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Protect your data before holiday shopping scams strike

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Protect your data before holiday shopping scams strike

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The holiday season is the happiest and riskiest time of year to be online. As millions of us gear up for Black Friday and Cyber Monday deals, scammers do the same.

Every year, they target holiday shoppers with fake websites, “too-good-to-be-true” deals and scam emails that look identical to legitimate retailers. But here’s the part most people miss: scammers don’t just rely on luck. They already have your personal data before you even click “add to cart.”

From leaked email addresses to exposed phone numbers and home addresses, your personal information is being bought and sold by data brokers, companies that collect and resell detailed profiles about you. Those profiles are exactly what scammers use to send realistic “order confirmations,” fake delivery alerts and “urgent payment” texts during this holiday period and beyond.

Let’s unpack how this works and what you can do now to stay safe before the holiday chaos begins.

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RETIREES LOSE MILLIONS TO FAKE HOLIDAY CHARITIES AS SCAMMERS EXPLOIT SEASONAL GENEROSITY

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Scammers ramp up fake websites and emails during the holiday shopping rush. (iStock)

Why scammers love the holiday season

November through December is a goldmine for cybercriminals. According to the CISA, reports of online shopping scams spike during this time of year and vary in their approaches. The reason? We let our guard down when we’re rushed, distracted or excited by a deal. Staying alert during the holiday season can help you avoid data exposure and financial losses. Here are some of the most common scams you should be aware of. 

Phantom stores

The surge of promotions during the holiday season is the perfect time for “phantom stores” to thrive. It’s a fraudulent store that mimics the interface and products of a well-known brand. Once you purchase from such a website, you’ll never receive your order as the store doesn’t actually exist.

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Real-world example: Fake IKEA websites appeared with URLs spelled “ikeaa-sale.com” and “ikea-blackfriday.shop,” mimicking the official ikea.com interface with copied product images, logos and discount banners.

They lured shoppers with huge discounts and clearance offers to steal credit card data. Eventually, they were reported and taken down, but the damage has been done.

What to do? Always check the URL of the store you shop at and only click links from the store’s official website or social media.

Delivery scams

According to recent research, some of the most popular shopping apps are selling your location data to third parties. It’s no surprise that you might receive fake delivery texts.

Your leaked data fuels realistic “order” and “delivery” scams online. (iStock)

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MAJOR COMPANIES, INCLUDING GOOGLE AND DIOR, HIT BY MASSIVE SALESFORCE DATA BREACH

Real-world example: Temu is a popular app for scammers to mimic. They can easily find your contact information and order details to text “Your order couldn’t be delivered.” Each text contains a phishing link that can install malware on your device or steal your personal information.

What to do? Make sure the texts you receive come from a legit courier service and double-check it on the store’s website.

Fake order emails

Some scammers use sophisticated phishing tactics to lure victims. They engineer emails from well-known brands, use an urgent tone, place malicious links and urge you to click on your order status. In reality, there is no order status – they’re stealing your data.

Real-world example: Amazon is one of the biggest online retailers worldwide, and that makes the brand easy to mimic. Scammers send emails on behalf of Amazon to try to steal customers’ personal data because it’s highly likely that their victims have used Amazon, making it less suspicious. However, phishing emails have some telltale signs you can look out for.

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What to do? Never click on any suspicious links and always check the sender’s contact information.

Unwanted data exposure

When you shop online, you should be aware of the data you share, including your contact information, shopping habits, credit card details and more. All stores collect some type of data about you. However, some companies collect more than you think.

Real-world example: The infamous Target controversy in 2012 revealed how big retailers use data analysis to predict your shopping behavior. The company collected shopping data and managed to produce a predictive model for soon-to-be mothers.

They sent out brochures with baby clothes, vouchers for baby formula and more before the customers even knew they were pregnant. Thankfully, modern shopping looks a bit different. You can opt out of certain data collection and exercise your right to remove personal information from websites that collect it.

What to do? Check what data the stores collect about you and request the removal of any private information you don’t want them to have.

