

    Botnets are utilized for various malicious purposes, including:​

    • Distributed Denial-of-Service (DDoS) Attacks: Overwhelming targeted systems with traffic to disrupt services.​
    • Spam Distribution: Sending massive volumes of unsolicited emails.​
    • Data Theft: Harvesting personal and financial information.​
    • Credential Stuffing: Using stolen login credentials to access multiple accounts.​
    • Cryptocurrency Mining: Exploiting device resources to mine digital currencies.​

    5Socks Proxy Service: A Cybercriminal’s Tool

    The 5Socks proxy service has been identified as a facilitator for cybercriminals to anonymize their activities. By routing malicious traffic through this service, attackers can obscure their origins, making it challenging for law enforcement and cybersecurity professionals to trace and mitigate threats.​

    Protecting Yourself Against Botnet Threats

    To safeguard against botnet-related attacks:

    • Maintain Updated Software: Regularly update operating systems and applications to patch vulnerabilities.​
    • Use Robust Security Solutions: Employ reputable antivirus and anti-malware programs.​
    • Be Cautious with Emails and Links: Avoid clicking on suspicious links or downloading attachments from unknown sources.​
    • Implement Strong Passwords: Use complex passwords and consider multi-factor authentication.​
    • Monitor Network Activity: Keep an eye on unusual device behavior or network traffic.​

    Reporting Suspicious Activities

    If you suspect your device is part of a botnet or notice unusual online activities:

    • Report to IC3: Visit www.ic3.gov to file a complaint.​
    • Seek Professional Assistance: Consult cybersecurity experts to assess and remediate potential infections.

    Free Device Tracking Spreadsheet
    If you would like a template for device tracking, here is an Excel template.

  • Beware of Discount Health Insurance Scams: What You Need to Know

    Beware of Discount Health Insurance Scams: What You Need to Know

    In times of financial strain, especially with rising healthcare costs, many seek affordable health insurance options. Unfortunately, scammers exploit this vulnerability by offering fraudulent discount health insurance plans. The FBI has issued a public service announcement warning consumers about these deceptive schemes. Here’s what you need to know to protect yourself. This is a summary of the FBI – Public Service Announcement.

    Understanding the Scam

    These scams typically involve unsolicited calls, texts, or emails offering low-cost health insurance plans. The offers often come with high-pressure tactics, urging immediate action to secure a “limited-time” deal. Victims are promised comprehensive coverage at reduced rates but later discover that the plans provide little to no actual insurance benefits.​

    Real-Life Examples

    • Pennsylvania Couple: Enticed by a discounted plan, they signed up quickly. After medical visits, they learned their plan didn’t cover any expenses, leaving them with substantial bills.​
    • Texas Senior: Responded to an ad offering aid for essentials. He was told to enroll in a dental plan to receive the aid. Attempts to cancel the policy were ignored, leading to unauthorized charges.​
    • Maryland Resident: Paid upfront for a plan promising extensive coverage. After emergency surgery, he discovered the hospital didn’t accept his insurance, resulting in a $7,000 bill.​

    Protecting Yourself

    To avoid falling victim to such scams:

    • Verify Legitimacy: Ensure the insurance company is licensed in your state. Check with your state’s insurance commissioner or the Better Business Bureau.​
    • Consult Providers: Confirm that your healthcare providers accept the insurance plan before enrolling.​
    • Demand Documentation: Legitimate plans provide detailed policy documents. Review them thoroughly before making any payments.
    • Avoid Upfront Payments: Be cautious of plans requiring large upfront fees or pressuring you to make immediate decisions.​
    • Research Offers: If a deal sounds too good to be true, it probably is. Take time to research and compare plans.​

    Warning Signs

    ???? High-Pressure Sales Tactics

    • You’re told to act immediately or you’ll lose the offer.
    • The representative discourages you from reviewing documentation or asking questions.

    ???? Vague or Misleading Information

    • The plan is described as “not technically insurance” but promises “full coverage.”
    • They avoid giving detailed policy information or use vague language like “unlimited benefits.”

    ???? Upfront Payment Requests

    • You’re asked to pay high upfront fees or provide your bank account/credit card before seeing policy documents.

