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<title data-rh="true">RLN-v3: Towards a Flexible and Cost-Efficient Implementation | Logos Research</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://research.logos.co/rlog/rln-v3"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docusaurus_tag" content="default"><meta data-rh="true" name="docsearch:language" content="en"><meta data-rh="true" name="docsearch:docusaurus_tag" content="default"><meta data-rh="true" name="image" content="https://research.logos.co/_og/0a99af420bc509722f1437b39d9ccec1a33dd27c.png"><meta data-rh="true" property="og:title" content="RLN-v3: Towards a Flexible and Cost-Efficient Implementation | Logos Research"><meta data-rh="true" name="description" content="Improving on the previous version of RLN by allowing dynamic epoch sizes."><meta data-rh="true" property="og:description" content="Improving on the previous version of RLN by allowing dynamic epoch sizes."><meta data-rh="true" property="og:type" content="article"><meta data-rh="true" property="article:published_time" content="2024-05-13T12:00:00.000Z"><link data-rh="true" rel="icon" href="/theme/image/favicon.svg"><link data-rh="true" rel="canonical" href="https://research.logos.co/rlog/rln-v3"><link data-rh="true" rel="alternate" href="https://research.logos.co/rlog/rln-v3" hreflang="en"><link data-rh="true" rel="alternate" href="https://research.logos.co/rlog/rln-v3" hreflang="x-default"><script data-rh="true" type="application/ld+json">{"@context":"https://schema.org","@type":"BlogPosting","@id":"https://research.logos.co/rlog/rln-v3","mainEntityOfPage":"https://research.logos.co/rlog/rln-v3","url":"https://research.logos.co/rlog/rln-v3","headline":"RLN-v3: Towards a Flexible and Cost-Efficient Implementation","name":"RLN-v3: Towards a Flexible and Cost-Efficient Implementation","description":"Improving on the previous version of RLN by allowing dynamic epoch sizes.","datePublished":"2024-05-13T12:00:00.000Z","author":{"@type":"Person","name":"Aaryamann"},"keywords":[],"isPartOf":{"@type":"Blog","@id":"https://research.logos.co/rlog","name":"Research Blog"}}</script><link rel="alternate icon" type="image/png" href="/theme/image/favicon.png">
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id="__docusaurus_skipToContent_fallback" class="theme-layout-main main-wrapper mainWrapper_z2l0 blog-wrapper"><div class="container margin-vert--lg"><div class="row"><main class="col col--9 col--offset-1" itemscope="" itemtype="http://schema.org/Blog"><article class=""><header><nav class="theme-doc-breadcrumbs breadcrumbsContainer_RLvU" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><a class="breadcrumbs__item" href="/blog"><span class="lsd-typography lsd-typography--body3">All posts</span></a><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="lsd-typography lsd-typography--body3 breadcrumbs__link" itemprop="name">RLN-v3: Towards a Flexible and Cost-Efficient Implementation</span><meta itemprop="position" content="1"></li></ul></nav><h1 class="title_f1Hy">RLN-v3: Towards a Flexible and Cost-Efficient Implementation</h1><div class="container_PkUo margin-vert--md"><time datetime="2024-05-13T12:00:00.000Z" itemprop="datePublished">May 13, 2024</time><div class="authors_dZ4g"><span class="lsd-typography lsd-typography--body2">by </span><div class="col col--6 authorCol_y4tx"><div class="avatar margin-bottom--sm"><div class="avatar__intro" itemprop="author" itemscope="" itemtype="https://schema.org/Person"><div class="avatar__name"><span class="lsd-typography lsd-typography--body2" itemprop="name">Aaryamann</span></div></div></div></div></div><div>7 min read</div></div><hr class="blog-divider"></header><div id="__blog-post-container" class="markdown"><p>Improving on the previous version of RLN by allowing dynamic epoch sizes.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction"></a></h2>
<p>Recommended previous reading: <a href="https://research.logos.co/rlog/rln-anonymous-dos-prevention" target="_blank" rel="noopener noreferrer">Strengthening Anonymous DoS Prevention with Rate Limiting Nullifiers in Waku</a>.</p>
<p>The premise of RLN-v3 is to have a variable message rate per variable epoch,
which can be explained in the following way:</p>
<ul>
<li>
<p><strong>RLN-v1:</strong> “Alice can send 1 message per global epoch”</p>
<p>Practically, this is <code>1 msg/second</code></p>
</li>
<li>
<p><strong>RLN-v2:</strong> “Alice can send <code>x</code> messages per global epoch”</p>
<p>Practically, this is <code>x msg/second</code></p>
</li>
<li>
<p><strong>RLN-v3:</strong> “Alice can send <code>x</code> messages within a time interval <code>y</code> chosen by herself.