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THE TRUTH BEHIND THOSE MYSTERIOUS SHIPMENT EMAILS IN YOUR INBOX

How scammers find you

Imagine you’re browsing for gifts online. Within minutes, your activity generates data points – device info, IP address, browsing habits that feed into online databases. At the same time, data brokers already have your full profile: age, income, address history, family members and even shopping behavior. These profiles are sold to marketers and often leak into criminal databases.

That’s why scam calls, texts and emails often feel so “real.” They use your name, the right retailer, even your city. They’re not guessing. They’ve bought your digital footprint.

The “holiday cleanup” your data needs

Most people clear their browser cookies or delete old emails to “stay private.” But that’s like locking your front door while leaving all your personal documents on the lawn.

If you want to stop scammers from targeting you this holiday season, you need to remove your personal data from the source, the data broker databases that feed these scams.

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That’s where a data removal service comes in. While no service can guarantee the complete removal of your data from the internet, a data removal service is really a smart choice. They aren’t cheap, and neither is your privacy. These services do all the work for you by actively monitoring and systematically erasing your personal information from hundreds of websites. It’s what gives me peace of mind and has proven to be the most effective way to erase your personal data from the internet. By limiting the information available, you reduce the risk of scammers cross-referencing data from breaches with information they might find on the dark web, making it harder for them to target you.

Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com.

Get a free scan to find out if your personal information is already out on the web: Cyberguy.com.

Practical steps before you shop

To make sure your online shopping season stays stress-free and scam-free, here’s what CyberGuy recommends doing this week:

INSIDE A SCAMMER’S DAY AND HOW THEY TARGET YOU

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1) Run a privacy scan with a data removal service

Before the holiday rush, remove your exposed data from data brokers. You’ll reduce the number of scam calls, emails and texts you get this season and protect your financial info before it’s too late.

Take control by removing personal data from broker databases before you shop. (iStock)

2) Secure your email

Use strong, unique passwords for each online store or service. Consider a password manager to simplify this.

Next, see if your email has been exposed in past breaches. Our No. 1 password manager pick includes a built-in breach scanner that checks whether your email address or passwords have appeared in known leaks. If you discover a match, immediately change any reused passwords and secure those accounts with new, unique credentials. 

Check out the best expert-reviewed password managers of 2025 at Cyberguy.com.

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3) Check for fake stores

Before clicking a social media ad or email, hover over the link. Legit retailers use secure “https://” URLs and their exact brand name – no extra words or letters.

4) Avoid public Wi-Fi

Don’t shop or enter payment info over public Wi-Fi in an airport, café or mall, for example. Scammers can easily intercept unencrypted traffic.

5) Use credit cards or PayPal – not debit cards

HACKERS TARGET ONLINE STORES WITH NEW ATTACK

Credit cards have stronger fraud protection and make it easier to dispute unauthorized charges.

6) Enable two-factor authentication (2FA)

Turn on 2FA for your email, bank and shopping accounts. Even if scammers get your password, they can’t log in without your second verification step.

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7) Keep your software and apps updated

Cybercriminals often exploit outdated browsers or apps. Update your phone, computer and shopping apps before the holiday rush to close those security holes.

8) Monitor your bank and credit statements

Check your accounts daily during the shopping season. The faster you spot a suspicious charge, the easier it is to reverse and protect your funds.

Kurt’s key takeaways

Black Friday through Cyber Monday is the peak time for data harvesting. Every purchase, coupon code and sign-up adds to the profile that marketers and data brokers hold on you. That information can linger online for years, long after the sales end. The good news? It’s easier than ever to reclaim your privacy. By taking just a few minutes today, you can enjoy the holidays knowing your personal data is no longer on the open market.

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How confident are you that your personal data isn’t already fueling a scam this holiday season? Let us know by writing to us at Cyberguy.com.

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Copyright 2025 CyberGuy.com. All rights reserved.  

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Jikipedia turns Epstein’s emails into an encyclopedia of his powerful friends

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Jikipedia turns Epstein’s emails into an encyclopedia of his powerful friends

The folks behind Jmail are at it again with a clone of Wikipedia that turns the treasure trove of data in Epstein’s emails into detailed dossiers on his associates. Entries include known visits to Epstein’s properties, possible knowledge of Epstein’s crimes, and laws that they might have broken. The reports are dense, listing how many emails they exchanged with Epstein, basic biographical information, and details about how they’re connected.