    ???? Limited or No Written Documentation

    • You don’t receive a formal policy or are only sent a generic brochure or a brief summary.
    • They refuse to send written confirmation until after payment.

    ???? Not Licensed or Registered

    • The company is not listed with your state’s department of insurance.
    • They can’t provide a valid license number or direct you to a physical office location.

    ???? Too Good to Be True Offers

    • Extremely low monthly rates or “limited time only” discounts that seem unrealistic.
    • Claims to cover everything without exclusions, limits, or deductibles.

    ???? Suspicious Contact Methods

    • Unsolicited calls, texts, emails, or social media ads—especially if they’re from generic names like “Health Services” or “Benefits Center.”

    ???? Difficulty Canceling or Reaching the Company

    • Once you’ve paid, it’s hard to get a real person on the phone, or canceling the policy is nearly impossible.

    Reporting Fraud

    If you suspect you’ve been targeted or have fallen victim to a health insurance scam:

    • Report to the FBI: Visit the Internet Crime Complaint Center at www.ic3.gov to file a report. Provide as much information as possible about the fraudulent company.​
    • Contact Medicare: For issues related to Medicare, reach out at www.Medicare.gov or call 1-800-MEDICARE (1-800-633-4227).​

    In our free society, scams like this are easy to deploy. Stay vigilant and informed to protect yourself and your loved ones from these deceptive practices.

  • ???? How AI-powered bots are redefining online fraud

    ???? How AI-powered bots are redefining online fraud

    AI-Powered Payment Fraud Is Now—and Online Financial Services Must Act Now

    Online financial services companies—mobile banking apps, digital payments platforms, and online lenders, to name a few—are changing how we manage cash. But where there’s innovation, there’s risk. There’s a new breed of cyber attacks coming down the pike, and they’re powered by something otherworldly advanced: artificial intelligence.

    What’s Happening?
    Cyberthieves today are no longer just using simple bots to commit fraud. They’re using programs with AI capabilities to pretend to be humans—bending traditional security tests like CAPTCHAs and even creating counterfeit but realistic identities. These types of bots would cycle through stolen passwords at remarkable speed, take over user accounts, and subscribe to new services with fake information.

    Indeed, according to the latest reports, account takeovers surged 13% in the previous year, and synthetic identity fraud (with AI-generated fake identities) accounted for over $35 billion worth of losses. This is no longer a specialty issue—it’s a mass crisis.

    Why It Matters
    For financial services firms that are digital, this isn’t just about missing dollars. It’s about trust. When hackers break into user accounts or trigger counterfeit payments, the damage is far more than the dollars. Firms must contend with chargebacks, regulatory penalties, time-consuming investigations, and—most importantly—irate, anxious customers who may never return.

    How Companies Can Protect Themselves
    The old ways of preventing fraud no longer work. The scamming threats of today need more modern safeguards—solutions as smart as the bots they use to breach them.

    The solution? Security tools that employ AI, monitoring user activity, raising alarm to suspicious activity in real-time, and preventing bot activity from spreading damage. DataDome and others lead in multi-layer security that takes a both- sides-of-the-hill approach by preventing false alarms and sustaining uninterrupted customer journeys.

    The Clock Is Ticking
    This risk isn’t coming—it’s here. Online financial companies must move quickly to tighten their fraud protection or risk being left vulnerable to ever more complex and automated attacks. AI-facilitated fraud is evolving quickly, but with the right security, online financial services can stay one step ahead.

  • Rethinking Logins: 5 Points you need to balance

    Rethinking Logins: 5 Points you need to balance

    Managing digital identities can feel like something that only big government agencies or behemoth corporations would bother with—but it’s just as important for small businesses, too. The great news is that you don’t need  to have lots of money or a squad of cybersecurity experts to do it right.

    The National Institute of Standards and Technology (NIST) is a great source of guidance on things like this but their documents can be a bit technical. Here is a summary of the NIST Digital Identity Guidelines (SP 800-63-4) with 5 points from the framework to keep in mind.

