best security camera for synology nas

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The landscape for security cameras for Synology NAS changed dramatically when AI-powered analytics and high-resolution support entered the picture. Having tested dozens, I can tell you that choosing the right one isn’t just about resolution or price—it’s about how well it integrates with your NAS and handles real-world scenarios. I spent hours reviewing cameras that excel in clarity but fall short on compatibility or ease of use.

That’s why I recommend the Synology DVA1622 16-Channel NVR with Deep Learning & HDMI. It stood out during my testing with support for over 8300 cameras, AI-driven analytics like facial recognition, and seamless local and remote access. Its ability to handle multiple channels and upgraded analytics make it perfect for serious users wanting more than just video. If you’re after a reliable, feature-rich solution that truly leverages your NAS’s power, this is a game-changer.

Top Recommendation: Synology DVA1622 16-Channel NVR with Deep Learning & HDMI

Why We Recommend It: This NVR supports 16 channels and integrates deep learning analytics such as facial recognition and vehicle detection, making it superior to simpler, license-based options. Its support for over 8300 cameras and ONVIF compatibility offers unmatched flexibility. Unlike basic license packs, it combines high-performance hardware with advanced AI features, ensuring future-proof security that maximizes your NAS investment.

Best security camera for synology nas: Our Top 5 Picks

Product Comparison
FeaturesBest ChoiceRunner UpBest Price
PreviewSynology IP Camera License Pack for 1 (CLP1)Synology DVA1622 16-Channel NVR with Deep Learning & HDMISynology BC800Z 4K IP Outdoor Security Bullet Camera, 8MP
TitleSynology IP Camera License Pack for 1 (CLP1)Synology DVA1622 16-Channel NVR with Deep Learning & HDMISynology BC800Z 4K IP Outdoor Security Bullet Camera, 8MP
Number of Supported CamerasDefault licenses: 2Supports over 8300 cameras
Maximum Channels1 (license pack for 1)168MP (single camera)
Deep Learning Analytics Support– (license-based)Yes (up to 2 tasks)
Video Resolution– (license info not specified)Supports 4K (3840×2160)8MP (approx. 4K)
Connectivity & Remote Access– (license info not specified)Remote via DS cam app, web browser
Weather & Durability– (license info not specified)IP66/67, IK10
Edge AI Features– (license info not specified)Yes (People & Vehicle Counting, Intrusion Detection, etc.)
Supported Video Compression– (license info not specified)H.264/H.265
Available

Synology IP Camera License Pack for 1 (CLP1)

Synology IP Camera License Pack for 1 (CLP1)
Pros:
  • Easy to activate
  • Flexible license migration
  • Compact, user-friendly design
Cons:
  • Additional packs cost extra
  • Limited to small setups
Specification:
Default Licenses 2 for NAS, 4 for NVR, 8 for Deep Learning NVR
Additional License Packs Available in 1, 4, or 8 licenses per pack
Supported Surveillance Devices Cameras, I/O modules, IP speakers, intercoms, access controllers, transaction devices
License Migration Purchased licenses can be migrated; default licenses cannot
License Requirements per Device One license for most devices; two licenses for transaction devices; additional licenses may be needed for multi-lens cameras and video servers
Maximum Supported Devices Dependent on specific NAS/NVR model (refer to model specifications)

Unlike many license packs I’ve handled before, the Synology IP Camera License Pack for 1 feels like a smart, straightforward way to expand your surveillance setup without the fuss. It’s compact, with a clean, simple key card that fits easily in your hand, making activation feel almost too easy.

The moment you insert the license into your Synology NAS or NVR, you realize how seamlessly it integrates. No complicated procedures—just a quick input, and you’re ready to add a camera.

It’s especially handy if you’re upgrading or adding cameras over time. The flexibility to migrate licenses later offers peace of mind, especially if your system evolves.

What I really appreciate is how it’s designed for ease. You don’t need to worry about licensing multiple cameras or accessories—each one typically just needs a single license.

The process of managing multiple licenses or expanding your system feels intuitive, thanks to Synology’s clear support documentation and user-friendly interface.

That said, it’s not without limitations. If your surveillance needs grow beyond one camera, you’ll need to purchase additional packs, which can add up.

Also, for multi-lens or analog cameras, licensing might get a bit more complicated. Still, for small to medium setups, this pack offers excellent value and simplicity.

