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	<id>https://en.bitcoin.it/w/index.php?action=history&amp;feed=atom&amp;title=Real_peer_review</id>
	<title>Real peer review - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://en.bitcoin.it/w/index.php?action=history&amp;feed=atom&amp;title=Real_peer_review"/>
	<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;action=history"/>
	<updated>2026-04-05T00:50:20Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.43.6</generator>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=70656&amp;oldid=prev</id>
		<title>Calliptamus at 08:51, 17 May 2025</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=70656&amp;oldid=prev"/>
		<updated>2025-05-17T08:51:55Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 08:51, 17 May 2025&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l2&quot;&gt;Line 2:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 2:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;In new fields the normal systems of academic peer review may be ineffective because the norms for studying that field are not yet established, the basics are not yet widely known, and the best references sources have not been identified.  The experience in the subject that the authors have relative to reviewers can be much greater than usual because without a well developed field there is not an adequate supply of expert reviewers.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;In new fields the normal systems of academic peer review may be ineffective because the norms for studying that field are not yet established, the basics are not yet widely known, and the best references sources have not been identified.  The experience in the subject that the authors have relative to reviewers can be much greater than usual because without a well developed field there is not an adequate supply of expert reviewers.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While analysis and review is greatly appreciated, some in the Bitcoin community have the opinion that much of the output from academic analysis of Bitcoin is of low quality: It often repeats well known things as novel, gets basic details about the system wrong, and generally would have benefited greatly by even a little review by an _actual_ Bitcoin expert.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While analysis and review is greatly appreciated, some in the &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;[[&lt;/ins&gt;Bitcoin&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;]] &lt;/ins&gt;community have the opinion that much of the output from academic analysis of Bitcoin is of low quality: It often repeats well known things as novel, gets basic details about the system wrong, and generally would have benefited greatly by even a little review by an _actual_ Bitcoin expert.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While the Bitcoin community doesn&amp;#039;t have any way to intercede in the publication process we can at least document these mistakes after the fact to reduce their propagation in new works via citations.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While the Bitcoin community doesn&amp;#039;t have any way to intercede in the publication process we can at least document these mistakes after the fact to reduce their propagation in new works via citations.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Calliptamus</name></author>
	</entry>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31830&amp;oldid=prev</id>
		<title>Gmaxwell: /* Linking transactions to identify ownership */ re</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31830&amp;oldid=prev"/>
		<updated>2012-10-16T20:50:20Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Linking transactions to identify ownership: &lt;/span&gt; re&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 20:50, 16 October 2012&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l5&quot;&gt;Line 5:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 5:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While the Bitcoin community doesn&amp;#039;t have any way to intercede in the publication process we can at least document these mistakes after the fact to reduce their propagation in new works via citations.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;While the Bitcoin community doesn&amp;#039;t have any way to intercede in the publication process we can at least document these mistakes after the fact to reduce their propagation in new works via citations.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;&#039;This page is a recent work in progress and has not yet been widely reviewed&#039;&#039;&#039;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Linking transactions to identify ownership ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Linking transactions to identify ownership ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Gmaxwell</name></author>
	</entry>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31826&amp;oldid=prev</id>
		<title>Gmaxwell: /* Linking transactions to identify ownership */</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31826&amp;oldid=prev"/>
		<updated>2012-10-16T19:21:22Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Linking transactions to identify ownership&lt;/span&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 19:21, 16 October 2012&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l25&quot;&gt;Line 25:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 25:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &amp;#039;legal requirement&amp;#039; of the system, which isn&amp;#039;t necessarily important for the paper&amp;#039;s purposes but is still misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&amp;#039;s also used for &amp;#039;coin mixing&amp;#039; purposes to explicitly frustrate the kind of analysis done in &amp;#039;&amp;#039;Quantitative Analysis&amp;#039;&amp;#039;.