The funds she has to pay are affected by both the number of messages and the chosen time interval.
Other participants can choose different time intervals fitting their specific needs.</p>
<p>Practically, this is <code>x msg/y seconds</code></p>
</li>
</ul>
<p>RLN-v3 allows higher flexibility and ease of payment/stake for users who have more predictable usage patterns and therefore,
more predictable bandwidth usage on a p2p network (Waku, etc.).</p>
<p>For example:</p>
<ul>
<li>An AMM that broadcasts bids, asks, and fills over Waku may require a lot of throughput in the smallest epoch possible and hence may register an RLN-v3 membership of <code>10000 msg/1 second</code>.
They could do this with RLN-v2, too.</li>
<li>Alice, a casual user of a messaging app built on Waku, who messages maybe 3-4 people infrequently during the day, may register an RLN-v3 membership of <code>100 msg/hour</code>,
which would not be possible in RLN-v2 considering the <code>global epoch</code> was set to <code>1 second</code>.
With RLN-v2, Alice would have to register with a membership of <code>1 msg/sec</code>,
which would translate to <code>3600 msg/hour</code>. This is much higher than her usage and would
result in her overpaying to stake into the membership set.</li>
<li>A sync service built over Waku,
whose spec defines that it MUST broadcast a set of public keys every hour,
may register an RLN-v3 membership of <code>1 msg/hour</code>,
cutting down the costs to enter the membership set earlier.</li>
</ul>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="theory">Theory<a href="#theory" class="hash-link" aria-label="Direct link to Theory" title="Direct link to Theory"></a></h2>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="modification-to-leaves-set-in-the-membership-merkle-tree">Modification to leaves set in the membership Merkle tree<a href="#modification-to-leaves-set-in-the-membership-merkle-tree" class="hash-link" aria-label="Direct link to Modification to leaves set in the membership Merkle tree" title="Direct link to Modification to leaves set in the membership Merkle tree"></a></h3>
<p>To ensure that a users epoch size (<code>user_epoch_limit</code>) is included within their membership we must modify the users commitment/leaf in the tree to contain it.
A users commitment/leaf in the tree is referred to as a <code>rate_commitment</code>,
which was previously derived from their public key (<code>identity_commitment</code>)
and their variable message rate (<code>user_message_limit</code>).</p>
<p>In <strong>RLN-v2:</strong></p>
<span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>r</mi><mi>a</mi><mi>t</mi><mi>e</mi><mi mathvariant="normal">_</mi><mi>c</mi><mi>o</mi><mi>m</mi><mi>m</mi><mi>i</mi><mi>t</mi><mi>m</mi><mi>e</mi><mi>n</mi><mi>t</mi><mo>=</mo><mi>p</mi><mi>o</mi><mi>s</mi><mi>e</mi><mi>i</mi><mi>d</mi><mi>o</mi><mi>n</mi><mo stretchy="false">(</mo><mo stretchy="false">[</mo><mi>i</mi><mi>d</mi><mi>e</mi><mi>n</mi><mi>t</mi><mi>i</mi><mi>t</mi><mi>y</mi><mi mathvariant="normal">_</mi><mi>c</mi><mi>o</mi><mi>m</mi><mi>m</mi><mi>i</mi><mi>t</mi><mi>m</mi><mi>e</mi><mi>n</mi><mi>t</mi><mo separator="true">,</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>m</mi><mi>e</mi><mi>s</mi><mi>s</mi><mi>a</mi><mi>g</mi><mi>e</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo stretchy="false">]</mo><mo stretchy="false">)</mo></mrow><annotation encoding="application/x-tex">rate\_commitment = poseidon([identity\_commitment, user\_message\_limit])</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.9695em;vertical-align:-0.31em"></span><span class="mord mathnormal" style="margin-right:0.02778em">r</span><span class="mord mathnormal">a</span><span class="mord mathnormal">t</span><span class="mord mathnormal">e</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">co</span><span class="mord mathnormal">mmi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">m</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.06em;vertical-align:-0.31em"></span><span class="mord mathnormal">p</span><span class="mord mathnormal">ose</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">o</span><span class="mord mathnormal">n</span><span class="mopen">([</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal">t</span><span class="mord mathnormal" style="margin-right:0.03588em">y</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">co</span><span class="mord mathnormal">mmi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">m</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">m</span><span class="mord mathnormal">ess</span><span class="mord mathnormal">a</span><span class="mord mathnormal" style="margin-right:0.03588em">g</span><span class="mord mathnormal">e</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mclose">])</span></span></span></span></span>