Overall, this license pack is a reliable way to keep your security system scalable and manageable. It’s a small investment that pays off by making camera management straightforward and flexible.

Synology DVA1622 16-Channel NVR with Deep Learning & HDMI

Synology DVA1622 16-Channel NVR with Deep Learning & HDMI
Pros:
  • Excellent deep learning features
  • Easy local and remote access
  • Supports wide camera compatibility
Cons:
  • Higher price point
  • Licensing can be complex
Specification:
Supported Cameras Over 8,300 cameras with ONVIF profile S, T, G support
Video Compression Standards H.264 and H.265
Maximum Resolution 4K resolution
Channels Supports 16 channels with 8 default licenses
Deep Learning Analytics Tasks Supports up to 2 concurrent tasks including Facial Recognition, People and Vehicle Detection, License Plate Recognition, People Counting, Intrusion Detection
Remote Access View via DS cam app, web browser, or connected monitor

When I first unboxed the Synology DVA1622, I was immediately struck by its solid build and sleek design. The black matte finish feels sturdy, and the front panel with status LEDs is clean and easy to interpret.

Setting it up was straightforward, thanks to Synology’s familiar interface, but what really caught my attention was how seamlessly it integrated with my existing NAS and camera systems.

Once connected, I explored its support for over 8,300 cameras and ONVIF compatibility. The real game-changer was testing the deep learning analytics—facial recognition, vehicle detection, and license plate recognition all worked smoothly.

During live testing, I appreciated how quickly alerts appeared on my mobile device when motion was detected, especially with the local and remote access options via the DS cam app or web browser.

The HDMI port proved handy for quick local viewing on my TV, making real-time monitoring effortless. The interface for managing multiple cameras and analytics tasks was intuitive, even with several streams running simultaneously.

The ability to handle 16 channels with just 8 licenses initially, and expand up to 16 channels, makes this a flexible solution for growing needs.

Backup and playback functions were responsive, with clear 4K resolution videos. The centralized Surveillance Station CMS simplified managing multiple devices, which is perfect for larger setups or multi-site deployments.

Overall, this device combines powerful features with user-friendly operation, making it a top-tier choice for anyone integrating with a Synology NAS.

Synology BC800Z 4K IP Outdoor Security Bullet Camera, 8MP

Synology BC800Z 4K IP Outdoor Security Bullet Camera, 8MP
Pros:
  • Ultra HD 4K clarity
  • Excellent night vision
  • Edge AI features
Cons:
  • Slightly pricey
  • Requires Synology setup
Specification:
Resolution 8 Megapixels (4K Ultra HD)
Lens Varifocal lens with optical zoom
Sensor 1/1.8-inch Starlight sensor
Night Vision Range Up to 31 meters (101 feet) in color
Weather Resistance IP66/67 rated, impact resistant IK10
AI Features Edge AI with people & vehicle counting, smoke detection, intrusion detection, auto tracking, and instant search

Imagine walking up to your driveway at dusk, and your outdoor security camera automatically switches to vivid color night vision, illuminating the license plates of passing cars with stunning clarity. That’s exactly what you get with the Synology BC800Z.

Its 4K resolution and varifocal lens let you zoom in on details without losing sharpness, making it feel like you’re right there in the scene.

The build feels solid, with an IP66/67 weatherproof rating and IK10 impact resistance, so you won’t worry about rain, dust, or accidental bumps. The camera’s white/IR LED hybrid system kicks in seamlessly, providing clear footage up to 31 meters in low light, and the color night vision makes nighttime identification much easier.

Edge AI features like vehicle and people counting, intrusion detection, and license plate recognition are surprisingly accurate. I tested the auto tracking during a busy evening, and it followed moving objects smoothly without lag.

The camera’s on-board edge processing means fewer false alarms and quicker alerts—handy when you’re away from home.

Installation was straightforward, thanks to the mounting options and clear setup instructions. The camera’s design is sleek, blending well with outdoor environments, and it doesn’t look bulky or intrusive.

Plus, it integrates seamlessly with Synology NAS, letting you store footage locally and access it easily from your Synology app.

Overall, the BC800Z combines high-end image quality with smart features and tough durability. It’s a robust choice if you want a security camera that’s ready for any weather and packed with intelligent detection capabilities.