Beyond that, there are entries for the properties Epstein owns, detailing how they were acquired and the alleged activities that took place there. There are also entries for his business dealings, including his relationship with JPMorgan Chase.

It is worth noting that the entries are AI-generated. While a casual glance seems to suggest Jikipedia is citing its sources, it’s still possible (if not likely) that there are some inaccuracies contained within them. The Jmail X account said that they’ll be implementing the ability for users to report inaccuracies and request changes soon.

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Android malware hidden in fake antivirus app

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Android malware hidden in fake antivirus app

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If you use an Android phone, this deserves your attention. 

Cybersecurity researchers warn that hackers are using Hugging Face, a popular platform for sharing artificial intelligence (AI) tools, to spread dangerous Android malware. 

At first, the threat appears harmless because it is disguised as a fake antivirus app. Then, once you install it, criminals gain direct access to your device. Because of this, the threat stands out as especially troubling. It combines two things people already trust — security apps and AI platforms.

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MALICIOUS GOOGLE CHROME EXTENSIONS HIJACK ACCOUNTS

Researchers say hackers hid Android malware inside a fake antivirus app that looked legitimate at first glance.  (Kurt “CyberGuy” Knutsson)

What Hugging Face is and why it matters

For anyone unfamiliar, Hugging Face is an open platform where developers share AI, NLP and machine learning models. It is widely used by researchers and startups and has become a central hub for AI experimentation. That openness is also what attackers exploited. Because Hugging Face allows public repositories and supports many file types, criminals were able to host malicious code in plain sight.

The fake antivirus app behind the attack

The malware first appeared in an Android app called TrustBastion. On the surface, it looks like a helpful security tool. It promises virus protection, phishing defense and malware blocking. In reality, it does the opposite. 

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Once installed, TrustBastion immediately claims your phone is infected. It then pressures you to install an update. That update delivers the malicious code. This tactic is known as scareware. It relies on panic and urgency to push users into tapping before thinking.

FAKE ERROR POPUPS ARE SPREADING MALWARE FAST

The fake TrustBastion app mimics a legitimate Google Play update screen to trick users into installing malware.  (Bitdefender)

How the malware spreads and adapts

According to Bitdefender, a global cybersecurity company, the campaign centers on a fake Android security app called TrustBastion. Victims were likely shown ads or warnings claiming their device was infected and were instructed to manually install the app.

The attackers hosted TrustBastion’s APK files directly on Hugging Face, placing them inside public datasets that appeared legitimate at first glance. Once installed, the app immediately prompted users to install a required “update,” which delivered the actual malware.

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After researchers reported the malicious repository, it was taken down. However, Bitdefender observed that nearly identical repositories quickly reappeared, with small cosmetic changes but the same malicious behavior. That rapid re-creation made the campaign harder to fully shut down.

What this Android malware can actually do

This Trojan is not minor or annoying. It is invasive. Bitdefender says the malware can:

Take screenshots of your device

Show fake login screens for financial services

Capture your lock screen PIN

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Once collected, that data is sent to a third-party server. From there, attackers can move quickly to drain accounts or lock you out of your own phone.

What Google says about the threat

Google says users who stick to official app stores are protected. A Google spokesperson told CyberGuy, “Based on our current detection, no apps containing this malware are found on Google Play.

“Android users are automatically protected against known versions of this malware by Google Play Protect, which is on by default on Android devices with Google Play Services.

“Google Play Protect can warn users or block apps known to exhibit malicious behavior, even when those apps come from sources outside of Play.”

BROWSER EXTENSION MALWARE INFECTED 8.8M USERS IN DARKSPECTRE ATTACK

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Once installed, the malware could capture screenshots, fake login details and even your lock screen PIN. (Kurt “CyberGuy” Knutsson)

How to stay safe from Hugging Face Android malware

This threat is a reminder that small choices matter. Here is what you should do right now:

1) Stick to trusted app stores

Only download apps from reputable sources like Google Play Store or the Samsung Galaxy Store. These platforms have moderation and scanning in place.

2) Read reviews before installing

Look closely at ratings, download counts and recent comments. Fake security apps often have vague reviews or sudden rating spikes.

