<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Jordan Mack 🍍🍕</title>
    <description>The latest articles on DEV Community by Jordan Mack 🍍🍕 (@jm9k).</description>
    <link>https://dev.to/jm9k</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F277880%2Fc47ed138-64c5-4a16-920c-c4909fc42e0e.png</url>
      <title>DEV Community: Jordan Mack 🍍🍕</title>
      <link>https://dev.to/jm9k</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/jm9k"/>
    <language>en</language>
    <item>
      <title>The Need for Open-Source Blockchain-Based Police Bodycams</title>
      <dc:creator>Jordan Mack 🍍🍕</dc:creator>
      <pubDate>Thu, 09 Jan 2020 19:48:35 +0000</pubDate>
      <link>https://dev.to/jm9k/the-need-for-open-source-blockchain-based-police-bodycams-317a</link>
      <guid>https://dev.to/jm9k/the-need-for-open-source-blockchain-based-police-bodycams-317a</guid>
      <description>&lt;p&gt;Police bodycams are an essential piece of equipment for modern law enforcement, but there is a problem. The evidence on these cameras can be tampered with, and it's already become a problem. Blockchain technology can help solve this, and it's possible today.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;The importance of the videos is unquestionable, but is the threat of video alteration real? Very.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Researchers have found that &lt;a href="https://www.vice.com/en_us/article/594q5d/hackers-can-edit-police-body-cam-footage-without-anybody-noticing"&gt;bodycam videos are vulnerable to undetectable alteration&lt;/a&gt;, and &lt;a href="https://www.newsweek.com/footage-police-body-cameras-can-be-altered-hackers-researcher-says-1070088"&gt;malware has been found on shipped bodycams&lt;/a&gt;. Police departments have also been &lt;a href="https://www.rollingstone.com/culture/culture-news/protests-erupt-after-chicago-police-release-edited-body-camera-footage-699854/"&gt;caught editing bodycam videos&lt;/a&gt; to skew the narrative in their favor.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;This isn’t remote speculation. It’s already a serious problem.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--UALtmB4---/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://miro.medium.com/max/5012/0%2AaQ0K4Aajn6EHbW9j" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--UALtmB4---/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://miro.medium.com/max/5012/0%2AaQ0K4Aajn6EHbW9j" alt="Fraud"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Legal systems across the globe are relying on technology more and more. AI is being used to &lt;a href="https://hackernoon.com/use-a-mugshot-to-automatically-identify-suspects-in-all-bodycam-video-31c389a1a5c7"&gt;identify criminals in bodycam&lt;/a&gt; videos. All police forces in the UK will soon have &lt;a href="https://privacyinternational.org/long-read/2724/every-police-force-uk-will-soon-use-body-worn-video-cameras-record-us-public"&gt;mandatory bodycams&lt;/a&gt;. Studies have shown that &lt;a href="https://www.theguardian.com/uk-news/2016/sep/29/police-with-body-cameras-receive-93-fewer-complaints-study"&gt;police with bodycams receive 93% fewer complaints&lt;/a&gt;. &lt;a href="https://hackernoon.com/5-ways-artificial-intelligence-will-forever-change-how-we-view-the-battlefield-b6df23c0ed2"&gt;AI usage in the military&lt;/a&gt; continues to grow.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Technology can continue to bring great advancements to by our legal system and society as a whole, but only if it is trustworthy.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;To combat the problem, some bodycam manufacturers are teaming up with camera component manufacturers to develop more advanced &lt;strong&gt;digital fingerprinting technology&lt;/strong&gt;. This works by embedding markers directly into the video feed as it comes out of the camera.&lt;/p&gt;

&lt;p&gt;The markers to the video are undetectable by the human eye, but make it easier to detect video forgery. Only the camera manufacturer knows the algorithms used to create the markers. If you don’t have the algorithms, changing the video without detection becomes much more difficult.&lt;/p&gt;