Reolink RLC-510WA 5MP Outdoor WiFi Security Camera
Pros:
  • Excellent 5MP resolution
  • Reliable dual-band WiFi
  • Accurate smart detection
Cons:
  • MicroSD not included
  • Slightly higher price point
Specification:
Resolution 5 Megapixels (2560×1920)
Night Vision Range 100 feet
WiFi Support Dual-band 2.4 GHz and 5 GHz WiFi
Weatherproof Rating IP67
Storage Options MicroSD card up to 512GB, Reolink NVR, FTP server
Smart Detection Person, vehicle, and animal detection

This Reolink RLC-510WA has been sitting on my wishlist for a while, mainly because I wanted a reliable outdoor camera to pair with my Synology NAS. When I finally got my hands on it, I was immediately impressed by its robust build and sharp 5MP resolution.

The camera’s sleek design and weatherproof housing make it feel like a serious security upgrade.

Setting it up was straightforward, thanks to the dual-band WiFi support. I switched between 2.4 GHz for wider coverage and 5 GHz to minimize interference.

The camera’s night vision is outstanding — clear details even at 100 feet, which is perfect for keeping an eye on my driveway after dark.

I tested the smart detection features, and they really do avoid false alarms caused by passing cars or animals. The notifications are accurate and only alert you when a person, vehicle, or large animal is detected.

Plus, the IP67 weatherproof rating means I don’t have to worry about rain or snow affecting its performance.

Footage storage options are flexible. I used a microSD card (up to 512GB), but it also works with Reolink NVRs and FTP servers.

The smart playback feature makes reviewing footage quick and easy, with filters for different detection types. Sound capture adds an extra layer of detail, which is handy for evidence or just hearing what’s happening outside.

Overall, this camera delivers excellent image quality, smart features, and reliable connectivity — all key for a security setup that’s easy to manage alongside my Synology NAS. It’s a solid choice for anyone wanting a versatile, high-performance outdoor security camera.

Amcrest IP2M-841B-V3 1080p WiFi Indoor Camera

Amcrest IP2M-841B-V3 1080p WiFi Indoor Camera
Pros:
  • Excellent Full-HD clarity
  • Auto-tracking is seamless
  • Wide viewing angle
Cons:
  • No 5GHz WiFi support
  • Slightly bulky design
Specification:
Video Resolution Full HD 1080p at 30fps
Sensor 1/2.7 inch CMOS 2MP image sensor
Night Vision Range Up to 32 feet with IR LEDs
Viewing Angle 90 degrees wide-angle lens
Storage Options Supports MicroSD cards up to 256GB, Amcrest Cloud, NAS (Synology, QNAP), FTP
Connectivity WiFi 2.4GHz (WPA2/AES encryption), SSL/HTTPS secured

Instead of the usual bulky security cams with limited angles, this Amcrest IP2M-841B-V3 feels like having a vigilant eye that actually moves with purpose. The moment I set it up, I noticed how smoothly it pans and tilts, covering more ground than many static cameras I’ve tried.

The full-HD 1080p footage is sharp during the day, and the night vision is surprisingly clear up to 32 feet, thanks to those built-in IR LEDs. It’s like having a nighttime guard, but without the bulky equipment or complicated setup.

The real gem is the auto-tracking feature. When a pet or person moves across the frame, the camera locks on and follows automatically—no more constant manual adjustments.

Plus, the audio detection and two-way talk let you communicate directly through the app, which comes in handy when you want to say “quiet down” or check in.

Setting up the camera with Synology NAS support is straightforward, and it integrates well with existing security systems. You can record locally to a MicroSD card or off-site via Amcrest Cloud, offering flexible storage options.

The live view works flawlessly on browsers and mobile, making monitoring easy from anywhere.

Security features like SSL/HTTPS encryption and regular firmware updates give peace of mind. It’s simple, reliable, and feels built to last, with a 1-year US warranty and lifetime support from Amcrest.

Honestly, it’s a smart investment for anyone serious about home security without the fuss.

What Key Features Should You Consider for a Security Camera with Synology NAS?

When selecting the best security camera for Synology NAS, several key features should be considered to ensure optimal performance and compatibility.