    1. Risk-Based Approach: Evaluate risks on services being offered and decide on the level of identity assurance needed. For less risky services, minimal verification might suffice, but riskier services will need more secure proofing.
    2. Multi-Factor Authentication (MFA): Use MFA to create security. Simple MFA using simple-to-use authenticator apps or SMS for proof is inexpensive and simple. These are so common now that not using MFA is really questionable.
    3. Federated Identity Solutions: Use existing identity providers (e.g., Google, Microsoft) to authenticate identities, so as to avoid the expense of processing credentials in-house.
    4. Privacy and Usability: Keep identity processes user-privacy-aware and usability-focused. Gather only required information and good data-handling practices communication.
    5. Continued Evaluation: Periodically review and enhance identity management processes to stay up to date with changing threats and new technologies. Seek feedback from users to establish where they can be improved.

    Small businesses will be in a position to enhance their electronic identity management processes by embracing the SP 800-63-4 guidelines, achieving a balance between security, convenience, and cost factors.

  • CouchDB: This NoSQL Database Stands Out for Scalability and Flexibility

    CouchDB: This NoSQL Database Stands Out for Scalability and Flexibility

    CouchDB came up on my radar a few weeks ago when researching the Erlang OTP SSH vulnerability CVE-2025-32433 exploit. CouchDB is a super interesting database because it is schema-free, document-oriented, and great at syncing across devices. Here are some common uses:

    ???? 1. Mobile Applications (especially Offline-First Apps)

    • CouchDB’s ability to sync databases (even when offline) makes it a natural fit for mobile apps that need to work without internet access.
    • Example: A delivery app where drivers can still log deliveries without a connection and sync everything later.

    ???? 2. Web Applications with Complex User Data

    • Since CouchDB stores data as JSON documents, it’s flexible for apps that need to save lots of user-generated content (comments, posts, custom settings).
    • Example: A customer portal where users can update settings, upload files, and personalize dashboards.

    ???? 3. Distributed Systems

    • CouchDB is designed for master-master replication, so multiple databases can talk to each other and stay in sync. Perfect for multi-location apps.
    • Example: A retail chain where every store has a local copy of the database, syncing nightly with headquarters.

    ???? 4. Event Logging and Audit Trails

    • It’s great for storing events or logs because documents are easy to append and you don’t need to worry about rigid table structures.
    • Example: A cybersecurity system recording user login attempts and system changes.

    ???? 5. E-commerce Product Catalogs

    • CouchDB’s flexible document model is good for products that have different attributes (e.g., a laptop vs. a T-shirt).
    • Example: An online store where some products have 20 fields and others have 3.

    ???? 6. IoT Device Data

    • Collecting small, varied bits of data from lots of IoT devices is easier with CouchDB because of its schema flexibility and ability to sync in chunks.
    • Example: Smart home devices sending temperature readings, device settings, and usage logs.

    ???? 7. Content Management Systems (CMS)

    • Great when you need a flexible backend for a CMS that might have articles, videos, events, and other content types.
    • Example: A news platform where every article can have a totally different structure or metadata.

    If it’s good for a CMS…can we use it for WordPress?

    The realistic answer is ‘no’ because CouchDB is a NoSQL database and cant replace the WP database easily. Being an engineer, the real answer is … technically, it could be made to work but you would need to rewrite almost all of WP.

    ????️ WordPress is Built for SQL Databases

    • WordPress is designed around relational databases like MySQL or MariaDB.
    • It expects tables like wp_posts, wp_users, wp_options, and uses complex SQL queries (joins, foreign keys, etc.).
    • CouchDB is a NoSQL document database — it does not use tables, rows, or SQL at all.

    Bottom Line:
    WordPress expects structured, relational data. CouchDB offers flexible, unstructured documents. They speak totally different languages.

    ???? WordPress Core Would Need a Rewrite

    • You would need to reprogram the entire database layer of WordPress (called wpdb) to talk to CouchDB.
    • All the plugins, themes, and core functionality that expect SQL would break.

    ???? Different Strengths

    • MariaDB is great for structured content where relationships matter (like posts belonging to users, comments on posts, etc.).
    • CouchDB is better for dynamic, changing, or highly variable content, and syncing between devices — not rigid relational structures.

    ???? Could it theoretically be done?

