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From: Jim Posen <jim.posen@gmail.com>
Date: Wed, 23 May 2018 20:48:00 -0700
Message-ID: <CADZtCShDzPK_jqeOrK4XBoB2uriU9c9T8Dm7By-8ew3XOoAeQg@mail.gmail.com>
To: Gregory Maxwell <greg@xiph.org>
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Subject: Re: [bitcoin-dev] BIP 158 Flexibility and Filter Size
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Greg, I've attached a graph including the input scripts.

In the top graph, we can see how the input script filter compares to the
input outpoint filter. It is definitely smaller as a result of address
reuse. The bottom graph shows the ratio over time of combining the input
prev script and output script filters vs keeping them separate. In more
recent blocks, it appears that there are decreasing savings.

On Wed, May 23, 2018 at 6:04 PM Conner Fromknecht
<conner@lightning.engineering> wrote:

> Hi all,
>
> Jimpo, thanks for looking into those stats! I had always imagined that
> there
> would be a more significant savings in having all filters in one bundle, as
> opposed to separate. These results are interesting, to say the least, and
> definitely offer us some flexibility in options for filter sharding.
>
> So far, the bulk of this discussion has centered around bandwidth. I am
> concerned, however, that splitting up the filters is at odds with the
> other
> goal of the proposal in offering improved privacy.
>
> Allowing clients to choose individual filter sets trivially exposes the
> type of
> data that client is interested in. This alone might be enough to
> fingerprint the
> function of a peer and reduce anonymity set justifying their potential
> behavior.
>
> Furthermore, if a match is encountered, and block requested, full nodes
> have
> more targeted insight into what caused a particular match. They could
> infer that
> the client received funds in a particular block, e.g., if they are only
> requesting
> output scripts.
>
> This is above and beyond the additional complexity of now syncing,
> validating,
> and managing five or six distinct header/filter-header/filter/block chains.
>
> I agree that saving on bandwidth is an important goal, but bandwidth and
> privacy
> are always seemingly at odds. Strictly comparing the bandwidth
> requirements of
> a system that heavily weighs privacy to existing ones, e.g. BIP39, that
> don't is a
> losing battle IMO.
>
> I'm not fundamentally opposed to splitting the filters, I certainly see the
> arguments for flexibility. However, I also want to ensure we are
> considering the
> second order effects that fall out of optimizing for one metric when
> others exist.
>
> Cheers,
> Conner
> On Wed, May 23, 2018 at 10:29 Gregory Maxwell via bitcoin-dev <
> bitcoin-dev@lists.linuxfoundation.org> wrote:
>
>> Any chance you could add a graph of input-scripts  (instead of input
>> outpoints)?
>>
>> On Wed, May 23, 2018 at 7:38 AM, Jim Posen via bitcoin-dev
>> <bitcoin-dev@lists.linuxfoundation.org> wrote:
>> > So I checked filter sizes (as a proportion of block size) for each of
>> the
>> > sub-filters. The graph is attached.
>> >
>> > As interpretation, the first ~120,000 blocks are so small that the
>> > Golomb-Rice coding can't compress the filters that well, which is why
>> the
>> > filter sizes are so high proportional to the block size. Except for the
>> > input filter, because the coinbase input is skipped, so many of them
>> have 0
>> > elements. But after block 120,000 or so, the filter compression
>> converges
>> > pretty quickly to near the optimal value. The encouraging thing here is
>> that
>> > if you look at the ratio of the combined size of the separated filters
>> vs
>> > the size of a filter containing all of them (currently known as the
>> basic
>> > filter), they are pretty much the same size. The mean of the ratio
>> between
>> > them after block 150,000 is 99.4%. So basically, not much compression
>> > efficiently is lost by separating the basic filter into sub-filters.
>> >
>> > On Tue, May 22, 2018 at 5:42 PM, Jim Posen <jim.posen@gmail.com> wrote:
>> >>>
>> >>> My suggestion was to advertise a bitfield for each filter type the
>> node
>> >>> serves,
>> >>> where the bitfield indicates what elements are part of the filters.
>> This
>> >>> essentially
>> >>> removes the notion of decided filter types and instead leaves the
>> >>> decision to
>> >>> full-nodes.
>> >>
>> >>
>> >> I think it makes more sense to construct entirely separate filters for
>> the
>> >> different types of elements and allow clients to download only the
>> ones they
>> >> care about. If there are enough elements per filter, the compression
>> ratio
>> >> shouldn't be much worse by splitting them up. This prevents the
>> exponential
>> >> blowup in the number of filters that you mention, Johan, and it works
>> nicely
>> >> with service bits for advertising different filter types independently.
>> >>
>> >> So if we created three separate filter types, one for output scripts,
>> one
>> >> for input outpoints, and one for TXIDs, each signaled with a separate
>> >> service bit, are people good with that? Or do you think there
>> shouldn't be a
>> >> TXID filter at all, Matt? I didn't include the option of a prev output
>> >> script filter or rolling that into the block output script filter
>> because it
>> >> changes the security model (cannot be proven to be correct/incorrect
>> >> succinctly).
>> >>
>> >> Then there's the question of whether to separate or combine the
>> headers.
>> >> I'd lean towards keeping them separate because it's simpler that way.
>> >
>> >
>> >
>> > _______________________________________________
>> > bitcoin-dev mailing list
>> > bitcoin-dev@lists.linuxfoundation.org
>> > https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-dev
>> >
>> _______________________________________________
>> bitcoin-dev mailing list
>> bitcoin-dev@lists.linuxfoundation.org
>> https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-dev
>>
>