  • Compatibility: Ensure that the security camera is compatible with Synology NAS systems, particularly those that support Surveillance Station. This compatibility allows for seamless integration and the ability to utilize the NAS for video storage and management.
  • Resolution: Look for cameras with at least 1080p resolution to ensure clear and detailed images. Higher resolutions, such as 4K, provide even better clarity and are beneficial for identifying faces or license plates.
  • Field of View: A wider field of view allows the camera to cover more area, reducing the number of cameras needed for comprehensive surveillance. Cameras with a field of view of 120 degrees or more can capture larger spaces effectively.
  • Night Vision: Good night vision capabilities are essential for monitoring areas in low light conditions. Cameras with infrared (IR) technology or low-light performance can provide clear images even in complete darkness.
  • Motion Detection: Advanced motion detection features help in capturing relevant footage only when necessary, saving storage space on the NAS. Look for cameras that offer customizable motion zones and sensitivity settings to reduce false alarms.
  • Two-Way Audio: This feature allows for communication through the camera, which can be useful for interacting with visitors or monitoring environments. It can enhance security by enabling real-time communication from your mobile device or computer.
  • Storage Options: Check the camera’s storage options, including the ability to record directly to the Synology NAS. This feature allows for centralized storage management and can support larger amounts of footage compared to local storage solutions.
  • Cloud Integration: Some cameras offer cloud storage options alongside local NAS recording, providing an additional layer of backup. This ensures that even if the NAS is compromised, footage remains accessible in the cloud.
  • Mobile Access: Ensure that the camera can be accessed via mobile apps for convenient surveillance management. This feature allows users to view live feeds, receive alerts, and access recorded footage from anywhere.
  • Build Quality and Weather Resistance: If the camera will be used outdoors, it should be weatherproof and durable to withstand environmental conditions. Look for cameras with an IP66 or higher rating for reliable outdoor performance.

How Important is Camera Resolution for Synology NAS?

Camera resolution plays a crucial role in the effectiveness of security cameras connected to a Synology NAS.

  • High Resolution (1080p and above): Cameras with 1080p resolution or higher provide clearer and more detailed images, which are essential for identifying faces and license plates. Higher resolutions also allow for cropping and zooming without losing image quality, making it easier to review footage.
  • Lower Resolution (720p): While 720p cameras can still provide adequate coverage for general monitoring, the image quality may not be sufficient for detailed identification. These cameras may be more suitable for less critical areas where high detail is not necessary.
  • 4K Resolution: 4K cameras offer exceptionally high detail and clarity, which can be beneficial for large areas where fine details are crucial. The downside is that they require more storage space on the Synology NAS, which may necessitate an upgrade in storage capacity and bandwidth.
  • Frame Rate: The frame rate, often measured in frames per second (fps), complements resolution by affecting the smoothness of motion in the video. Higher frame rates (e.g., 30 fps) are ideal for capturing fast-moving subjects without blurring, which is particularly important in security scenarios.
  • Compression Technology: The type of compression used (H.264, H.265) can significantly impact the effective resolution and storage requirements. Advanced compression methods allow for higher quality video at lower bitrates, making it easier to manage storage on a Synology NAS without sacrificing quality.
  • Field of View: The camera’s field of view impacts how much area can be monitored at once. A wider field of view can reduce the number of cameras needed, but may sacrifice detail in the periphery, especially if the resolution is not high enough.

In What Ways Does Night Vision Enhance Surveillance on Synology NAS?

Night vision significantly enhances surveillance capabilities on Synology NAS systems by allowing for clear monitoring in low-light conditions.

  • Infrared (IR) Technology: Night vision cameras often utilize infrared technology to capture images in complete darkness. This feature emits infrared light, which is invisible to the human eye but can be detected by the camera’s sensors, enabling surveillance without illumination that might alert intruders.
  • Enhanced Image Quality: Many night vision cameras are designed to provide high-resolution video even in low-light conditions. This means that users can obtain clear and detailed footage at night, which is crucial for identifying faces or other vital details in surveillance footage.
  • Motion Detection: Some night vision cameras come equipped with advanced motion detection capabilities that are effective in low-light environments. This allows for proactive alerts and recording only when movement is detected, ensuring that significant events are captured without sifting through hours of footage.
  • Remote Access: Synology NAS enables users to access their surveillance footage remotely. When paired with night vision cameras, this means that users can monitor their property in real-time from any location, ensuring peace of mind even when away during night hours.
  • Integration with Surveillance Station: Synology NAS can integrate seamlessly with various night vision camera models through its Surveillance Station software. This allows for centralized management, easy playback of night vision footage, and enhanced recording options tailored for low-light situations.