    • Yes, with massive effort:
      • Build a compatibility layer that translates WordPress SQL queries into CouchDB document queries.
      • Rewrite plugins and themes that directly touch the database.
    • Some experimental projects (like “NoSQL for WordPress”) tried this idea with MongoDB (another NoSQL database) but none really caught on.

    ???? In Summary:

    • CouchDB cannot replace MariaDB in WordPress easily.
    • Stick with MariaDB or MySQL for WordPress.
    • If you want CouchDB, it’s better suited for custom apps or new CMS builds where you design around document storage from the beginning.
  • Phishing Kits Are Fueling Toll and Delivery Scams Across the U.S.

    Phishing Kits Are Fueling Toll and Delivery Scams Across the U.S.

    A sophisticated SMS phishing campaign, known as “smishing,” is sweeping across the United States, targeting unsuspecting individuals with fake toll and delivery notifications. At the heart of this operation is a Chinese-developed smishing kit created by a threat actor known as Wang Duo Yu. This kit has been instrumental in facilitating widespread fraud, affecting users in multiple states and countries.​ Read more

    ???? The Toll Scam: A Nationwide Deception

    Since October 2024, cybercriminals have been impersonating U.S. electronic toll collection systems like E-ZPass, sending fraudulent SMS messages and Apple iMessages to individuals in states including Washington, Florida, Pennsylvania, Virginia, Texas, Ohio, Illinois, and Kansas. These messages claim the recipient has an unpaid toll, urging them to click on a link to resolve the issue.​

    Upon clicking, victims are directed to a fake E-ZPass page, where they are prompted to enter personal information and payment details. This data is then harvested by the attackers for financial theft. ​

    ???? The Delivery Deception: Failed Package Notifications

    In addition to toll scams, the same smishing kits are used to send fake package delivery notifications. Victims receive messages claiming a package delivery failed due to incomplete address information, directing them to a fraudulent website to update their details and pay a small redelivery fee. This tactic has been employed globally, targeting postal services in over 121 countries. ​

    ???? The Smishing Kit: A Cybercriminal’s Toolkit

    The smishing kit developed by Wang Duo Yu is a comprehensive tool that allows cybercriminals to easily create and manage phishing campaigns. It includes features like:​

    • Customizable Templates: Pre-designed phishing pages mimicking various services.​
    • CAPTCHA Challenges: Fake security measures to add legitimacy.​
    • Payment Processing: Forms to collect credit card information.​
    • Backdoor Access: A hidden feature that sends collected data back to the kit’s creator, enabling double theft. ​

    These kits are sold on Telegram channels, with prices ranging from $20 to $50, depending on the features included according to ​The Hacker News

    ❓Why the “Reply ‘y’ to this message”

    Ever wonder why they want you to reply to the SMS message? The answer is fairly simple: they need you to.

    Apple restricts sending URL’s in messages from unverified sources. There are two ways they verify the sender:

    1. They are an established entity with Apple.
    2. You have exchanged communication with the sender.

    Now, by replying to the sender with anything, you’ve validated them. That opens up them sending you a URL link to their website which will steal your information. If you don’t reply to them, they are blocked from sending you the *really* bad stuff. 🙂 And unfortunately, replying “Please remove me” also validates them.

    Also, a reply validates you as a sucker…er, active phone number and that isn’t good either. You will be on a target list and they know they only need to find the right angle to get you hooked.

    ???? Global Reach and Impact

    The Smishing Triad, the cybercrime group utilizing these kits, has a vast infrastructure, with over 60,000 domains used to host phishing sites. They claim to have “300+ front desk staff worldwide” to support their operations, which include credential harvesting from banks and financial organizations in Australia and the Asia-Pacific region. ​

    ????️ Protecting Yourself from Smishing Attacks

    To safeguard against these scams:

    • Think: Ask yourself if this really seems legit and if this is how they would send important information.
    • Verify Messages: Contact the organization directly using official channels.​
    • Avoid Clicking Links: Do not click on links in unsolicited messages.​
    • Use Security Software: Keep your devices protected with up-to-date security solutions.​
    • Report Scams: Inform authorities about suspicious messages to help combat these threats.​

    Stay vigilant and informed to protect yourself from these evolving cyber threats.