<p>In <strong>RLN-v3:</strong></p>
<span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>r</mi><mi>a</mi><mi>t</mi><mi>e</mi><mi mathvariant="normal">_</mi><mi>c</mi><mi>o</mi><mi>m</mi><mi>m</mi><mi>i</mi><mi>t</mi><mi>m</mi><mi>e</mi><mi>n</mi><mi>t</mi><mo>=</mo><mi>p</mi><mi>o</mi><mi>s</mi><mi>e</mi><mi>i</mi><mi>d</mi><mi>o</mi><mi>n</mi><mo stretchy="false">(</mo><mo stretchy="false">[</mo><mi>i</mi><mi>d</mi><mi>e</mi><mi>n</mi><mi>t</mi><mi>i</mi><mi>t</mi><mi>y</mi><mi mathvariant="normal">_</mi><mi>c</mi><mi>o</mi><mi>m</mi><mi>m</mi><mi>i</mi><mi>t</mi><mi>m</mi><mi>e</mi><mi>n</mi><mi>t</mi><mo separator="true">,</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>m</mi><mi>e</mi><mi>s</mi><mi>s</mi><mi>a</mi><mi>g</mi><mi>e</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo separator="true">,</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo stretchy="false">]</mo><mo stretchy="false">)</mo></mrow><annotation encoding="application/x-tex">rate\_commitment = poseidon([identity\_commitment, user\_message\_limit, user\_epoch\_limit])</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.9695em;vertical-align:-0.31em"></span><span class="mord mathnormal" style="margin-right:0.02778em">r</span><span class="mord mathnormal">a</span><span class="mord mathnormal">t</span><span class="mord mathnormal">e</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">co</span><span class="mord mathnormal">mmi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">m</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.06em;vertical-align:-0.31em"></span><span class="mord mathnormal">p</span><span class="mord mathnormal">ose</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">o</span><span class="mord mathnormal">n</span><span class="mopen">([</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal">t</span><span class="mord mathnormal" style="margin-right:0.03588em">y</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">co</span><span class="mord mathnormal">mmi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">m</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">m</span><span class="mord mathnormal">ess</span><span class="mord mathnormal">a</span><span class="mord mathnormal" style="margin-right:0.03588em">g</span><span class="mord mathnormal">e</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mclose">])</span></span></span></span></span>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="modification-to-circuit-inputs">Modification to circuit inputs<a href="#modification-to-circuit-inputs" class="hash-link" aria-label="Direct link to Modification to circuit inputs" title="Direct link to Modification to circuit inputs"></a></h3>
<p>To detect double signaling,
we make use of a circuit output <code>nullifier</code>,
which remains the same if a user generates a proof with the same <code>message_id</code> and <code>external_nullifier</code>,
where the <code>external_nullifier</code> and <code>nullifier</code> are defined as:</p>
<span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>e</mi><mi>x</mi><mi>t</mi><mi>e</mi><mi>r</mi><mi>n</mi><mi>a</mi><mi>l</mi><mi mathvariant="normal">_</mi><mi>n</mi><mi>u</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>f</mi><mi>i</mi><mi>e</mi><mi>r</mi><mo>=</mo><mi>p</mi><mi>o</mi><mi>s</mi><mi>e</mi><mi>i</mi><mi>d</mi><mi>o</mi><mi>n</mi><mo stretchy="false">(</mo><mo stretchy="false">[</mo><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mo separator="true">,</mo><mi>r</mi><mi>l</mi><mi>n</mi><mi mathvariant="normal">_</mi><mi>i</mi><mi>d</mi><mi>e</mi><mi>n</mi><mi>t</mi><mi>i</mi><mi>f</mi><mi>i</mi><mi>e</mi><mi>r</mi><mo stretchy="false">]</mo><mo stretchy="false">)</mo><mspace linebreak="newline"></mspace><mi>n</mi><mi>u</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>f</mi><mi>i</mi><mi>e</mi><mi>r</mi><mo>=</mo><mi>p</mi><mi>o</mi><mi>s</mi><mi>e</mi><mi>i</mi><mi>d</mi><mi>o</mi><mi>n</mi><mo stretchy="false">(</mo><mo stretchy="false">[</mo><mi>i</mi><mi>d</mi><mi>e</mi><mi>n</mi><mi>t</mi><mi>i</mi><mi>t</mi><mi>y</mi><mi mathvariant="normal">_</mi><mi>s</mi><mi>e</mi><mi>c</mi><mi>r</mi><mi>e</mi><mi>t</mi><mo separator="true">,</mo><mi>e</mi><mi>x</mi><mi>t</mi><mi>e</mi><mi>r</mi><mi>n</mi><mi>a</mi><mi>l</mi><mi mathvariant="normal">_</mi><mi>n</mi><mi>u</mi><mi>l</mi><mi>l</mi><mi>i</mi><mi>f</mi><mi>i</mi><mi>e</mi><mi>r</mi><mo separator="true">,</mo><mi>m</mi><mi>e</mi><mi>s</mi><mi>s</mi><mi>a</mi><mi>g</mi><mi>e</mi><mi mathvariant="normal">_</mi><mi>i</mi><mi>d</mi><mo stretchy="false">]</mo><mo stretchy="false">)</mo></mrow><annotation encoding="application/x-tex">external\_nullifier = poseidon([epoch, rln\_identifier]) \\