3) Use a data removal service

Even careful users can have personal data exposed. A data removal service helps remove your phone number, email and other details from data broker sites that criminals rely on. That reduces follow-up scams, fake security alerts and account takeover attempts.

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While no service can guarantee the complete removal of your data from the internet, a data removal service is really a smart choice. They aren’t cheap, and neither is your privacy. 

These services do all the work for you by actively monitoring and systematically erasing your personal information from hundreds of websites. It’s what gives me peace of mind and has proven to be the most effective way to erase your personal data from the internet. By limiting the information available, you reduce the risk of scammers cross-referencing data from breaches with information they might find on the dark web, making it harder for them to target you.

Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com

Get a free scan to find out if your personal information is already out on the web: Cyberguy.com

4) Run Play Protect and use strong antivirus software

Scan your device regularly with Play Protect and back it up with strong antivirus software for added protection. Google Play Protect, which is built-in malware protection for Android devices, automatically removes known malware. However, it is important to note that Google Play Protect may not be enough. Historically, it hasn’t been 100% effective at removing all known malware from Android devices.

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The best way to protect yourself against malicious links that install malware and potentially access your private information is to have strong antivirus software installed on all your devices. This protection can also help you detect phishing emails and ransomware, keeping your personal information and digital assets safe.

Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android and iOS devices at Cyberguy.com

5) Avoid sideloading APK files

Avoid installing apps from websites outside the app store. These apps bypass security checks, so always verify the publisher name and URL.

6) Lock down your Google account

Your phone security depends on it. Enable two-step verification (2FA) first, then use a strong, unique password stored in a password manager to prevent account takeovers.

Next, see if your email has been exposed in past breaches. Our No. 1 password manager (see Cyberguy.com) pick includes a built-in breach scanner that checks whether your email address or passwords have appeared in known leaks. If you discover a match, immediately change any reused passwords and secure those accounts with new, unique credentials.

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Check out the best expert-reviewed password managers of 2026 at Cyberguy.com

7) Be cautious with permissions

Be cautious with accessibility permissions. Malware often abuses them to take control of your device.

8) Watch app updates closely

Malware can hide inside fake updates. Be cautious of urgent fixes that push you outside the app store.

Kurt’s key takeaways

This attack shows how quickly trust can be weaponized. A platform designed to advance AI research was repurposed as a delivery system for malware. A fake antivirus app became the threat it claimed to stop. Staying safe no longer means avoiding sketchy-looking apps. It means questioning even those apps that appear helpful and professional.

Have you seen something on your phone that made you question its security? Let us know your thoughts by writing to us at Cyberguy.com

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Copyright 2026 CyberGuy.com.  All rights reserved.

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The DJI Romo robovac had security so poor, this man remotely accessed thousands of them

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The DJI Romo robovac had security so poor, this man remotely accessed thousands of them

Sammy Azdoufal claims he wasn’t trying to hack every robot vacuum in the world. He just wanted to remote control his brand-new DJI Romo vacuum with a PS5 gamepad, he tells The Verge, because it sounded fun.

But when his homegrown remote control app started talking to DJI’s servers, it wasn’t just one vacuum cleaner that replied. Roughly 7,000 of them, all around the world, began treating Azdoufal like their boss.

He could remotely control them, and look and listen through their live camera feeds, he tells me, saying he tested that out with a friend. He could watch them map out each room of a house, generating a complete 2D floor plan. He could use any robot’s IP address to find its rough location.

“I found my device was just one in an ocean of devices,” he says.

A map like the one I saw, with robots and packets trickling in.
Image: Gonzague Dambricourt
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On Tuesday, when he showed me his level of access in a live demo, I couldn’t believe my eyes. Ten, hundreds, thousands of robots reporting for duty, each phoning home MQTT data packets every three seconds to say: their serial number, which rooms they’re cleaning, what they’ve seen, how far they’ve traveled, when they’re returning to the charger, and the obstacles they encountered along the way.

I watched each of these robots slowly pop into existence on a map of the world. Nine minutes after we began, Azdoufal’s laptop had already cataloged 6,700 DJI devices across 24 different countries and collected over 100,000 of their messages. If you add the company’s DJI Power portable power stations, which also phone home to these same servers, Azdoufal had access to over 10,000 devices.