--00000000000035ccbe056ceb85b9
Content-Type: text/html; charset="UTF-8"
Content-Transfer-Encoding: quoted-printable

<div dir=3D"ltr">Greg, I&#39;ve attached a graph including the input script=
s.<div><br></div><div>In the top graph, we can see how the input script fil=
ter compares to the input outpoint filter. It is definitely smaller as a re=
sult of address reuse. The bottom graph shows the ratio over time of combin=
ing the input prev script and output script filters vs keeping them separat=
e. In more recent blocks, it appears that there are decreasing savings.</di=
v></div><br><div class=3D"gmail_quote"><div dir=3D"ltr">On Wed, May 23, 201=
8 at 6:04 PM Conner Fromknecht &lt;conner@lightning.engineering&gt; wrote:<=
br></div><blockquote class=3D"gmail_quote" style=3D"margin:0 0 0 .8ex;borde=
r-left:1px #ccc solid;padding-left:1ex"><div dir=3D"ltr">





<p class=3D"m_-102040310154617367inbox-inbox-p1"><span class=3D"m_-10204031=
0154617367inbox-inbox-s1">Hi all,<br></span><span class=3D"m_-1020403101546=
17367inbox-inbox-s2"><br>Jimpo</span><span class=3D"m_-102040310154617367in=
box-inbox-s1">, thanks for looking into those stats! I had always imagined =
that there<br></span>would be a more significant savings in having all filt=
ers in one bundle, as<br>opposed to separate. These results are interesting=
, to say the least, and<span class=3D"m_-102040310154617367inbox-inbox-Appl=
e-converted-space"><br></span><span class=3D"m_-102040310154617367inbox-inb=
ox-s1">definitely offer us some flexibility in options for filter </span><s=
pan class=3D"m_-102040310154617367inbox-inbox-s2">sharding</span><span clas=
s=3D"m_-102040310154617367inbox-inbox-s1">.<br></span></p><p class=3D"m_-10=
2040310154617367inbox-inbox-p1">So far, the bulk of this discussion has cen=
tered around bandwidth. I am<br>concerned, however, that splitting up the f=
ilters is at odds with the other <br>goal of the proposal in offering impro=
ved privacy.<br><br>Allowing clients to choose individual filter sets trivi=
ally exposes the type of<br>data that client is interested in. This alone m=
ight be enough to fingerprint the<span class=3D"m_-102040310154617367inbox-=
inbox-Apple-converted-space"><br></span>function of a peer and reduce anony=
mity set justifying their potential<br>behavior.<br><br>Furthermore, if a m=
atch is encountered, and block requested, full nodes have<br>more targeted =
insight into what caused a particular match. They could infer that<br>the c=
lient received funds in a particular block, e.g., if they are only requesti=
ng<br>output scripts.<br><br>This is above and beyond the additional comple=
xity of now syncing, validating,<br>and managing five or six distinct heade=
r/filter-header/filter/block chains.<br><br>I agree that saving on bandwidt=
h is an important goal, but bandwidth and privacy<br>are always seemingly a=
t odds. Strictly comparing the bandwidth requirements of<br>a system that h=
eavily weighs privacy to existing ones, e.g. BIP39, that don&#39;t is a <br=
>losing battle IMO.</p><p class=3D"m_-102040310154617367inbox-inbox-p1">I&#=
39;m not fundamentally opposed to splitting the filters, I certainly see th=
e<br>arguments for flexibility. However, I also want to ensure we are consi=
dering the<br>second order effects that fall out of optimizing for one<span=
 class=3D"m_-102040310154617367inbox-inbox-Apple-converted-space">=C2=A0</s=
pan>metric when others exist.</p><p class=3D"m_-102040310154617367inbox-inb=
ox-p1">Cheers,<br>Conner</p><div class=3D"gmail_quote"><div dir=3D"ltr">On =
Wed, May 23, 2018 at 10:29 Gregory Maxwell via bitcoin-dev &lt;<a href=3D"m=
ailto:bitcoin-dev@lists.linuxfoundation.org" target=3D"_blank">bitcoin-dev@=
lists.linuxfoundation.org</a>&gt; wrote:<br></div><blockquote class=3D"gmai=
l_quote" style=3D"margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left=
:1ex">Any chance you could add a graph of input-scripts=C2=A0 (instead of i=
nput outpoints)?<br>
<br>
On Wed, May 23, 2018 at 7:38 AM, Jim Posen via bitcoin-dev<br>