nullifier = poseidon([identity\_secret, external\_nullifier, message\_id])</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">e</span><span class="mord mathnormal">x</span><span class="mord mathnormal">t</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mord mathnormal">na</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">n</span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.01968em">ll</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.10764em">f</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.06em;vertical-align:-0.31em"></span><span class="mord mathnormal">p</span><span class="mord mathnormal">ose</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">o</span><span class="mord mathnormal">n</span><span class="mopen">([</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal" style="margin-right:0.02778em">r</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">n</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.10764em">f</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mclose">])</span></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:0.8889em;vertical-align:-0.1944em"></span><span class="mord mathnormal">n</span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.01968em">ll</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.10764em">f</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.06em;vertical-align:-0.31em"></span><span class="mord mathnormal">p</span><span class="mord mathnormal">ose</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">o</span><span class="mord mathnormal">n</span><span class="mopen">([</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal">t</span><span class="mord mathnormal" style="margin-right:0.03588em">y</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">secre</span><span class="mord mathnormal">t</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal">e</span><span class="mord mathnormal">x</span><span class="mord mathnormal">t</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mord mathnormal">na</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">n</span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.01968em">ll</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.10764em">f</span><span class="mord mathnormal">i</span><span class="mord mathnormal" style="margin-right:0.02778em">er</span><span class="mpunct">,</span><span class="mspace" style="margin-right:0.1667em"></span><span class="mord mathnormal">m</span><span class="mord mathnormal">ess</span><span class="mord mathnormal">a</span><span class="mord mathnormal" style="margin-right:0.03588em">g</span><span class="mord mathnormal">e</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">i</span><span class="mord mathnormal">d</span><span class="mclose">])</span></span></span></span></span>
<p>Where:</p>
<ul>
<li><code>epoch</code> is defined as the Unix epoch timestamp with seconds precision.</li>
<li><code>rln_identifier</code> uniquely identifies an application for which a user submits a proof.</li>
<li><code>identity_secret</code> is the private key of the user.</li>
<li><code>message_id</code> is the sequence number of the users message within <code>user_message_limit</code> in an epoch.</li>
</ul>
<p>In RLN-v2, the global epoch was 1 second,
hence we did not need to perform any assertions to the epochs value inside the circuit,
and the validation of the epoch was handled off-circuit (i.e., too old, too large, bad values, etc.).</p>
<p>In RLN-v3, we propose that the <code>epoch</code> that is passed into the circuit
must be a valid multiple of <code>user_epoch_limit</code>
since the user may pass in values of the <code>epoch</code> which do not directly correlate with the <code>user_epoch_limit</code>.</p>
<p>For example:</p>
<ul>
<li>A user with <code>user_epoch_limit</code> of 120
passes in an epoch of <code>237</code>
generates <code>user_message_limit</code> proofs with it,
can increment the epoch by <code>1</code>,
and generate <code>user_message_limit</code> proofs with it,
thereby allowing them to bypass the message per epoch restriction.</li>
</ul>
<p>One could say that we could perform this validation outside of the circuit,
but we maintain the <code>user_epoch_limit</code> as a private input to the circuit so that the user is not deanonymized by the anonymity set connected to that <code>user_epoch_limit</code>.