&lt;p&gt;Herein lies the problem. &lt;strong&gt;If you know the algorithms you can defeat the security.&lt;/strong&gt; The algorithms could be stolen by hackers or bad actors. A government could demand the algorithms. It’s a trust-based system with a single point of failure.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;History has shown that trust-based systems can and have been repeatedly defeated.&lt;/strong&gt; There was no alternative in the past, but this changed in 2009 with the advent of Bitcoin. A blockchain can be used to ensure that data isn’t changed or deleted. Unlike other systems, &lt;strong&gt;a blockchain operates completely transparently, without trust&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--qV7tLQ6r--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn.filestackcontent.com/QyL8tOVNT2igc793qXO8" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--qV7tLQ6r--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn.filestackcontent.com/QyL8tOVNT2igc793qXO8" alt="Cryptocurrency"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;In my previous article, I demonstrated that it is possible to &lt;a href="https://dev.to/jm9k/building-a-blockchain-bodycam-proof-of-concept-for-25-hn0"&gt;build a proof of concept blockchain bodycam&lt;/a&gt; quick and inexpensively. This solution is not theoretical. &lt;strong&gt;It can be built today.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Even with blockchains, there are still two challenges:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;  Software transparency&lt;/li&gt;
&lt;li&gt;  Cost of usage&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://www.ncjrs.gov/pdffiles1/nij/grants/250381.pdf"&gt;Bodycams can cost up to $2,000 per camera&lt;/a&gt;, placing a hefty burden on police forces that are already cash strapped. Unexpected overages and recurring costs have forced some police forces to &lt;a href="https://www.csmonitor.com/USA/Justice/2016/0910/Why-two-police-departments-stopped-using-body-cameras"&gt;abandon bodycam usage entirely&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Open-source can help with both of these challenges. Open-source software is inherently &lt;strong&gt;transparent&lt;/strong&gt; and often produces &lt;strong&gt;higher quality code&lt;/strong&gt; at a &lt;strong&gt;lower cost&lt;/strong&gt;. This will open the door for greater adoption both domestically and abroad.&lt;/p&gt;

&lt;p&gt;The evidence contained on these cameras is the difference between life in prison or freedom. &lt;strong&gt;This is a life and death scenario.&lt;/strong&gt;&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Transparency must be treated as a fundamental pillar of our justice system.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;strong&gt;Open-source blockchain bodycams are a solution that can help secure our justice system today, by minimizing trust and eliminating central points of failure in a way that is more transparent and lowers costs.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Thanks for reading. Please feel free to reply with any comments or connect with me on &lt;a href="https://twitter.com/jordan_mack"&gt;Twitter&lt;/a&gt;! 😃&lt;/p&gt;

</description>
      <category>blockchain</category>
      <category>iot</category>
      <category>cryptocurrency</category>
      <category>opensource</category>
    </item>
    <item>
      <title>Building a Blockchain Bodycam Proof of Concept for $25</title>
      <dc:creator>Jordan Mack 🍍🍕</dc:creator>
      <pubDate>Mon, 09 Dec 2019 19:06:52 +0000</pubDate>
      <link>https://dev.to/jm9k/building-a-blockchain-bodycam-proof-of-concept-for-25-hn0</link>
      <guid>https://dev.to/jm9k/building-a-blockchain-bodycam-proof-of-concept-for-25-hn0</guid>
      <description>&lt;p&gt;Police bodycams are an essential piece of equipment for modern law enforcement. But there is a problem. Videos can be faked. Blockchain technology can aid in the battle against malicious video forgery.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--YItU5MKD--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AVjBegYsCotTqD1cNmpWfLw.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--YItU5MKD--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AVjBegYsCotTqD1cNmpWfLw.jpeg" alt="An AXON police body camera."&gt;&lt;/a&gt;&lt;em&gt;An AXON police body camera.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;The evidence on a bodycam is often a critical differentiator in the justice process. It can be the difference if someone spends the rest of their life in jail or leaves the courtroom a free man. **Lives are on the line. **The authenticity of bodycam videos must be protected to the highest possible degree.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The importance of the videos is unquestionable, but is the threat of video alteration real? Very.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Researchers have found that &lt;a href="https://www.vice.com/en_us/article/594q5d/hackers-can-edit-police-body-cam-footage-without-anybody-noticing"&gt;bodycam videos are vulnerable to undetectable alteration&lt;/a&gt;, and &lt;a href="https://www.newsweek.com/footage-police-body-cameras-can-be-altered-hackers-researcher-says-1070088"&gt;malware has been found on shipped bodycams&lt;/a&gt;. Police departments have also been &lt;a href="https://www.rollingstone.com/culture/culture-news/protests-erupt-after-chicago-police-release-edited-body-camera-footage-699854/"&gt;caught editing bodycam videos&lt;/a&gt; to skew the narrative in their favor.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;This isn’t remote speculation, it’s already a serious problem.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Most people have at least heard about the Bitcoin by now, but blockchain technology can take many forms. &lt;strong&gt;A blockchain can be used to ensure that data isn’t changed or deleted.&lt;/strong&gt; This is the usage we can apply specifically to police bodycams.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.ncjrs.gov/pdffiles1/nij/grants/250381.pdf"&gt;Bodycams can cost up to $2,000 per camera&lt;/a&gt;, placing a hefty burden on police forces that are already cash strapped. Is it possible to run a blockchain on a low-cost low-power camera device?&lt;/p&gt;