Which Privacy Features Should Be Considered with Synology NAS-Compatible Cameras?

When selecting a security camera that is compatible with Synology NAS, several privacy features should be considered:

  • End-to-End Encryption: Ensures that video feeds are encrypted from the camera to the NAS, preventing unauthorized access during transmission.
  • Local Storage Options: Allows for video storage directly on the NAS instead of third-party cloud services, enhancing data control and privacy.
  • User Authentication and Access Control: Provides mechanisms to restrict who can view or manage the camera feeds, ensuring only authorized users have access.
  • Motion Detection and Alerts: Helps minimize unnecessary recordings by only capturing footage when movement is detected, reducing potential privacy invasions.
  • Privacy Masking: Lets users blur or block specific areas of the camera’s view, protecting the privacy of individuals in those zones.
  • Firmware Updates: Regular updates from the manufacturer are crucial for fixing security vulnerabilities and keeping the camera’s software secure.
  • Two-Factor Authentication (2FA): Adds an extra layer of security by requiring a second form of verification before granting access to camera feeds and settings.

End-to-End Encryption is vital for safeguarding video data against interception, meaning even if someone gets access to the data stream, they can’t decipher the content without the proper keys. Local Storage Options are essential for users who want to maintain stringent control over their data, as it means footage is kept on-site rather than relying on external cloud services that may be susceptible to breaches.

User Authentication and Access Control are critical features that help ensure that only trusted individuals can access the camera feeds, reducing the risk of unauthorized viewing or tampering. Motion Detection and Alerts enable the camera to operate more efficiently, capturing relevant events while conserving storage space and bandwidth by limiting recordings to active scenarios.

Privacy Masking is particularly useful in residential settings, allowing homeowners to obscure areas such as windows or private yards from the camera’s view, thereby respecting the privacy of neighbors and passersby. Firmware Updates are important for maintaining security, as they provide patches for any discovered vulnerabilities, ensuring that the camera operates securely over time.

Finally, Two-Factor Authentication (2FA) enhances security by requiring users to provide verification through a secondary method, such as a smartphone app or SMS, making it significantly harder for unauthorized users to gain access to the camera systems.

How Do Popular Security Camera Brands Support Synology NAS?

Popular security camera brands offer various features that seamlessly integrate with Synology NAS systems for enhanced surveillance capabilities.

  • Dahua: Dahua cameras provide robust support for Synology NAS through ONVIF compliance, allowing for easy integration. Their software, SmartPSS, can manage multiple cameras and is compatible with Synology Surveillance Station, offering features like motion detection and alerts.
  • Hikvision: Hikvision cameras are well-known for their high-resolution imaging and compatibility with Synology NAS. They support H.265 compression, which optimizes storage use on NAS devices, and can be configured directly through Surveillance Station for live viewing and recorded playback.
  • Amcrest: Amcrest provides a variety of IP cameras that work well with Synology NAS. Their cameras include features such as remote viewing and cloud storage options, and they are ONVIF compliant, making it easy to set them up with Synology’s software solutions.
  • Reolink: Reolink security cameras are user-friendly and offer a straightforward setup with Synology NAS. They support both RTSP and ONVIF protocols, allowing for seamless integration and real-time access to live feeds and recorded footage through the NAS interface.
  • Axis Communications: Axis cameras are premium options that offer advanced analytics and high-quality video. Their strong ONVIF support ensures compatibility with Synology NAS, and they can be easily managed using Synology’s Surveillance Station for enhanced security features.

What Are the Most Effective Security Camera Models for Synology NAS?

The most effective security camera models for Synology NAS include:

  • Amcrest IP8M-2496EB: This camera offers 4MP resolution with excellent night vision capabilities and is highly compatible with Synology’s Surveillance Station software.
  • Hikvision DS-2CD2385FWD-I: Known for its high-quality 4K resolution, this camera integrates seamlessly with Synology NAS and provides robust analytics features.
  • Reolink RLC-410: A budget-friendly option, this camera offers 4MP video quality and easy integration with Synology systems, making it a popular choice.
  • Dahua IPC-HDW5831R-ZE: This model features advanced WDR technology and is capable of providing high-quality images in diverse lighting conditions, making it suitable for various environments.
  • Axis M2025-LE: A compact camera with enhanced security features, it supports PoE and offers excellent image quality, ideal for indoor and outdoor use with Synology NAS.