Since <code>user_epoch_limit</code> is kept private,
the verifier does not have access to that value and cannot perform validation on it.</p>
<p>If we ensure that the <code>epoch</code> is a multiple of <code>user_epoch_limit</code>,
we have the following scenarios:</p>
<ul>
<li>A user with <code>user_epoch_limit</code> of 120
passes in an epoch of <code>237</code>.
Proof generation fails since the epoch is not a multiple of <code>user_epoch_limit</code>.</li>
<li>A user with <code>user_epoch_limit</code> of 120
passes in an epoch of <code>240</code> and
can generate <code>user_message_limit</code> proofs without being slashed.</li>
</ul>
<p>Since we perform operations on the <code>epoch</code>, we must include it as a circuit input (previously, it was removed from the circuit inputs to RLN-v2).</p>
<p>Therefore, the new circuit inputs are as follows:</p>
<div class="language-c codeBlockContainer_EB2s codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:rgba(var(--lsd-surface-secondary), 0.08)"><div class="codeBlockContent_QJqH"><pre tabindex="0" class="prism-code language-c codeBlock_bY9V thin-scrollbar" style="color:#F8F8F2;background-color:rgba(var(--lsd-surface-secondary), 0.08)"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)">// unchanged</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private identity_secret</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private user_message_limit</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private message_id</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private pathElements</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private pathIndices</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">public x </span><span class="token comment" style="color:rgb(98, 114, 164)">// messageHash</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)">// new/changed</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private user_epoch_limit</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">private user_epoch_quotient </span><span class="token comment" style="color:rgb(98, 114, 164)">// epoch/user_epoch_limit to assert within circuit</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">public epoch</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">public rln_identifier</span><br></span></code></pre></div></div>
<p>The circuit outputs remain the same.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="additional-circuit-constraints">Additional circuit constraints<a href="#additional-circuit-constraints" class="hash-link" aria-label="Direct link to Additional circuit constraints" title="Direct link to Additional circuit constraints"></a></h3>
<ol>
<li>
<p>Since we accept the <code>epoch</code>, <code>user_epoch_quotient</code>, and <code>user_epoch_limit</code>,
we must ensure that the relation between these 3 values is preserved. I.e.:</p>
<span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mo>=</mo><mo>=</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo></mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>q</mi><mi>u</mi><mi>o</mi><mi>t</mi><mi>i</mi><mi>e</mi><mi>n</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">epoch == user\_epoch\_limit * user\_epoch\_quotient</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.8889em;vertical-align:-0.1944em"></span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">==</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2222em"></span><span class="mbin"></span><span class="mspace" style="margin-right:0.2222em"></span></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.03588em">q</span><span class="mord mathnormal">u</span><span class="mord mathnormal">o</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span></span></span></span></span>
</li>
<li>
<p>To ensure no overflows/underflows occur in the above multiplication,
we must constrain the inputs of <code>epoch</code>, <code>user_epoch_quotient</code>, and <code>user_epoch_limit</code>.