&lt;p&gt;Here’s the equipment we will be working with. Our total cost: &amp;lt; $25.00&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--ZKFTRWDo--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AKyg0bYlH7O6Hk0ywzaqO7Q.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--ZKFTRWDo--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AKyg0bYlH7O6Hk0ywzaqO7Q.jpeg" alt="The components for our test."&gt;&lt;/a&gt;&lt;em&gt;The components for our test.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;This isn’t going to produce a field ready piece of equipment, but that isn’t the purpose. We just need to prove it’s possible.&lt;/p&gt;

&lt;p&gt;Using some hot glue, tape, a few extra wires, and some minor soldering, we have a functional device that just barely crams into our project box.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--EeBGgBny--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2A8SJQuwKXbuHGMUTJdREWNg.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--EeBGgBny--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2A8SJQuwKXbuHGMUTJdREWNg.jpeg" alt="Our (poorly) assembled components in a project box."&gt;&lt;/a&gt;&lt;em&gt;Our (poorly) assembled components in a project box.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Now we install our software:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.raspberrypi.org/downloads/raspbian/"&gt;Raspbian Buster Lite&lt;/a&gt; Operating System&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.ffmpeg.org/"&gt;FFMPEG&lt;/a&gt; Multimedia Framework&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;a href="https://www.rigidbit.com/"&gt;RigidBit&lt;/a&gt; Blockchain (synced to Ethereum)&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;After a few hours of installing and configuring, we’re ready for our first video test at a 720p resolution with 30 fps.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--oUQgloKU--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AB0kHRujO0NXyJidANar8cw.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--oUQgloKU--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AB0kHRujO0NXyJidANar8cw.png" alt="Screenshot of our first FFMPEG test."&gt;&lt;/a&gt;&lt;em&gt;Screenshot of our first FFMPEG test.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Uh oh, FFMPEG is maxing out the CPU! 😲 We need to get that way down or this is a complete failure.&lt;/p&gt;

&lt;p&gt;Our power is looking good though. Maxing out at around 0.3A we should be able to get a fair amount of time out of our 3200mAH battery.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--xbjcp2Yq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AJrZjc2PcbamvT-60rRJU4A.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--xbjcp2Yq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AJrZjc2PcbamvT-60rRJU4A.jpeg" alt="Power utilization at full load."&gt;&lt;/a&gt;&lt;em&gt;Power utilization at full load.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Next, I tried 480p at 10fps… Still maxing out the CPU, and we’re not even running the blockchain yet. 😢&lt;/p&gt;

&lt;p&gt;Then I remembered something. Doesn’t the Raspberry Pi have hardware x264? After some quick googling: Yes, and it works with FFMPEG! 😃&lt;/p&gt;

&lt;p&gt;Now to put it to the test.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--xbzeSE5I--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AEMrBvcxJlPBapvJc1JgyeA.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--xbzeSE5I--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AEMrBvcxJlPBapvJc1JgyeA.png" alt="Screenshot of our successful FFMPEG test."&gt;&lt;/a&gt;&lt;em&gt;Screenshot of our successful FFMPEG test.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Running 720p at 30fps consumes only 5% of CPU we have plenty of room to spare! 🙌&lt;/p&gt;