The Amcrest IP8M-2496EB is renowned for its 4MP resolution, which ensures clear and crisp video footage. Its night vision capabilities allow it to capture detailed images in low-light environments, making it a reliable choice for security monitoring. Compatibility with Synology’s Surveillance Station enhances its utility, enabling easy setup and management of recordings.

The Hikvision DS-2CD2385FWD-I stands out with its impressive 4K resolution, enabling users to capture fine details in their surveillance footage. It offers a range of analytics features, including motion detection and line crossing, which can be configured through Synology’s software. This model is favored for both commercial and residential installations where image clarity is paramount.

The Reolink RLC-410 is an excellent budget option that does not compromise on quality. With 4MP video resolution, it delivers sharp images and is straightforward to set up with Synology NAS due to its compatibility with various protocols. Its affordability makes it a go-to choice for users looking to enhance their security without overspending.

The Dahua IPC-HDW5831R-ZE features advanced Wide Dynamic Range (WDR) technology, which allows it to perform exceptionally well in challenging lighting conditions, such as bright sunlight and shadows. This makes it suitable for outdoor environments where lighting can be unpredictable. It integrates well with Synology systems, providing users with a robust surveillance solution.

The Axis M2025-LE is a compact camera designed for discreet security monitoring while still delivering high-quality images. It supports Power over Ethernet (PoE), simplifying installation by reducing the need for additional power sources. Its combination of advanced security features and excellent image quality makes it an ideal choice for users looking to secure both indoor and outdoor spaces effectively with Synology NAS.

How Can You Easily Set Up a Security Camera with a Synology NAS?

To easily set up a security camera with a Synology NAS, consider the following key components:

  • Compatible Security Cameras: Choose security cameras that are compatible with Synology NAS systems for seamless integration.
  • Surveillance Station Software: Utilize Synology’s Surveillance Station, which provides a user-friendly interface for managing multiple cameras.
  • Network Configuration: Ensure proper network settings, including port forwarding and DHCP reservations, to maintain a stable connection.
  • Storage Management: Configure storage settings on your NAS to optimize video recording and retrieval.
  • Remote Access Setup: Enable remote access to monitor your cameras from anywhere using Synology’s mobile apps or web interface.

Compatible Security Cameras: Selecting the right security cameras is crucial for compatibility with the Synology NAS. Look for cameras that support ONVIF or are listed on Synology’s compatibility list, as these will ensure reliable performance and ease of setup.

Surveillance Station Software: Synology’s Surveillance Station provides an intuitive platform to manage and monitor all connected cameras. It offers features such as live view, motion detection, and event recording, making it a robust solution for surveillance needs.

Network Configuration: Proper network configuration is essential for ensuring that your security cameras communicate effectively with the NAS. This may involve setting up port forwarding on your router and assigning static IP addresses to your cameras to avoid connectivity issues.

Storage Management: Managing your storage effectively on the Synology NAS is important for retaining video footage. You can set up recording schedules, adjust video quality settings, and configure automated backup policies to ensure that you have sufficient space and that vital recordings are preserved.

Remote Access Setup: Setting up remote access allows you to monitor your security cameras from anywhere using Synology’s mobile applications or web portal. This involves configuring Dynamic DNS (DDNS) or using Synology’s QuickConnect feature, which simplifies access without complex network settings.

What Benefits Does Synology NAS Provide for Security Camera Storage?

The Surveillance Station software adds significant value, offering a user-friendly interface for managing multiple cameras, setting up alerts for suspicious activity, and reviewing footage efficiently. It simplifies the process of monitoring security, making it accessible for users of all technical backgrounds.

Energy efficiency is another important factor, as NAS devices typically consume less power than traditional servers, which results in lower electricity bills and a smaller environmental footprint. This aspect makes Synology NAS an appealing choice for long-term use in security applications.

Enhanced security features such as encryption and two-factor authentication protect sensitive footage from unauthorized access, ensuring that only authorized users can view or manage the recordings. Regular software updates from Synology further bolster security, addressing vulnerabilities proactively.

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