We have assumed <code>3600</code> to be the maximum valid size of the <code>user_epoch_quotient</code>.</p>
</li>
</ol>
<span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>s</mi><mi>i</mi><mi>z</mi><mi>e</mi><mo stretchy="false">(</mo><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mo stretchy="false">)</mo><mo></mo><mn>64</mn><mtext> </mtext><mi>b</mi><mi>i</mi><mi>t</mi><mi>s</mi><mspace linebreak="newline"></mspace><mi>s</mi><mi>i</mi><mi>z</mi><mi>e</mi><mo stretchy="false">(</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo stretchy="false">)</mo><mo></mo><mn>12</mn><mtext> </mtext><mi>b</mi><mi>i</mi><mi>t</mi><mi>s</mi><mspace linebreak="newline"></mspace><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo></mo><mn>3600</mn><mspace linebreak="newline"></mspace><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi><mo></mo><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mspace linebreak="newline"></mspace><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>q</mi><mi>u</mi><mi>o</mi><mi>t</mi><mi>i</mi><mi>e</mi><mi>n</mi><mi>t</mi><mo>&lt;</mo><mi>u</mi><mi>s</mi><mi>e</mi><mi>r</mi><mi mathvariant="normal">_</mi><mi>e</mi><mi>p</mi><mi>o</mi><mi>c</mi><mi>h</mi><mi mathvariant="normal">_</mi><mi>l</mi><mi>i</mi><mi>m</mi><mi>i</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">size(epoch) \leq 64\ bits \\
size(user\_epoch\_limit) \leq 12\ bits \\
user\_epoch\_limit \leq 3600 \\
user\_epoch\_limit \leq epoch \\
user\_epoch\_quotient &lt; user\_epoch\_limit</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em"></span><span class="mord mathnormal">s</span><span class="mord mathnormal">i</span><span class="mord mathnormal">ze</span><span class="mopen">(</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mclose">)</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel"></span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:0.6944em"></span><span class="mord">64</span><span class="mspace"> </span><span class="mord mathnormal">bi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">s</span></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:1.06em;vertical-align:-0.31em"></span><span class="mord mathnormal">s</span><span class="mord mathnormal">i</span><span class="mord mathnormal">ze</span><span class="mopen">(</span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mclose">)</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel"></span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:0.6944em"></span><span class="mord">12</span><span class="mspace"> </span><span class="mord mathnormal">bi</span><span class="mord mathnormal">t</span><span class="mord mathnormal">s</span></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel"></span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:0.6444em"></span><span class="mord">3600</span></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel"></span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:0.8889em;vertical-align:-0.1944em"></span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.03588em">q</span><span class="mord mathnormal">u</span><span class="mord mathnormal">o</span><span class="mord mathnormal">t</span><span class="mord mathnormal">i</span><span class="mord mathnormal">e</span><span class="mord mathnormal">n</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em"></span><span class="mrel">&lt;</span><span class="mspace" style="margin-right:0.2778em"></span></span><span class="base"><span class="strut" style="height:1.0044em;vertical-align:-0.31em"></span><span class="mord mathnormal">u</span><span class="mord mathnormal" style="margin-right:0.02778em">ser</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal">e</span><span class="mord mathnormal">p</span><span class="mord mathnormal">oc</span><span class="mord mathnormal">h</span><span class="mord" style="margin-right:0.02778em">_</span><span class="mord mathnormal" style="margin-right:0.01968em">l</span><span class="mord mathnormal">imi</span><span class="mord mathnormal">t</span></span></span></span></span>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="modifications-to-external-epoch-validation-waku-etc">Modifications to external epoch validation (Waku, etc.)<a href="#modifications-to-external-epoch-validation-waku-etc" class="hash-link" aria-label="Direct link to Modifications to external epoch validation (Waku, etc.)" title="Direct link to Modifications to external epoch validation (Waku, etc.)"></a></h3>
<p>For receivers of an RLN-v3 proof
to detect if a message is too old, we must use the higher bound of the <code>user_epoch_limit</code>, which has been set to <code>3600</code>.
The <strong>trade-off</strong> here is that we allow hour-old messages to propagate within the network.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="modifications-to-double-signaling-detection-scheme-waku-etc">Modifications to double signaling detection scheme (Waku, etc.)<a href="#modifications-to-double-signaling-detection-scheme-waku-etc" class="hash-link" aria-label="Direct link to Modifications to double signaling detection scheme (Waku, etc.)" title="Direct link to Modifications to double signaling detection scheme (Waku, etc.)"></a></h3>
<p>For verifiers of RLN-v1/v2 proofs,
a log of nullifiers seen in the last epoch is maintained,
and if there is a match with a pre-existing nullifier,
double signaling has been detected and the verifier MAY proceed to slash the spamming user.</p>
<p>With the RLN-v3 scheme,
we need to increase the size of the nullifier log used,
which previously cleared itself every second to the higher bound of the <code>user_epoch_limit</code>, which is <code>3600</code>.