Azdoufal says he could remote-control robovacs and view live video over the internet.

Azdoufal says he could remote-control robovacs and view live video over the internet.

When I say I couldn’t believe my eyes at first, I mean that literally. Azdoufal leads AI strategy at a vacation rental home company; when he told me he reverse engineered DJI’s protocols using Claude Code, I had to wonder whether AI was hallucinating these robots. So I asked my colleague Thomas Ricker, who just finished reviewing the DJI Romo, to pass us its serial number.

With nothing more than that 14-digit number, Azdoufal could not only pull up our robot, he could correctly see it was cleaning the living room and had 80 percent battery life remaining. Within minutes, I watched the robot generate and transmit an accurate floor plan of my colleague’s house, with the correct shape and size of each room, just by typing some digits into a laptop located in a different country.

Here are two maps of Thomas’ living space. Above is what we pulled from DJI’s servers without authentication; below is what the owner sees on their own phone.
Screenshots by The Verge

Here’s a fuller floor plan from Gonzague Dambricourt, who tried out a read-only version of Azdoufal’s tool.
Image: Gonzague Dambricourt (X)

Separately, Azdoufal pulled up his own DJI Romo’s live video feed, completely bypassing its security PIN, then walked into his living room and waved to the camera while I watched. He also says he shared a limited read-only version of his app with Gonzague Dambricourt, CTO at an IT consulting firm in France; Dambricourt tells me the app let him remotely watch his own DJI Romo’s camera feed before he even paired it.

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Azdoufal was able to enable all of this without hacking into DJI’s servers, he claims. “I didn’t infringe any rules, I didn’t bypass, I didn’t crack, brute force, whatever.” He says he simply extracted his own DJI Romo’s private token — the key that tells DJI’s servers that you should have access to your own data — and those servers gave him the data of thousands of other people as well. He shows me that he can access DJI’s pre-production server, as well as the live servers for the US, China, and the EU.

DJI has MQTT servers associated with the US, EU, and China. I’m not sure what VG stands for.

DJI has MQTT servers associated with the US, EU, and China. I’m not sure what VG stands for.
Screenshot by Sean Hollister / The Verge

Here’s the good news: On Tuesday, Azdoufal was not able to take our DJI Romo on a joyride through my colleague’s house, see through its camera, or listen through its microphone. DJI had already restricted that form of access after both Azdoufal and I told the company about the vulnerabilities.

And by Wednesday morning, Azdoufal’s scanner no longer had access to any robots, not even his own. It appears that DJI has plugged the gaping hole.

But this incident raises serious questions about DJI’s security and data practices. It will no doubt be used to help retroactively justify fears that led to the Chinese dronemaker getting largely forced out of the US. If Azdoufal could find these robots without even looking for them, will it protect them against people with intent to do harm? If Claude Code can spit out an app that lets you see into someone’s house, what keeps a DJI employee from doing so? And should a robot vacuum cleaner have a microphone? “It’s so weird to have a microphone on a freaking vacuum,” says Azdoufal.

It doesn’t help that when Azdoufal and The Verge contacted DJI about the issue, the company claimed it had fixed the vulnerability when it was actually only partially resolved.

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“DJI can confirm the issue was resolved last week and remediation was already underway prior to public disclosure,” reads part of the original statement provided by DJI spokesperson Daisy Kong. We received that statement on Tuesday morning at 12:28PM ET — about half an hour before Azdoufal showed me thousands of robots, including our review unit, reporting for duty.

Not just robovacs — DJI’s power stations also use this system.

Not just robovacs — DJI’s power stations also use this system.
Screenshot by Sean Hollister / The Verge

To be clear, it’s not surprising that a robot vacuum cleaner with a smartphone app would phone home to the cloud. For better or for worse, users currently expect those apps to work outside of their own homes. Unless you’ve built a tunnel into your own home network, that means relaying the data through cloud servers first.

But people who put a camera into their home expect that data to be protected, both in transit and once it reaches the server. Security professionals should know that — but as soon as Azdoufal connected to DJI’s MQTT servers, everything was visible in cleartext. If DJI has merely cut off one particular way into those servers, that may not be enough to protect them if hackers find another way in.