&lt;p&gt;The next step is to get RigidBit running. Compiling is painfully slow, so it was left to run overnight. At 4:25 am the compile finished, and (to my surprise) didn’t require any modification. Thank you, Rust!&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--PLEqIDr7--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2ALTeT5g579g5Xz-kK6CwUpg.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--PLEqIDr7--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2ALTeT5g579g5Xz-kK6CwUpg.png" alt="Screenshot of RigidBit running on our Raspberry Pi."&gt;&lt;/a&gt;&lt;em&gt;Screenshot of RigidBit running on our Raspberry Pi.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;Now for the final test. Can our $10 Raspberry Pi handle the task of capturing video and storing it in a blockchain?&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--nLLeMZwL--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2A1AT2tfFsd9NOX5tX__9bwQ.png" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--nLLeMZwL--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2A1AT2tfFsd9NOX5tX__9bwQ.png" alt="Screenshot of RigidBit and FFMPEG running together."&gt;&lt;/a&gt;&lt;em&gt;Screenshot of RigidBit and FFMPEG running together.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;RigidBit hovers around 10% and FFMPEG at around 5%. Success! 🍾&lt;/p&gt;

&lt;p&gt;It’s not pretty, but for $25 we have functional video capture being secured with a blockchain on the device itself.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--uR3fAsy8--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AmfpXwJf8XMo15KhWZ9UTQA.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--uR3fAsy8--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AmfpXwJf8XMo15KhWZ9UTQA.jpeg" alt="Photo of our fully operational blockchain bodycam proof of concept."&gt;&lt;/a&gt;&lt;em&gt;Photo of our fully operational blockchain bodycam proof of concept.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;This proof of concept is not even close to being ready for field deployment.&lt;/strong&gt; It may be good enough for a home security camera, but anyone who suggests duct-taping this to a police officer should be fired immediately.&lt;/p&gt;

&lt;p&gt;There is plenty of room for improvement.&lt;/p&gt;

&lt;p&gt;RigidBit requires an internet connection to sync with Ethereum. Since cell phones are widely available, this isn’t a complete deal-breaker, but it’s not ideal. If we incorporate trusted hardware, we may be able to achieve an acceptable level of provability while only needing to sync with Ethereum at the beginning and end of a shift.&lt;/p&gt;

&lt;p&gt;RigidBit is already lightweight, but it can be stripped down much further. Most of the features it has are not being used. We might be able to strip it down enough to run on an MCU instead of a Raspberry Pi.&lt;/p&gt;

&lt;p&gt;Raspberry Pis are great, but we might be able to get the cost and power utilization even lower by using an SoC like an RTL8170 or an ESP32.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://res.cloudinary.com/practicaldev/image/fetch/s--D7nDvJnq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AL9g4w-0Li2zsgwikYX-CBg.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://res.cloudinary.com/practicaldev/image/fetch/s--D7nDvJnq--/c_limit%2Cf_auto%2Cfl_progressive%2Cq_auto%2Cw_880/https://cdn-images-1.medium.com/max/2000/1%2AL9g4w-0Li2zsgwikYX-CBg.jpeg" alt="An RTL8170 (left) and an ESP32 (right)."&gt;&lt;/a&gt;&lt;em&gt;An RTL8170 (left) and an ESP32 (right).&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;By combining all of the above, we could cut the device costs, reduce power usage, reduce the physical footprint, and eliminate the need for a full OS.&lt;/p&gt;

&lt;p&gt;Besides bodycams, there are plenty of other potential applications:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Security cameras.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Vehicle dash cameras.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Vehicle black boxes.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Any place where data integrity is important, blockchain can serve an important role in providing absolute provability in a completely open and transparent way.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Thanks for reading! Please feel free to reply with any comments or questions!&lt;/p&gt;

</description>
      <category>blockchain</category>
      <category>rust</category>
      <category>iot</category>
    </item>
  </channel>
</rss>