Now, the RLN proof verifier must clear the nullifier log every <code>3600</code> seconds to satisfactorily detect double signaling.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="the-implementation">The implementation<a href="#the-implementation" class="hash-link" aria-label="Direct link to The implementation" title="Direct link to The implementation"></a></h2>
<p>An implementation of the RLN-v3 scheme in <a href="https://docs.gnark.consensys.io/" target="_blank" rel="noopener noreferrer">gnark</a> can be found <a href="https://github.com/vacp2p/gnark-rln/blob/9b05eddc89901a06d8f41b093ce8ce12fd0bb4e0/rln/rln.go" target="_blank" rel="noopener noreferrer">here</a>.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="comments-on-performance">Comments on performance<a href="#comments-on-performance" class="hash-link" aria-label="Direct link to Comments on performance" title="Direct link to Comments on performance"></a></h2>
<ul>
<li>Hardware: Macbook Air M2, 16GB RAM</li>
<li>Circuit: <a href="https://github.com/vacp2p/gnark-rln/blob/9b05eddc89901a06d8f41b093ce8ce12fd0bb4e0/rln/rln.go" target="_blank" rel="noopener noreferrer">RLN-v3</a></li>
<li>Proving system: <a href="https://eprint.iacr.org/2016/260.pdf" target="_blank" rel="noopener noreferrer"><code>Groth16</code></a></li>
<li>Framework: <a href="https://docs.gnark.consensys.io/" target="_blank" rel="noopener noreferrer"><code>gnark</code></a></li>
<li>Elliptic curve: <a href="https://eprint.iacr.org/2013/879.pdf" target="_blank" rel="noopener noreferrer"><code>bn254</code></a> (aka bn128) (not to be confused with the 254-bit Weierstrass curve)</li>
<li>Finite field: Prime-order subgroup of the group of points on the <code>bn254</code> curve</li>
<li>Default Merkle tree height: <code>20</code></li>
<li>Hashing algorithm: <a href="https://eprint.iacr.org/2019/458.pdf" target="_blank" rel="noopener noreferrer"><code>Poseidon</code></a></li>
<li>Merkle tree: <a href="https://github.com/rate-limiting-nullifier/pmtree" target="_blank" rel="noopener noreferrer"><code>Sparse Indexed Merkle Tree</code></a></li>
</ul>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="proving">Proving<a href="#proving" class="hash-link" aria-label="Direct link to Proving" title="Direct link to Proving"></a></h3>
<p>The proving time for the RLN-v3 circuit is <code>90ms</code> for a single proof.</p>
<h3 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="verification">Verification<a href="#verification" class="hash-link" aria-label="Direct link to Verification" title="Direct link to Verification"></a></h3>
<p>The verification time for the RLN-v3 circuit is <code>1.7ms</code> for a single proof.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="conclusion">Conclusion<a href="#conclusion" class="hash-link" aria-label="Direct link to Conclusion" title="Direct link to Conclusion"></a></h2>
<p>The RLN-v3 scheme introduces a new epoch-based message rate-limiting scheme to the RLN protocol.
It enhances the user&#x27;s flexibility in setting their message limits and cost-optimizes their stake.</p>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="future-work">Future work<a href="#future-work" class="hash-link" aria-label="Direct link to Future work" title="Direct link to Future work"></a></h2>
<ul>
<li>Implementing the RLN-v3 scheme in <a href="https://github.com/vacp2p/zerokit" target="_blank" rel="noopener noreferrer">Zerokit</a></li>
<li>Implementing the RLN-v3 scheme in <a href="https://github.com/waku-org/nwaku" target="_blank" rel="noopener noreferrer">Waku</a></li>
<li>Formal security analysis of the RLN-v3 scheme</li>
</ul>
<h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="references">References<a href="#references" class="hash-link" aria-label="Direct link to References" title="Direct link to References"></a></h2>
<ul>
<li><a href="https://research.logos.co/rlog/rln-anonymous-dos-prevention" target="_blank" rel="noopener noreferrer">Strengthening Anonymous DoS Prevention with Rate Limiting Nullifiers in Waku</a></li>
<li><a href="https://github.com/rate-limiting-nullifier/circom-rln" target="_blank" rel="noopener noreferrer">RLN Circuits</a></li>
<li><a href="https://eprint.iacr.org/2016/260.pdf" target="_blank" rel="noopener noreferrer">Groth16</a></li>
<li><a href="https://docs.gnark.consensys.io/" target="_blank" rel="noopener noreferrer">Gnark</a></li>
<li><a href="https://eprint.iacr.org/2019/458.pdf" target="_blank" rel="noopener noreferrer">Poseidon Hash</a></li>
<li><a href="https://github.com/vacp2p/zerokit" target="_blank" rel="noopener noreferrer">Zerokit</a></li>
<li><a href="https://rfc.vac.dev/vac/32/rln-v1" target="_blank" rel="noopener noreferrer">RLN-v1 RFC</a></li>