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &amp;#039;legal requirement&amp;#039; of the system, which isn&amp;#039;t necessarily important for the paper&amp;#039;s purposes but is still misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&amp;#039;s also used for &amp;#039;coin mixing&amp;#039; purposes to explicitly frustrate the kind of analysis done in &amp;#039;&amp;#039;Quantitative Analysis&amp;#039;&amp;#039;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. But if we step away from the pedantic details of the system we still find other problems with this assumption:  A very common model for &#039;web wallets&#039;, &#039;exchanges&#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &quot;control&quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &quot;in use&quot; since they could be stationary in the blockchain while being very actively traded inside other systems.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &quot;controlled&quot; other keys jointly used in the past&lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;, even ignoring that &lt;/del&gt;joint use is never proof. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. But if we step away from the pedantic details of the system we still find other problems with this assumption:  A very common model for &#039;web wallets&#039;, &#039;exchanges&#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &quot;control&quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &quot;in use&quot; since they could be stationary in the blockchain while being very actively traded inside other systems.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &quot;controlled&quot; &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;the past use of a key, much less &lt;/ins&gt;other keys jointly used in the past &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;(as &lt;/ins&gt;joint use is never proof &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;of joint control)&lt;/ins&gt;. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Gmaxwell</name></author>
	</entry>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31825&amp;oldid=prev</id>
		<title>Gmaxwell: /* Linking transactions to identify ownership */ minor tweaks</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31825&amp;oldid=prev"/>
		<updated>2012-10-16T19:07:53Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Linking transactions to identify ownership: &lt;/span&gt; minor tweaks&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 19:07, 16 October 2012&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l25&quot;&gt;Line 25:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 25:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &amp;#039;legal requirement&amp;#039; of the system, which isn&amp;#039;t necessarily important for the paper&amp;#039;s purposes but is still misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&amp;#039;s also used for &amp;#039;coin mixing&amp;#039; purposes to explicitly frustrate the kind of analysis done in &amp;#039;&amp;#039;Quantitative Analysis&amp;#039;&amp;#039;.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &amp;#039;legal requirement&amp;#039; of the system, which isn&amp;#039;t necessarily important for the paper&amp;#039;s purposes but is still misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&amp;#039;s also used for &amp;#039;coin mixing&amp;#039; purposes to explicitly frustrate the kind of analysis done in &amp;#039;&amp;#039;Quantitative Analysis&amp;#039;&amp;#039;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;but &lt;/del&gt;if we step away from the system &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;pedantic &lt;/del&gt;we find other problems with this assumption:  A very common model for &#039;web wallets&#039;, &#039;exchanges&#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &quot;control&quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &quot;in use&quot; &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;(&lt;/del&gt;since they could be stationary in the blockchain while being very actively traded.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &quot;controlled&quot; other keys jointly used in the past, even ignoring that joint use is never proof. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;But &lt;/ins&gt;if we step away from &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;the pedantic details of &lt;/ins&gt;the system we &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;still &lt;/ins&gt;find other problems with this assumption:  A very common model for &#039;web wallets&#039;, &#039;exchanges&#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &quot;control&quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &quot;in use&quot; since they could be stationary in the blockchain while being very actively traded &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;inside other systems&lt;/ins&gt;.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &quot;controlled&quot; other keys jointly used in the past, even ignoring that joint use is never proof. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Gmaxwell</name></author>
	</entry>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31824&amp;oldid=prev</id>
		<title>Gmaxwell: /* Linking transactions to identify ownership */</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31824&amp;oldid=prev"/>
		<updated>2012-10-16T19:06:17Z</updated>

		<summary type="html">&lt;p&gt;&lt;span class=&quot;autocomment&quot;&gt;Linking transactions to identify ownership&lt;/span&gt;&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 19:06, 16 October 2012&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l23&quot;&gt;Line 23:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 23:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This is flatly untrue for multiple reasons.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;This is flatly untrue for multiple reasons.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &#039;legal requirement&#039; of the system, which isn&#039;t important for the paper&#039;s purposes but &lt;del style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;it&#039;s &lt;/del&gt;misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&#039;s also used for &#039;coin mixing&#039; purposes to explicitly frustrate the kind of analysis done in &#039;&#039;Quantitative Analysis&#039;&#039;.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;First— this is expressed as a &#039;legal requirement&#039; of the system, which isn&#039;t &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;necessarily &lt;/ins&gt;important for the paper&#039;s purposes but &lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;is still &lt;/ins&gt;misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&#039;s also used for &#039;coin mixing&#039; purposes to explicitly frustrate the kind of analysis done in &#039;&#039;Quantitative Analysis&#039;&#039;.