Unfortunately, DJI is far from the only smart home company that’s let people down on security. Hackers took over Ecovacs robot vacuums to chase pets and yell racist slurs in 2024. In 2025, South Korean government agencies reported that Dreame’s X50 Ultra had a flaw that could let hackers view its camera feed in real time, and that another Ecovacs and a Narwal robovac could let hackers view and steal photos from the devices. (Korea’s own Samsung and LG vacuums received high marks, and a Roborock did fine.)

It’s not just vacuums, of course. I still won’t buy a Wyze camera, despite its new security ideas, because that company tried to sweep a remote access vulnerability under the rug instead of warning its customers. I would find it hard to trust Anker’s Eufy after it lied to us about its security, too. But Anker came clean, and sunlight is a good disinfectant.

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DJI is not being exceptionally transparent about what happened here, but it did answer almost all our questions. In a new statement to The Verge via spokesperson Daisy Kong, the company now admits “a backend permission validation issue” that could have theoretically let hackers see live video from its vacuums, and it admits that it didn’t fully patch that issue until after we confirmed that issues were still present.

Here’s that whole statement:

DJI identified a vulnerability affecting DJI Home through internal review in late January and initiated remediation immediately. The issue was addressed through two updates, with an initial patch deployed on February 8 and a follow-up update completed on February 10. The fix was deployed automatically, and no user action is required.

The vulnerability involved a backend permission validation issue affecting MQTT-based communication between the device and the server. While this issue created a theoretical potential for unauthorized access to live video of ROMO device, our investigation confirms that actual occurrences were extremely rare. Nearly all identified activity was linked to independent security researchers testing their own devices for reporting purposes, with only a handful of potential exceptions.

The first patch addressed this vulnerability but had not been applied universally across all service nodes. The second patch re-enabled and restarted the remaining service nodes. This has now been fully resolved, and there is no evidence of broader impact. This was not a transmission encryption issue. ROMO device-to-server communication was not transmitted in cleartext and has always been encrypted using TLS. Data associated with ROMO devices, such as those in Europe, is stored on U.S.-based AWS cloud infrastructure.

DJI maintains strong standards for data privacy and security and has established processes for identifying and addressing potential vulnerabilities. The company has invested in industry-standard encryption and operates a longstanding bug bounty program. We have reviewed the findings and recommendations shared by the independent security researchers who contacted us through that program as part of our standard post-remediation process. DJI will continue to implement additional security enhancements as part of its ongoing efforts.

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Azdoufal says that even now, DJI hasn’t fixed all the vulnerabilities he’s found. One of them is the ability to view your own DJI Romo video stream without needing its security pin. Another one is so bad I won’t describe it until DJI has more time to fix it. DJI did not immediately promise to do so.

And both Azdoufal and security researcher Kevin Finisterre tell me it’s not enough for the Romo to send encrypted data to a US server, if anyone inside that server can easily read it afterward. “A server being based in the US in no way, shape, or form prevents .cn DJI employees from access,” Finisterre tells me. That seems evident, as Azdoufal lives in Barcelona and was able to see devices in entirely different regions.

“Once you’re an authenticated client on the MQTT broker, if there are no proper topic-level access controls (ACLs), you can subscribe to wildcard topics (e.g., #) and see all messages from all devices in plaintext at the application layer,” says Azdoufal. “TLS does nothing to prevent this — it only protects the pipe, not what’s inside the pipe from other authorized participants.”

When I tell Azdoufal that some may judge him for not giving DJI much time to resolve the issues before going public, he notes that he didn’t hack anything, didn’t expose sensitive data, and isn’t a security professional. He says he was simply livetweeting everything that happened while trying to control his robot with a PS5 gamepad.

“Yes, I don’t follow the rules, but people stick to the bug bounty program for money. I fucking don’t care, I just want this fixed,” he says. “Following the rules to the end would probably make this breach happen for a way longer time, I think.”

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He doesn’t believe that DJI truly discovered these issues by itself back in January, and he’s annoyed the company only ever responded to him robotically in DMs on X, instead of answering his emails.

But he is happy about one thing: He can indeed control his Romo with a PlayStation or Xbox gamepad.

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