&lt;<a href=3D"mailto:bitcoin-dev@lists.linuxfoundation.org" target=3D"_bla=
nk">bitcoin-dev@lists.linuxfoundation.org</a>&gt; wrote:<br>
&gt; So I checked filter sizes (as a proportion of block size) for each of =
the<br>
&gt; sub-filters. The graph is attached.<br>
&gt;<br>
&gt; As interpretation, the first ~120,000 blocks are so small that the<br>
&gt; Golomb-Rice coding can&#39;t compress the filters that well, which is =
why the<br>
&gt; filter sizes are so high proportional to the block size. Except for th=
e<br>
&gt; input filter, because the coinbase input is skipped, so many of them h=
ave 0<br>
&gt; elements. But after block 120,000 or so, the filter compression conver=
ges<br>
&gt; pretty quickly to near the optimal value. The encouraging thing here i=
s that<br>
&gt; if you look at the ratio of the combined size of the separated filters=
 vs<br>
&gt; the size of a filter containing all of them (currently known as the ba=
sic<br>
&gt; filter), they are pretty much the same size. The mean of the ratio bet=
ween<br>
&gt; them after block 150,000 is 99.4%. So basically, not much compression<=
br>
&gt; efficiently is lost by separating the basic filter into sub-filters.<b=
r>
&gt;<br>
&gt; On Tue, May 22, 2018 at 5:42 PM, Jim Posen &lt;<a href=3D"mailto:jim.p=
osen@gmail.com" target=3D"_blank">jim.posen@gmail.com</a>&gt; wrote:<br>
&gt;&gt;&gt;<br>
&gt;&gt;&gt; My suggestion was to advertise a bitfield for each filter type=
 the node<br>
&gt;&gt;&gt; serves,<br>
&gt;&gt;&gt; where the bitfield indicates what elements are part of the fil=
ters. This<br>
&gt;&gt;&gt; essentially<br>
&gt;&gt;&gt; removes the notion of decided filter types and instead leaves =
the<br>
&gt;&gt;&gt; decision to<br>
&gt;&gt;&gt; full-nodes.<br>
&gt;&gt;<br>
&gt;&gt;<br>
&gt;&gt; I think it makes more sense to construct entirely separate filters=
 for the<br>
&gt;&gt; different types of elements and allow clients to download only the=
 ones they<br>
&gt;&gt; care about. If there are enough elements per filter, the compressi=
on ratio<br>
&gt;&gt; shouldn&#39;t be much worse by splitting them up. This prevents th=
e exponential<br>
&gt;&gt; blowup in the number of filters that you mention, Johan, and it wo=
rks nicely<br>
&gt;&gt; with service bits for advertising different filter types independe=
ntly.<br>
&gt;&gt;<br>
&gt;&gt; So if we created three separate filter types, one for output scrip=
ts, one<br>
&gt;&gt; for input outpoints, and one for TXIDs, each signaled with a separ=
ate<br>
&gt;&gt; service bit, are people good with that? Or do you think there shou=
ldn&#39;t be a<br>
&gt;&gt; TXID filter at all, Matt? I didn&#39;t include the option of a pre=
v output<br>
&gt;&gt; script filter or rolling that into the block output script filter =
because it<br>
&gt;&gt; changes the security model (cannot be proven to be correct/incorre=
ct<br>
&gt;&gt; succinctly).<br>
&gt;&gt;<br>
&gt;&gt; Then there&#39;s the question of whether to separate or combine th=
e headers.<br>
&gt;&gt; I&#39;d lean towards keeping them separate because it&#39;s simple=
r that way.<br>
&gt;<br>
&gt;<br>
&gt;<br>
&gt; _______________________________________________<br>
&gt; bitcoin-dev mailing list<br>
&gt; <a href=3D"mailto:bitcoin-dev@lists.linuxfoundation.org" target=3D"_bl=
ank">bitcoin-dev@lists.linuxfoundation.org</a><br>
&gt; <a href=3D"https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-=
dev" rel=3D"noreferrer" target=3D"_blank">https://lists.linuxfoundation.org=
/mailman/listinfo/bitcoin-dev</a><br>
&gt;<br>
_______________________________________________<br>
bitcoin-dev mailing list<br>
<a href=3D"mailto:bitcoin-dev@lists.linuxfoundation.org" target=3D"_blank">=
bitcoin-dev@lists.linuxfoundation.org</a><br>
<a href=3D"https://lists.linuxfoundation.org/mailman/listinfo/bitcoin-dev" =
rel=3D"noreferrer" target=3D"_blank">https://lists.linuxfoundation.org/mail=
man/listinfo/bitcoin-dev</a><br>
</blockquote></div></div>
</blockquote></div>

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