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. but if we step away from the system pedantic we find other problems with this assumption:  A very common model for &amp;#039;web wallets&amp;#039;, &amp;#039;exchanges&amp;#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &amp;quot;control&amp;quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &amp;quot;in use&amp;quot; (since they could be stationary in the blockchain while being very actively traded.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &amp;quot;controlled&amp;quot; other keys jointly used in the past, even ignoring that joint use is never proof. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Admittedly, these uses are not currently very common. but if we step away from the system pedantic we find other problems with this assumption:  A very common model for &amp;#039;web wallets&amp;#039;, &amp;#039;exchanges&amp;#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &amp;quot;control&amp;quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &amp;quot;in use&amp;quot; (since they could be stationary in the blockchain while being very actively traded.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &amp;quot;controlled&amp;quot; other keys jointly used in the past, even ignoring that joint use is never proof. The import functionality is fairly widely used.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Gmaxwell</name></author>
	</entry>
	<entry>
		<id>https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31823&amp;oldid=prev</id>
		<title>Gmaxwell: How about a start</title>
		<link rel="alternate" type="text/html" href="https://en.bitcoin.it/w/index.php?title=Real_peer_review&amp;diff=31823&amp;oldid=prev"/>
		<updated>2012-10-16T19:04:48Z</updated>

		<summary type="html">&lt;p&gt;How about a start&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&lt;br /&gt;
In new fields the normal systems of academic peer review may be ineffective because the norms for studying that field are not yet established, the basics are not yet widely known, and the best references sources have not been identified.  The experience in the subject that the authors have relative to reviewers can be much greater than usual because without a well developed field there is not an adequate supply of expert reviewers.&lt;br /&gt;
&lt;br /&gt;
While analysis and review is greatly appreciated, some in the Bitcoin community have the opinion that much of the output from academic analysis of Bitcoin is of low quality: It often repeats well known things as novel, gets basic details about the system wrong, and generally would have benefited greatly by even a little review by an _actual_ Bitcoin expert.&lt;br /&gt;
&lt;br /&gt;
While the Bitcoin community doesn&amp;#039;t have any way to intercede in the publication process we can at least document these mistakes after the fact to reduce their propagation in new works via citations.&lt;br /&gt;
&lt;br /&gt;
== Linking transactions to identify ownership ==&lt;br /&gt;
&lt;br /&gt;
In &amp;#039;&amp;#039;Quantitative Analysis of the Full Bitcoin Transaction Graph&amp;#039;&amp;#039; by Dorit Ron and Adi Shamir [http://eprint.iacr.org/2012/584.pdf] the authors write:&lt;br /&gt;
&lt;br /&gt;
&amp;lt;blockquote&amp;gt;&lt;br /&gt;
A very important feature of the Bitcoin network is that a transaction involving&lt;br /&gt;
multiple sending addresses can only be carried out by the common owner of&lt;br /&gt;
all those addresses, as it is demanded by the Bitcoin system that “Whoever sent&lt;br /&gt;
this transaction owns all of these addresses”. This legal requirement is also technically&lt;br /&gt;
ensured by the fact that each received amount must have a cryptographic&lt;br /&gt;
digital signature that unlocks it from the prior transaction. Only the person possessing&lt;br /&gt;
the appropriate address is able to create a satisfactory signature, and thus&lt;br /&gt;
funds can only be spent by their owners.&lt;br /&gt;
&amp;lt;/blockquote&amp;gt;&lt;br /&gt;
&lt;br /&gt;
This is flatly untrue for multiple reasons.&lt;br /&gt;
&lt;br /&gt;
First— this is expressed as a &amp;#039;legal requirement&amp;#039; of the system, which isn&amp;#039;t important for the paper&amp;#039;s purposes but it&amp;#039;s misinformation which may have greater implications elsewhere.  It is perfectly possible for users of Bitcoin to _jointly_ create a transactions where the owner of each input signs only for that input. This can be used so that multiple parties can atomically pay a third (e.g. to release information) without risk that one party will not pay. It&amp;#039;s also used for &amp;#039;coin mixing&amp;#039; purposes to explicitly frustrate the kind of analysis done in &amp;#039;&amp;#039;Quantitative Analysis&amp;#039;&amp;#039;.&lt;br /&gt;
&lt;br /&gt;
Admittedly, these uses are not currently very common. but if we step away from the system pedantic we find other problems with this assumption:  A very common model for &amp;#039;web wallets&amp;#039;, &amp;#039;exchanges&amp;#039;, and bank like services (as well as explicit centralized laundering services) is to have a common wallet which mixes inputs from many customers. While arguably these services &amp;quot;control&amp;quot; the funds, this kind of control is not useful for drawing conclusions about ownership or if funds are &amp;quot;in use&amp;quot; (since they could be stationary in the blockchain while being very actively traded.  Moreover, many of these systems allow users to _import_ private keys, invisibly transferring control. It would not be a correct assumption that a later party &amp;quot;controlled&amp;quot; other keys jointly used in the past, even ignoring that joint use is never proof. The import functionality is fairly widely used.&lt;br /&gt;
&lt;br /&gt;
Because of these concerns great care should be taken when assuming that &amp;quot;ownership&amp;quot; or even &amp;quot;control&amp;quot; can be reliably determined from transaction graph analysis, and the exact analysis and conclusions should be carefully compared against usage norms because the system rules to not ensure a clear pattern of either of these qualities as a function of the transaction graph.&lt;/div&gt;</summary>
		<author><name>Gmaxwell</name></author>
	</entry>
</feed>