<li><a href="https://rfc.vac.dev/vac/raw/rln-v2" target="_blank" rel="noopener noreferrer">RLN-v2 RFC</a></li>
<li><a href="https://waku.org" target="_blank" rel="noopener noreferrer">Waku</a></li>
</ul></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Blog post page navigation"><a class="pagination-nav__link pagination-nav__link--prev" href="/rlog/vac101-membership-with-bloom-filters-and-cuckoo-filters"><div class="icon_S7Kx m_thRi"><svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" fill="none" viewBox="0 0 14 14"><path fill="#fff" d="M11.667 6.417h-7.1L7.83 3.156 7 2.333 2.334 7 7 11.667l.823-.823-3.255-3.26h7.099z"></path></svg></div><span class="lsd-typography lsd-typography--body2 pagination-nav__label">Logos Research 101: Membership with Bloom Filters and Cuckoo Filters</span></a><a class="pagination-nav__link pagination-nav__link--next" href="/rlog/rln-light-verifiers"><span class="lsd-typography lsd-typography--body2 pagination-nav__label">Verifying RLN Proofs in Light Clients with Subtrees</span><div class="icon_S7Kx m_thRi"><svg xmlns="http://www.w3.org/2000/svg" width="14" height="14" fill="none" viewBox="0 0 14 14"><path fill="#fff" d="m7 2.334-.823.822 3.255 3.26H2.333v1.167h7.1l-3.256 3.261.823.823L11.667 7z"></path></svg></div></a></nav></main><div class="col col--2"><div class="tableOfContents_bqdL thin-scrollbar"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#introduction" class="table-of-contents__link toc-highlight">Introduction</a></li><li><a href="#theory" class="table-of-contents__link toc-highlight">Theory</a><ul><li><a href="#modification-to-leaves-set-in-the-membership-merkle-tree" class="table-of-contents__link toc-highlight">Modification to leaves set in the membership Merkle tree</a></li><li><a href="#modification-to-circuit-inputs" class="table-of-contents__link toc-highlight">Modification to circuit inputs</a></li><li><a href="#additional-circuit-constraints" class="table-of-contents__link toc-highlight">Additional circuit constraints</a></li><li><a href="#modifications-to-external-epoch-validation-waku-etc" class="table-of-contents__link toc-highlight">Modifications to external epoch validation (Waku, etc.)</a></li><li><a href="#modifications-to-double-signaling-detection-scheme-waku-etc" class="table-of-contents__link toc-highlight">Modifications to double signaling detection scheme (Waku, etc.)</a></li></ul></li><li><a href="#the-implementation" class="table-of-contents__link toc-highlight">The implementation</a></li><li><a href="#comments-on-performance" class="table-of-contents__link toc-highlight">Comments on performance</a><ul><li><a href="#proving" class="table-of-contents__link toc-highlight">Proving</a></li><li><a href="#verification" class="table-of-contents__link toc-highlight">Verification</a></li></ul></li><li><a href="#conclusion" class="table-of-contents__link toc-highlight">Conclusion</a></li><li><a href="#future-work" class="table-of-contents__link toc-highlight">Future work</a></li><li><a href="#references" class="table-of-contents__link toc-highlight">References</a></li></ul></div></div></div></div></div><footer class="footer"><div class="container container-fluid firstRow_ar1q"><div class="footer__bottom text--center"><div class="margin-bottom--sm"><a class="footerLogoLink_BH7S" href="/"><img src="/theme/image/logo.svg" alt="Logos Research" class="themedImage_kfRS themedImage--light_BL8e footer__logo" width="22"><img src="/theme/image/logo.svg" alt="Logos Research" class="themedImage_kfRS themedImage--dark_OvIx footer__logo" width="22"></a></div><div class="footer__copyright">Logos Research</div></div><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://x.com/LogosRnD" target="_blank" rel="noopener noreferrer" class="footer__link-item">Twitter<svg width="13.5" height="13.5" aria-hidden="true" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a href="https://discord.gg/PQFdubGt6d" target="_blank" rel="noopener noreferrer" class="footer__link-item">Discord<svg width="13.5" height="13.5" aria-hidden="true" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a href="https://github.com/vacp2p" target="_blank" rel="noopener noreferrer" class="footer__link-item">Github<svg width="13.5" height="13.5" aria-hidden="true" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://jobs.status.im/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Work With Us<svg width="13.5" height="13.5" aria-hidden="true" class="iconExternalLink_nPIU"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a class="footer__link-item" href="/terms">Terms &amp; 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